A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...Principled Technologies
If your company is running important business applications in VMware vSAN clusters of servers that are several years old, chances are good that you’re considering upgrading to newer hardware. Our testing demonstrated that our clusters of single-socket Dell EMC PowerEdge R7515 servers and clusters of dual-socket HPE ProLiant DL380 Gen10 servers could both improve upon the database performance of a legacy cluster with five-year-old servers by more than 50 percent, with the Dell EMC cluster achieving 93.4 percent of the performance of the HPE cluster.
Watch your transactional database performance climb with Intel Optane DC pers...Principled Technologies
Dell EMC PowerEdge R740xd servers with Intel Optane DC persistent memory handled more transactions per minute than configurations with NAND flash NVMe drives or SATA SSDs
Get higher transaction throughput and better price/performance with an Amazon...Principled Technologies
In addition, the EBS gp3-backed EC2 r5b.16xlarge instance delivered a lower average transaction latency to offer more consistent transactional database performance than two Microsoft Azure E64ds_v4 VM configurations
OLTP with Dell EqualLogic hybrid arrays: A comparative study with an industry...Principled Technologies
The effectiveness of your OLTP database environment can depend to an enormous degree on the storage system you select. We compared a database server solution using the Dell EqualLogic PS6210XS with a one using competing industry-leading SAN storage.
The EqualLogic PS6210XS solution was overwhelmingly superior in all areas we tested. It delivered twice the performance with half the response time, and used a fraction of the power.
These factors make it clear that any business that relies on its database servers and wants to get the greatest return on its storage investment must consider the Dell EqualLogic PS6210XS.
The document summarizes a webinar about redefining storage value through a business-savvy storage strategy. It discusses how the Intelligent Storage Element (ISE) architecture provides cost efficiency by eliminating hot spare drives and maximizing usable capacity. It provides performance efficiency through striping at the drive-head level to maintain consistent performance regardless of utilization. It ensures reliability efficiency by monitoring drive telemetry and replacing failed drive heads instead of entire drives to reduce downtime. The ISE approach aims to optimize capacity, performance, and reliability for the lowest overall cost.
Boosting performance with the Dell Acceleration Appliance for DatabasesPrincipled Technologies
If your business is expanding and you need to support more users accessing your databases, it’s time to act. Upgrading your database infrastructure with a flash storage-based solution is a smart way to improve performance without adding more servers or taking up very much rack space, which comes at a premium. The Dell Acceleration Appliance for Databases addresses this by providing strong performance when combined with your existing infrastructure or on its own.
We found that adding a highly available DAAD solution to our database application provided up to 3.01 times the Oracle Database 12c performance, which can make a big difference to your bottom line. Additionally, the DAAD delivered 3.14 times the database performance when replacing traditional storage completely, which could enable your infrastructure to keep up with your growing business’ needs.
SQL Server 2016 database performance on the Dell EMC PowerEdge FC630 QLogic 1...Principled Technologies
Upgrading the hardware running your SQL Server to a space-efficient modular Dell EMC modern environment can help your company achieve a great deal of database work in a small amount of space. With the Dell Express Flash technology, adding a caching solution such as Samsung AutoCache can make the environment even more efficient.
In the PT labs, we ran a mixed database workload on six Dell EMC PowerEdge FC630 servers, powered by Intel Xeon E5-2667 processors, in three PowerEdge FX2 enclosures. The solution included the QLogic QLE2692 16Gb FC adapter with StorFusion Technology, Dell EMC Storage SC9000 all-flash storage, and Dell EMC PowerEdge Express Flash NVMe Performance PCIe SSDs.
With no caching solution, the 36 SQL Server 2016 VMs on the six servers achieved a total of 431,839 orders per minute while an Oracle workload ran on 12 VMs. When we added a caching solution to accelerate the SQL database volumes, the performance across the 36 SQL Server 2016 VMs doubled to 871,580. These numbers show the power of server-side caching to alleviate pressure on the storage array allowing you to get even more out of the Dell EMC modern environment.
Back up deduplicated data in less time with the Dell DR6000 Disk Backup Appli...Principled Technologies
Backing up data is a key component in data protection. However, long backup windows can cause headaches for IT and users while slowing down the network. We found that using source-side deduplication and Rapid CIFS technology to back up data to the Dell DR6000 Disk Backup Appliance was faster—with the average rate of data backup at 8.99 TB per hour. The backup to the DR6000 completed in two-thirds the time that the backup to the industry-leading deduplication appliance completed. Backing up to the DR6000 consumed less than one-sixth the bandwidth needed to back up to the industry-leading deduplication appliance. In addition, the DR6000 needed less rack space and cost a third less than the competition. The solution to lengthy backup windows is clear: Save time and network bandwidth with source-side deduplication built into the Dell DR6000 Disk Backup Appliance.
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...Principled Technologies
Strong server performance is essential to companies running Oracle Database. The new Dell PowerEdge R920 provides strong performance in its base configuration with 24 SAS hard disks, but this performance gets an enormous boost when running the configuration containing NVMe Express Flash PCIe SSDs. In our testing, the upgraded configuration of the Dell PowerEdge R920 delivered 14.9 times the database performance of the base configuration. In addition, in testing the raw I/O throughput of the NVMe Express Flash PCIe SSDs, we saw as much as 192.8 times the IOPS as compared to the base configuration. Given that the storage subsystem is critical in servers and specifically database applications, the performance improvements offered by NVMe Express Flash PCIe SSDs can lead to great service improvements for your customers, making this upgrade a very wise investment.
Your datacenter is capable of doing great things—if you let it. Upgrades from Intel for compute, storage, and networking components can help your business support new services and expand your customer base. In our hands-on testing, we found that new Intel processors, high-bandwidth network components, and SATA or PCIe SSDs working together can boost your datacenter’s capabilities, which could translate to better business operations for your organization.
The document discusses optimizing Oracle and Siebel applications on the Sun UltraSPARC T1 platform. It describes how Siebel's multi-threaded architecture is well-suited to the T1 processor's ability to run multiple threads in parallel. It provides examples of consolidating Siebel environments and optimizing performance through Solaris, Siebel, and Oracle database tuning. Metrics show Siebel performing well with low CPU utilization on T1 systems.
Workstation heat and power usage: Lenovo ThinkStation P500 vs. HP Z440 Workst...Principled Technologies
A workstation that runs coolly and uses less power is a great asset to workers and the companies they work for. In our tests, both when idle and when under load, the Lenovo ThinkStation P500 generally ran at lower surface temperatures and used less power than the HP Z440 Workstation. These findings show that the Lenovo ThinkStation P500 could meet the needs of those who want to provide a reliable, comfortable work environment while using less power.
Ensure greater uptime and boost VMware vSAN cluster performance with the Del...Principled Technologies
The Dell EMC PowerEdge MX with VMware vSAN Ready Nodes delivered a 55.9% faster response time than a Cisco UCS solution and a 41.3% faster response time than an HPE Synergy solution
Watch your transactional database performance climb with Intel Optane DC pers...Principled Technologies
The document discusses testing of Intel Optane DC persistent memory in a Dell EMC PowerEdge R740xd server. It found that using Intel Optane DC persistent memory delivered over 2 times the transactions per minute of a configuration with two NVMe drives and over 11 times the transactions per minute of a configuration with 12 SATA SSDs. Intel Optane DC persistent memory can significantly improve transactional database performance over traditional storage solutions like SSDs.
Give DevOps teams self-service resource pools within your private infrastruct...Principled Technologies
Sean, an IT operations team lead, sets up a test environment using Dell Technologies APEX Private Cloud and APEX Data Storage Services running on VMware vSphere with Tanzu to demonstrate self-service capabilities for a DevOps team. The solution allows setting up namespaces for self-service resource provisioning, virtual machine and Kubernetes cluster self-service, and storage policies. By testing the creation of Kubernetes clusters, VMs, and an application environment, the solution is shown to empower DevOps teams with self-service capabilities while maintaining controls and budgets.
Upgrade to Dell EMC PowerEdge R940 servers with VMware vSphere 7.0 and gain g...Principled Technologies
The document summarizes a study that tested online transactional processing (OLTP) performance on two server solutions: a Dell EMC PowerEdge R940 server with VMware vSphere 7.0, and a previous-generation Dell EMC PowerEdge R930 server with vSphere 6.7. The study found that the R940 solution processed over 30% more operations per minute than the R930 solution. Upgrading to the R940 platform provides benefits like more processor cores, memory, and PCIe capacity. VMware vSphere 7.0 features like vLCM could help scale Dell EMC environments, and integrating with OpenManage for vCenter allows faster updating, upgrading, and compatibility checking.
Symantec NetBackup 7.6 benchmark comparison: Data protection in a large-scale...Principled Technologies
The footprint of a VM can grow quickly in an enterprise environment and large-scale VM deployments in the thousands are common. As this number of deployed systems grows, so does the risk of failure. Critical failures can become unavoidable and offering data protection from a backup solution promotes business continuity. Elongated protection windows requiring multiple jobs of different types can create resource contention with production environments and may require valuable IT admin time, so a finite window for system backups can have plenty of importance.
In our hands-on SAN backup testing, the Symantec NetBackup Integrated Appliance running NetBackup 7.6 offered application protection to 1,000 VMs in 66.8 percent less time than Competitor “E” did. In addition, the Symantec NetBackup Integrated Appliance with NetBackup 7.6 created backup images that offered granular recovery without additional steps. These time and effort savings can scale as your VM footprint grows, allowing you to execute both system protection and user-friendly, simplified recovery.
A company’s success depends on critical application performance and availability. Upgrades and patches can improve application efficiency and user experience, but making the necessary changes requires resource intensive environments to test updates before deploying them. What’s more, these applications need to continue accessing data even in the event of an on-premises crisis.
Our Dell EMC VMAX 250F and PowerEdge server solution supported test/dev environments and production database applications simultaneously without affecting the production applications’ performance. Storage latency for the VMAX 250F peaked at a millisecond in our testing while IOPS stayed within an acceptable range. The solution also kept data highly available with no downtime or performance drop when we initiated a lost host connection for the primary storage. Consider the Dell EMC VMAX 250F array for your datacenter to support the critical database applications that drive your company.
Prepare images for machine learning faster with servers powered by AMD EPYC 7...Principled Technologies
A server cluster with 3rd Gen AMD EPYC processors achieved higher throughput and took less time to prepare images for classification than a server cluster with 3rd Gen Intel Xeon Platinum 8380 processors
Business-critical applications on VMware vSphere 6, VMware Virtual SAN, and V...Principled Technologies
The document summarizes performance testing of VMware vSphere 6, VMware Virtual SAN, and VMware NSX running business-critical applications. In single-site testing, the solution delivered over 189,000 IOPS and 5ms average read latency under heavy workload. In two-site testing, it live migrated all VMs between sites in under 9 minutes with no downtime or performance degradation for applications. The software-defined datacenter solution provided reliable performance and business continuity for critical workloads.
3 key wins: Dell EMC PowerEdge MX with OpenManage Enterprise over Cisco UCS a...Principled Technologies
In head-to-head tests, the modular Dell EMC™ PowerEdge™ MX7000 with
OpenManage™ Enterprise reduced admin time and effort on repetitive tasks when compared to Cisco UCS® 5108 with Cisco UCS Manager and HPE Synergy with OneView.
Achieve up to 80% better throughput and increase storage efficiency with the ...Principled Technologies
Compared to a competing array, Dell’s high-end PowerMax 8500 storage array offered better I/O performance for simulated OLTP and data workloads, saved more space through more efficient data reduction, and performed snapshots with no performance impact
Store data more efficiently and increase I/O performance with lower latency w...Principled Technologies
Compared to an array from another vendor, the PowerMax 8000 offered a better inline data reduction ratio and better performance during simulated OLTP and data extraction workloads
SQL Server 2016 database performance on the Dell EMC PowerEdge FC630 QLogic 1...Principled Technologies
Upgrading the hardware running your SQL Server to a space-efficient modular Dell EMC modern environment can help your company achieve a great deal of database work in a small amount of space. With the Dell Express Flash technology, adding a caching solution such as Samsung AutoCache can make the environment even more efficient.
In the PT labs, we ran a mixed database workload on six Dell EMC PowerEdge FC630 servers, powered by Intel Xeon E5-2667 processors, in three PowerEdge FX2 enclosures. The solution included the QLogic QLE2692 16Gb FC adapter with StorFusion Technology, Dell EMC Storage SC9000 all-flash storage, and Dell EMC PowerEdge Express Flash NVMe Performance PCIe SSDs.
With no caching solution, the 36 SQL Server 2016 VMs on the six servers achieved a total of 431,839 orders per minute while an Oracle workload ran on 12 VMs. When we added a caching solution to accelerate the SQL database volumes, the performance across the 36 SQL Server 2016 VMs doubled to 871,580. These numbers show the power of server-side caching to alleviate pressure on the storage array allowing you to get even more out of the Dell EMC modern environment.
Back up deduplicated data in less time with the Dell DR6000 Disk Backup Appli...Principled Technologies
Backing up data is a key component in data protection. However, long backup windows can cause headaches for IT and users while slowing down the network. We found that using source-side deduplication and Rapid CIFS technology to back up data to the Dell DR6000 Disk Backup Appliance was faster—with the average rate of data backup at 8.99 TB per hour. The backup to the DR6000 completed in two-thirds the time that the backup to the industry-leading deduplication appliance completed. Backing up to the DR6000 consumed less than one-sixth the bandwidth needed to back up to the industry-leading deduplication appliance. In addition, the DR6000 needed less rack space and cost a third less than the competition. The solution to lengthy backup windows is clear: Save time and network bandwidth with source-side deduplication built into the Dell DR6000 Disk Backup Appliance.
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...Principled Technologies
Strong server performance is essential to companies running Oracle Database. The new Dell PowerEdge R920 provides strong performance in its base configuration with 24 SAS hard disks, but this performance gets an enormous boost when running the configuration containing NVMe Express Flash PCIe SSDs. In our testing, the upgraded configuration of the Dell PowerEdge R920 delivered 14.9 times the database performance of the base configuration. In addition, in testing the raw I/O throughput of the NVMe Express Flash PCIe SSDs, we saw as much as 192.8 times the IOPS as compared to the base configuration. Given that the storage subsystem is critical in servers and specifically database applications, the performance improvements offered by NVMe Express Flash PCIe SSDs can lead to great service improvements for your customers, making this upgrade a very wise investment.
Your datacenter is capable of doing great things—if you let it. Upgrades from Intel for compute, storage, and networking components can help your business support new services and expand your customer base. In our hands-on testing, we found that new Intel processors, high-bandwidth network components, and SATA or PCIe SSDs working together can boost your datacenter’s capabilities, which could translate to better business operations for your organization.
The document discusses optimizing Oracle and Siebel applications on the Sun UltraSPARC T1 platform. It describes how Siebel's multi-threaded architecture is well-suited to the T1 processor's ability to run multiple threads in parallel. It provides examples of consolidating Siebel environments and optimizing performance through Solaris, Siebel, and Oracle database tuning. Metrics show Siebel performing well with low CPU utilization on T1 systems.
Workstation heat and power usage: Lenovo ThinkStation P500 vs. HP Z440 Workst...Principled Technologies
A workstation that runs coolly and uses less power is a great asset to workers and the companies they work for. In our tests, both when idle and when under load, the Lenovo ThinkStation P500 generally ran at lower surface temperatures and used less power than the HP Z440 Workstation. These findings show that the Lenovo ThinkStation P500 could meet the needs of those who want to provide a reliable, comfortable work environment while using less power.
Ensure greater uptime and boost VMware vSAN cluster performance with the Del...Principled Technologies
The Dell EMC PowerEdge MX with VMware vSAN Ready Nodes delivered a 55.9% faster response time than a Cisco UCS solution and a 41.3% faster response time than an HPE Synergy solution
Watch your transactional database performance climb with Intel Optane DC pers...Principled Technologies
The document discusses testing of Intel Optane DC persistent memory in a Dell EMC PowerEdge R740xd server. It found that using Intel Optane DC persistent memory delivered over 2 times the transactions per minute of a configuration with two NVMe drives and over 11 times the transactions per minute of a configuration with 12 SATA SSDs. Intel Optane DC persistent memory can significantly improve transactional database performance over traditional storage solutions like SSDs.
Give DevOps teams self-service resource pools within your private infrastruct...Principled Technologies
Sean, an IT operations team lead, sets up a test environment using Dell Technologies APEX Private Cloud and APEX Data Storage Services running on VMware vSphere with Tanzu to demonstrate self-service capabilities for a DevOps team. The solution allows setting up namespaces for self-service resource provisioning, virtual machine and Kubernetes cluster self-service, and storage policies. By testing the creation of Kubernetes clusters, VMs, and an application environment, the solution is shown to empower DevOps teams with self-service capabilities while maintaining controls and budgets.
Upgrade to Dell EMC PowerEdge R940 servers with VMware vSphere 7.0 and gain g...Principled Technologies
The document summarizes a study that tested online transactional processing (OLTP) performance on two server solutions: a Dell EMC PowerEdge R940 server with VMware vSphere 7.0, and a previous-generation Dell EMC PowerEdge R930 server with vSphere 6.7. The study found that the R940 solution processed over 30% more operations per minute than the R930 solution. Upgrading to the R940 platform provides benefits like more processor cores, memory, and PCIe capacity. VMware vSphere 7.0 features like vLCM could help scale Dell EMC environments, and integrating with OpenManage for vCenter allows faster updating, upgrading, and compatibility checking.
Symantec NetBackup 7.6 benchmark comparison: Data protection in a large-scale...Principled Technologies
The footprint of a VM can grow quickly in an enterprise environment and large-scale VM deployments in the thousands are common. As this number of deployed systems grows, so does the risk of failure. Critical failures can become unavoidable and offering data protection from a backup solution promotes business continuity. Elongated protection windows requiring multiple jobs of different types can create resource contention with production environments and may require valuable IT admin time, so a finite window for system backups can have plenty of importance.
In our hands-on SAN backup testing, the Symantec NetBackup Integrated Appliance running NetBackup 7.6 offered application protection to 1,000 VMs in 66.8 percent less time than Competitor “E” did. In addition, the Symantec NetBackup Integrated Appliance with NetBackup 7.6 created backup images that offered granular recovery without additional steps. These time and effort savings can scale as your VM footprint grows, allowing you to execute both system protection and user-friendly, simplified recovery.
A company’s success depends on critical application performance and availability. Upgrades and patches can improve application efficiency and user experience, but making the necessary changes requires resource intensive environments to test updates before deploying them. What’s more, these applications need to continue accessing data even in the event of an on-premises crisis.
Our Dell EMC VMAX 250F and PowerEdge server solution supported test/dev environments and production database applications simultaneously without affecting the production applications’ performance. Storage latency for the VMAX 250F peaked at a millisecond in our testing while IOPS stayed within an acceptable range. The solution also kept data highly available with no downtime or performance drop when we initiated a lost host connection for the primary storage. Consider the Dell EMC VMAX 250F array for your datacenter to support the critical database applications that drive your company.
Prepare images for machine learning faster with servers powered by AMD EPYC 7...Principled Technologies
A server cluster with 3rd Gen AMD EPYC processors achieved higher throughput and took less time to prepare images for classification than a server cluster with 3rd Gen Intel Xeon Platinum 8380 processors
Business-critical applications on VMware vSphere 6, VMware Virtual SAN, and V...Principled Technologies
The document summarizes performance testing of VMware vSphere 6, VMware Virtual SAN, and VMware NSX running business-critical applications. In single-site testing, the solution delivered over 189,000 IOPS and 5ms average read latency under heavy workload. In two-site testing, it live migrated all VMs between sites in under 9 minutes with no downtime or performance degradation for applications. The software-defined datacenter solution provided reliable performance and business continuity for critical workloads.
3 key wins: Dell EMC PowerEdge MX with OpenManage Enterprise over Cisco UCS a...Principled Technologies
In head-to-head tests, the modular Dell EMC™ PowerEdge™ MX7000 with
OpenManage™ Enterprise reduced admin time and effort on repetitive tasks when compared to Cisco UCS® 5108 with Cisco UCS Manager and HPE Synergy with OneView.
Achieve up to 80% better throughput and increase storage efficiency with the ...Principled Technologies
Compared to a competing array, Dell’s high-end PowerMax 8500 storage array offered better I/O performance for simulated OLTP and data workloads, saved more space through more efficient data reduction, and performed snapshots with no performance impact
Store data more efficiently and increase I/O performance with lower latency w...Principled Technologies
Compared to an array from another vendor, the PowerMax 8000 offered a better inline data reduction ratio and better performance during simulated OLTP and data extraction workloads
Offer faster access to critical data and achieve greater inline data reductio...Principled Technologies
Compared to a solution from another vendor (“Vendor B”), the PowerStore 7000T delivered a better inline data reduction ratio and better performance during simulated OLTP and other I/O workloads
Scaling Oracle 12c database performance with EMC XtremIO storage in a Databas...Principled Technologies
Oracle single instance database VMs need plenty of storage capacity and performance to handle increased workload demands placed on them by users. Whether your organization uses DBaaS or traditional Oracle 12c instances, consider the reliable performance and scaling flexibility that the EMC XtremIO storage array can offer. We found IOPS levels stayed consistent as we scaled up to eight Oracle single instance VMs and scaled by an average of 14,700 IOPS for each VM (totaling 118,067). In addition, we found that the inline deduplication, compression, and thin provisioning capabilities on the XtremIO array resulted in an overall efficiency ratio of 51 to 1 and a data reduction ratio of 14.6 to 1. With this level of consistent performance, users can expect great performance to meet high demand for IOPS in a DBaaS environment.
Process 84% more MySQL database activity with the latest-gen Dell PowerEdge R...Principled Technologies
The 16th Generation server handled more database transactions than a previous-generation PowerEdge R750 server with vSphere 7
New servers and software versions can be a boon for your organization. If you’re running MySQL workloads for web applications, retail, or other use cases, your organization could see a performance boost by upgrading to latest-generation Dell PowerEdge R760 servers running VMware vSphere 8.0. In our testing, a PowerEdge R760 server handled 84.5 percent more NOPM than an older Dell PowerEdge R750 server. We also found that Live Optics infrastructure monitoring software allows you to view performance data for new PowerEdge R760 and vSphere 8.0 environments so you can manage those resources to optimize your MySQL workloads.
Boosting virtualization performance with Intel SSD DC Series P3600 NVMe SSDs ...Principled Technologies
When it comes time to make your server purchase or if you’re looking for an easy way to boost performance of existing infrastructure, consider upgrading your server’s internal storage. As our hands-on tests with a Dell EMC PowerEdge R630 environment running VMware Virtual SAN proved, Intel SSD DC P3600 Series NVMe SSDs could increase virtualized mixed-workload performance by as much as 59.9 percent compared to SATA SSDs while allowing you to run a large additional number of VMs. When you improve performance for your virtualized workloads, your employees and customers will benefit. By increasing performance with Intel NVMe SSDs on your Dell EMC PowerEdge R630 servers, you can potentially slash wait times and do more work on your servers without having to expand your infrastructure with additional storage arrays, which can translate to happier users and a more efficient infrastructure.
By upgrading from the legacy solution we tested to the new Intel processor-based Dell and VMware solution, you could do 18 times the work in the same amount of space. Imagine what that performance could mean to your business: Consolidate workloads from across your company, lower your power and cooling bills, and limit datacenter expansion in the future, all while maintaining a consistent user experience—the list of potential benefits is huge.
Try running DPACK, which can help you identify bottlenecks in your environment and inform you about your current performance needs. Then consider how the consolidation ratio we proved could be helpful for your company. The Intel processor-powered Dell PowerEdge R730 solution with VMware vSphere and Dell Storage SC4020, also powered by Intel, could be the right destination for your upgrade journey.
Upgrading key components in servers can significantly improve performance and capacity. The report tested upgrading components in Dell PowerEdge servers. It found that upgrading to newer Dell PowerEdge R720 servers with Intel Xeon and SSD components, Windows Server 2012, and 10GbE networking supported 4.5 times as many VMs as the older Dell PowerEdge R710 servers. Each individual component upgrade, such as the processor, storage, or network card, increased performance. But upgrading all components together maximized the number of supported VMs, database transactions, and email users.
The new Dell PowerEdge R720 comes with more than just the power to handle your heavy mixed workloads – it offers many storage solutions to deliver the level of performance you need. In our tests, we found that that a configuration of all HDDs could support a total of 1,164 users accessing database, mail, and collaboration applications. The Dell PowerEdge R720 solution with CacheCade enabled increased the supported number of users to 2,929, an increase of 151.6 percent. Finally, the Hybrid solution increased the number of users to 7,574, or an increase of 550.7 percent over the HDD solution, providing you with numerous options and scalability to get the performance you need.
As our tests show, investing in the powerful new Dell PowerEdge R920 running Oracle VM Server 3.2.8 with Oracle Database 12c VMs achieves cost savings without compromising performance. In our testing, a single Dell PowerEdge R920 could perform five times the work of a single HP ProLiant DL385 G6 server; the costs to power and cool the Dell PowerEdge would be 43 percent less than the five servers it could replace. The three-year software licensing costs of the Dell PowerEdge R920 server would be 22 percent lower than the licensing costs for the five-server solution. These dramatic savings—which come out to $212,091 for our single test environment — could grow to millions of dollars in a larger consolidation effort.
IBM Power Systems is designed for cognitive era workloads involving big data and analytics. It provides cloud delivery via hyperscale or hybrid cloud with improved economics. The platform is open and collaborative, enabling cognitive business and cloud economics through Linux and other open technologies. Power Systems is optimized for business applications and represents over 60% of the Unix market.
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...Principled Technologies
Three AMD EPYC processor-based two-processor solutions outshined comparable Intel Xeon Scalable processor-based solutions by handling more Redis workload transactions and requests while consuming less power
Conclusion
Performance and energy efficiency are significant factors in processor selection for servers running data-intensive workloads, such as Redis. We compared the Redis performance and energy consumption of a server cluster in three AMD EPYC two-processor configurations against that of a server cluster in two Intel Xeon Scalable two-processor configurations. In each of our three test scenarios, the server cluster backed by AMD EPYC processors outperformed the server cluster backed by Intel Xeon Scalable processors. In addition, one of the AMD EPYC processor-based clusters consumed 20 percent less power than its Intel Xeon Scalable processor-based counterpart. Combining these measurements gave us power efficiency metrics that demonstrate how valuable AMD EPYC processor-based servers could be—you could see better performance per watt with these AMD EPYC processor-based server clusters and potentially get more from your Redis or other data intensive applications and workloads while reducing data center power costs.
Get stronger SQL Server performance for less with Dell EMC PowerEdge R6515 cl...Principled Technologies
When it comes to hardware, getting greater performance often requires spending more. In our virtualized SQL Server 2019 testing of two current-generation servers in Hyper-V clusters, however, the less expensive option delivered stronger performance on our OLTP workload.
Scale up your storage with higher-performing Dell APEX Block Storage for AWSPrincipled Technologies
Dell APEX Block Storage for AWS offered stronger and more consistent storage performance for better business agility than a Vendor A solution
Conclusion
Enterprises desiring the flexibility and convenience of the cloud for their block storage workloads can find fast-performing solutions with the enterprise storage features they’re used to in on-premises infrastructure by selecting Dell APEX Block Storage for AWS.
Our hands-on tests showed that compared to the Vendor A solution, Dell APEX Block Storage for AWS offered stronger, more consistent storage performance in both NVMe-supported and EBS-backed configurations. Using NVMe-supported configurations, Dell APEX Block Storage for AWS achieved 4.7x the random read IOPS and 5.1x the throughput on sequential read operations per node vs. Vendor A. In our EBS-backed comparison, Dell APEX Block Storage for AWS offered 2.2x the throughput per node on sequential read operations vs. Vendor A.
Plus, the ability to scale beyond three nodes—up to 512 storage nodes with capacity of up to 8 PBs—enables Dell APEX Block Storage for AWS to help ensure performance and capacity as your team plans for the future.
The document provides an overview of testing done to evaluate the performance of Red Hat Ceph Storage running on Dell EMC DSS 7000 servers. Benchmarking was performed using the Ceph Benchmarking Toolkit to measure write and read performance under different configurations, including using 3x replication versus 4+2 erasure coding. The results provide hardware configuration recommendations for implementing Red Hat Ceph Storage on Dell EMC DSS 7000 servers for various storage workloads.
This document provides an overview of testing performed to evaluate the performance of Red Hat Ceph Storage running on Dell EMC DSS 7000 servers. It describes the advantages of using Red Hat Ceph Storage for scalable object storage, including high scalability, cost benefits, and support for unstructured data. It also provides hardware configuration recommendations for the DSS 7000 servers to support various Red Hat Ceph Storage workloads.
Moving your legacy database workloads to the Dell PowerEdge R930 can help you realize the benefits of consolidation, which can include savings in management costs, power usage, and cable management costs. More importantly, the licensing costs of the database application itself may be reduced by the consolidation effort. In addition to these benefits, greater database transactions per minute can keep your orders flowing smoothly.
We found that the Dell PowerEdge R930, powered by the Intel Xeon processor E7 v3 series, could consolidate three legacy servers running four Oracle Database 12c VMs each. The Dell PowerEdge R930 outperformed the legacy server with 4.4 times the overall database performance, delivering an average of 47.1 percent more performance per VM. By consolidating that many legacy servers, you can save up to 67 percent in rack space, 25 percent in database licenses, and even reduce other operating costs to improve your bottom line.
The Dell EMC PowerMax 8000 outperformed another vendor's array on an OLTP-lik...Principled Technologies
The Dell EMC PowerMax 8000 outperformed a competitor's storage array in several key areas:
- It delivered 25% more IOPS on an OLTP workload simulation.
- It stored compressed data more efficiently, requiring 44% less storage capacity after migrating compressible data and achieving a higher 2.3:1 compression ratio.
- Admin tasks like provisioning new storage took half the time (45% fewer steps and 51% less time) using the PowerMax management interface compared to the competitor.
The cost benefit of implementing a Dell AI Factory solution versus AWS and Azure
Our research shows that hosting GenAI workloads on premises, either in a traditional Dell solution or using managed Dell APEX Subscriptions, could significantly lower your GenAI costs over 4 years compared to hosting these workloads in the cloud. In fact, we found that a Dell AI Factory on-premises solution could reduce costs by at much as 71 percent vs. a comparable AWS SageMaker solution and as much as 61 percent vs. a comparable Azure ML solution. These results show that organizations looking to implement GenAI and reap the business benefits to come can find many advantages in an on-premises Dell AI Factory solution, whether they opt to purchase and manage it themselves or engage with Dell APEX Subscriptions. Choosing an on-premises Dell AI Factory solution could save your organization significantly over hosting GenAI in the cloud, while giving you control over the security and privacy of your data as well as any updates and changes to the environment, and while ensuring your environment is managed consistently.
Propel your business into the future by refreshing with new one-socket Dell P...Principled Technologies
Moving from older servers to the latest Dell servers can speed data analysis and offer CPU resources for growth while also supporting company web traffic
Propel your business into the future by refreshing with new one-socket Dell P...Principled Technologies
Moving from older Dell PowerEdge R740xd servers to the latest Dell servers can speed data analysis and offer CPU resources for growth while also supporting company web traffic
Conclusion
Refreshing your servers can bring new possibilities to your business. Our test results show that the new Dell PowerEdge R7715 server powered by the latest 32-core AMD EPYC 9355 processor speeds up data analytics workloads and strengthens web-hosting performance. In addition, the solution has CPU availability to run even more workloads. This means that by moving to the PowerEdge R7715, your company can support more customers. Faster analysis speeds improve your ability to make suggestions to customers quickly, which can have a big impact on revenues.
Don’t hold onto your aging servers. Instead, meet today’s business needs and prepare for the future by investing in the new Dell PowerEdge R7715—a move that can also reduce licensing costs by cutting down the number of servers you need to run data analysis and WordPress workloads.
Dell PowerEdge server cooling: Choose the cooling options that match the need...Principled Technologies
The Dell server portfolio powered by AMD EPYC enables multiple, flexible cooling options to suit your business-critical workloads, including AI
Conclusion
Keeping server components cool is essential to both short-term and long-term hardware health, ensuring that critical workloads stay up and running. To help data centers beat the increasing heat that AI and other demanding technologies produce, the Dell PowerEdge server portfolio offers a wide range of modern cooling technologies tailored to fit a variety of needs.
From traditional air-cooled servers including Dell Smart Flow configurations for less taxing workloads, to direct liquid cooling or innovative technologies that allow organizations to leverage the benefits of liquid cooling for GPU-dense AI workloads, the PowerEdge server portfolio is poised to help you meet the cooling demands of your data centers both today and into the future. By selecting a suitable cooling approach (or combination of approaches) from the Dell PowerEdge portfolio, you can successfully keep your data centers cool, ensure reliability, and minimize ongoing operating expenses related to cooling.
Unlock flexibility, security, and scalability by migrating MySQL databases to...Principled Technologies
Migrating MySQL either to a fully managed Platform as a Service (PaaS) or customizable Infrastructure as a Service (IaaS) solution from Microsoft Azure delivers scalable resources and advanced capabilities to facilitate AI application development and deployment.
Migrate your PostgreSQL databases to Microsoft Azure for plug‑and‑play simpli...Principled Technologies
Running the popular, open-source relational database PostgreSQL on Microsoft Azure offers a myriad of VM choices and storage configurations as well as flexibility, scalability, and security.
A Dell PowerStore shared storage solution is more cost-effective than an HCI ...Principled Technologies
If your organization is contending with a massive volume of data that is growing by the day, it’s crucial to store that data as efficiently as possible.
Gain the flexibility that diverse modern workloads demand with Dell PowerStorePrincipled Technologies
A disaggregated infrastructure featuring Dell PowerStore can deliver cost savings compared to an HCI solution thanks to superior data reduction and lower licensing costs
Conclusion
As the popularity of data-intensive, next-generation workloads increases alongside massive data growth, selecting the right storage architecture becomes extremely important. Choosing a disaggregated infrastructure featuring Dell PowerStore can help you optimize costs, maintain flexibility, and avoid overpaying for compute resources. As our testing revealed, the data reduction capabilities of a Dell PowerStore shared storage solution exceeded those of an HCI solution from HCI Vendor U, enabling it to deliver equivalent effective storage capacity with a five-year cost of ownership that is 21.9 percent lower. Furthermore, for organizations relying on a VMware infrastructure, using Dell VxRail dynamic nodes offers straightforward lifecycle management capabilities for the Dell PowerStore array. With advantages in data reduction, cost, and manageability, shared storage can offer significant value for your next-generation workloads.
Save up to $2.8M per new server over five years by consolidating with new Sup...Principled Technologies
Moving from 5-year-old Supermicro Ultra DP servers to a new Supermicro H14 Hyper DP server featuring AMD EPYC 9475F processors can help organizations reduce their 5-year TCO by getting stronger database performance in a smaller footprint
Conclusion
Continuing to run your transactional database workloads on five-year-old servers is costing you more than you think. By refreshing your currently deployed five-year-old servers, you could support more user demand as your business grows and reap all the benefits of moving to newer technology, including consolidation. In our database performance comparison and related TCO calculations, we found that consolidating your older Supermicro Ultra DP servers onto fewer Supermicro H14 Hyper DP servers with AMD EPYC 9475F processors could save your organization as much as $2.8 million—a 61.8 percent reduction in costs—over five years.
The H14 Hyper DP did 3.78 times the work of the legacy server, which means it would take four legacy servers to reach the performance of the new H14 Hyper DP, allowing your business to consolidate servers and save in licensing, power, rack space, and maintenance costs. As our results show, refreshing your legacy hardware with Supermicro H14 Hyper DP servers with AMD EPYC 9475F processors can keep your organization on the path to success by helping you make the most of your IT budget and giving you more resources to support AI infrastructure or other demanding IT projects.
Leveraging the strength of cloud-native security
As organizations of all sizes continue to adopt the cloud, security remains a serious concern, particularly for industries with stringent compliance requirements. Microsoft Azure, with its extensive service portfolio and integration capabilities, and Red Hat, with its enterprise-grade open-source solutions, combine to offer a robust cloud environment for those prioritizing security. This report has highlighted key security features from both vendors, demonstrating how their collaboration can help organizations protect their data and meet evolving security needs. We encourage organizations deploying Red Hat workloads on Azure to further delve into the publicly available material we have referenced and determine how best to configure their solutions to meet their particular security needs.
Leveraging the strength of cloud-native security
As organizations of all sizes continue to adopt the cloud, security remains a serious concern, particularly for industries with stringent compliance requirements. Microsoft Azure, with its extensive service portfolio and integration capabilities, and Red Hat, with its enterprise-grade open-source solutions, combine to offer a robust cloud environment for those prioritizing security. This report has highlighted key security features from both vendors, demonstrating how their collaboration can help organizations protect their data and meet evolving security needs. We encourage organizations deploying Red Hat workloads on Azure to further delve into the publicly available material we have referenced and determine how best to configure their solutions to meet their particular security needs.
Streamline heterogeneous database environment management with Toad Data StudioPrincipled Technologies
In five data management use cases across three database platforms, we were able to efficiently complete common management tasks with Toad Data Studio
Conclusion
The ability to manage multiple database platforms from a single management console helps your data engineering teams increase efficiencies by removing the need to navigate between platform-specific tool sets. We found Toad Data Studio did well in our everyday data management use cases and allowed us to efficiently accomplish our test tasks. Using Toad Data Studio could help you streamline development and production efforts, improve data quality, and facilitate better data sharing capabilities in heterogeneous environments.
Run your in-house AI chatbot on an AMD EPYC 9534 processor-powered Dell Power...Principled Technologies
Testing revealed that this server can be a great AI entry point for small organizations or departments, while upgrading to a CPU + GPU configuration could help them scale to support more users
Conclusion
GenAI is here to stay: 67 percent of business leaders in one Deloitte survey said that their organizations planned to invest further in GenAI initiatives,10 and GenAI chatbots are an interesting possibility for companies of all sizes. While larger companies with dozens or hundreds of users probably will opt for solutions involving GPUs, small and medium businesses and groups within larger organizations can enjoy the benefits of GenAI using a server with just a CPU—while retaining the option of upgrading to a GPU when and if the need arises.
To demonstrate this, we tested two configurations of single-socket Dell PowerEdge R6615 servers for an in-house GenAI chatbot use case. The configuration with only a 64-core AMD EPYC 9534 processor supported nine simultaneous users with a response time threshold of 5 seconds and a response time threshold percentage of 95. When we added an NVIDIA L4 GPU, this server was able to support 23 simultaneous users. (Because a typical user is likely to engage with the chatbot for only part of their workday, these configurations are likely to support even larger numbers of effective users.)
These results demonstrate that the Dell PowerEdge R6615 server powered by a 64-core AMD EPYC 9534 processor is a strong choice for small and medium organizations and departments in enterprises who want to develop in-house GenAI chatbots at an affordable price point. When the number of likely simultaneous users is in the single digits, the CPU-only configuration of this server provides a good user experience. As the number of users grows, companies can easily scale the server’s capabilities by adding a GPU and support more than twice as many users.
Boost productivity with an HP ZBook Power G11 A Mobile Workstation PCPrincipled Technologies
We compared system responsiveness and battery life on an AMD Ryzen 9 PRO 8945HS processor-powered HP ZBook Power G11 A Mobile Workstation PC to Intel Core Ultra 9 185H processor-based Dell Precision and Lenovo ThinkPad mobile workstations
Conclusion
Strong CPU, GPU, and NPU performance can help speed workflows and improve system efficiency for on-the-go professionals. In our hands-on tests, we found that the AMD Ryzen 9 PRO 8845HS processor-powered HP ZBook Power G11 A Mobile Workstation PC received comparable or higher general productivity, content creation, and AI benchmark scores than the Intel vPro with Intel Core Ultra 9 processor 185H-powered Dell Precision 3591 and Lenovo ThinkPad P16v Gen 2 mobile workstations. As an added bonus, the AMD Ryzen 9 PRO 8945HS processor-powered HP ZBook Power G11 A Mobile Workstation PC also delivered all-business-day battery life.
We compared system responsiveness and battery life on an AMD Ryzen 7 PRO 8840HS processor-powered 14-inch HP ZBook Firefly G11 A Mobile Workstation PC to Intel Core Ultra 7 165H processor-based Dell Precision and Lenovo ThinkPad mobile workstations
Conclusion
Good performance can help speed product conceptualization, design, analysis, and validation processes as well as enabling the exploration of emerging AI technologies. In our hands-on tests, we found that the AMD Ryzen 7 PRO 8840HS processor-powered HP ZBook Firefly G11 A Mobile Workstation PC received higher general productivity, content creation, and AI benchmark scores than the Intel vPro with Intel Core Ultra 7 processor 165H-powered Dell Precision 3490 and Lenovo ThinkPad P14s Gen 5 mobile workstations. As an added bonus, the AMD Ryzen 7 PRO 8840HS processor-powered HP ZBook Firefly G11 A Mobile Workstation PC also delivered significantly longer battery life.
Dell PowerEdge R7615 servers with Broadcom BCM57508 NICs can accelerate your ...Principled Technologies
A cluster of Dell PowerEdge R7615 servers featuring AMD EPYC processors achieved much stronger performance on multi-GPU, multi-node operations using Broadcom 100GbE NICs than the same cluster using 10GbE NICs
Conclusion
Using Broadcom 100GbE BCM57508 NICs and software in a cluster of two Dell PowerEdge R7615 servers with AMD EPYC processors and NVIDIA GPUs provided dramatically lower latency and greater bandwidth than using only 10GbE networking, with no increase in power usage.
Dell PowerEdge R7615 servers with Broadcom BCM57508 NICs can accelerate your ...Principled Technologies
A cluster of Dell PowerEdge R7615 servers featuring AMD EPYC processors achieved much stronger performance on multi-GPU, multi‑node operations using Broadcom 100GbE NICs than the same cluster using 10GbE NICs
Dell PowerEdge R7615 servers with Broadcom 100GbE NICs can deliver lower-late...Principled Technologies
A cluster of Dell PowerEdge R7615 servers featuring AMD EPYC processors achieved much stronger performance on multi-GPU, multi-node operations using Broadcom 100GbE NICs than the same cluster using 10GbE NICs
Conclusion
Many companies want to do LLM training on their internal data so they can use it to solve a host of business problems. LLM training uses low-level fundamental operations over distributed GPUs. When these operations perform efficiently, your LLM training takes much less time to complete and you can have your AI implementation operational sooner. Our tests looked at the performance of fundamental operations over distributed GPUs. We found that using Broadcom 100GbE BCM57508 NICs in a cluster of two Dell PowerEdge R7615 servers with AMD EPYC processors and NVIDIA GPUs provided dramatically lower latency and greater bandwidth than using only 10GbE networking, with no increase in power usage.
HP ZBook Power 16-inch G11 Mobile Workstation PC: Accelerate growth and perfo...Principled Technologies
vs. an HP ZBook Power 15.6-inch G10 Mobile Workstation PC
With the right team in your corner and the right tools at your fingertips, you can win the productivity race and cross the finish line faster. In head-to-head AI, 3D rendering, and content creation performance comparisons, an HP ZBook Power 16-inch G11 Mobile Workstation PC powered by an Intel vPro with Intel Core Ultra 7 processor 165H raced circles around its 15.6-inch predecessor. We found upgrading to the newest Intel Core Ultra processor-powered ZBook Power can help you and your team take a victory lap with image classification tasks, burn rubber while creating an image from a text prompt, and speed 3D graphics rendering tasks.
TrustArc Webinar: Consumer Expectations vs Corporate Realities on Data Broker...TrustArc
Most consumers believe they’re making informed decisions about their personal data—adjusting privacy settings, blocking trackers, and opting out where they can. However, our new research reveals that while awareness is high, taking meaningful action is still lacking. On the corporate side, many organizations report strong policies for managing third-party data and consumer consent yet fall short when it comes to consistency, accountability and transparency.
This session will explore the research findings from TrustArc’s Privacy Pulse Survey, examining consumer attitudes toward personal data collection and practical suggestions for corporate practices around purchasing third-party data.
Attendees will learn:
- Consumer awareness around data brokers and what consumers are doing to limit data collection
- How businesses assess third-party vendors and their consent management operations
- Where business preparedness needs improvement
- What these trends mean for the future of privacy governance and public trust
This discussion is essential for privacy, risk, and compliance professionals who want to ground their strategies in current data and prepare for what’s next in the privacy landscape.
Designing Low-Latency Systems with Rust and ScyllaDB: An Architectural Deep DiveScyllaDB
Want to learn practical tips for designing systems that can scale efficiently without compromising speed?
Join us for a workshop where we’ll address these challenges head-on and explore how to architect low-latency systems using Rust. During this free interactive workshop oriented for developers, engineers, and architects, we’ll cover how Rust’s unique language features and the Tokio async runtime enable high-performance application development.
As you explore key principles of designing low-latency systems with Rust, you will learn how to:
- Create and compile a real-world app with Rust
- Connect the application to ScyllaDB (NoSQL data store)
- Negotiate tradeoffs related to data modeling and querying
- Manage and monitor the database for consistently low latencies
Artificial Intelligence is providing benefits in many areas of work within the heritage sector, from image analysis, to ideas generation, and new research tools. However, it is more critical than ever for people, with analogue intelligence, to ensure the integrity and ethical use of AI. Including real people can improve the use of AI by identifying potential biases, cross-checking results, refining workflows, and providing contextual relevance to AI-driven results.
News about the impact of AI often paints a rosy picture. In practice, there are many potential pitfalls. This presentation discusses these issues and looks at the role of analogue intelligence and analogue interfaces in providing the best results to our audiences. How do we deal with factually incorrect results? How do we get content generated that better reflects the diversity of our communities? What roles are there for physical, in-person experiences in the digital world?
Dev Dives: Automate and orchestrate your processes with UiPath MaestroUiPathCommunity
This session is designed to equip developers with the skills needed to build mission-critical, end-to-end processes that seamlessly orchestrate agents, people, and robots.
📕 Here's what you can expect:
- Modeling: Build end-to-end processes using BPMN.
- Implementing: Integrate agentic tasks, RPA, APIs, and advanced decisioning into processes.
- Operating: Control process instances with rewind, replay, pause, and stop functions.
- Monitoring: Use dashboards and embedded analytics for real-time insights into process instances.
This webinar is a must-attend for developers looking to enhance their agentic automation skills and orchestrate robust, mission-critical processes.
👨🏫 Speaker:
Andrei Vintila, Principal Product Manager @UiPath
This session streamed live on April 29, 2025, 16:00 CET.
Check out all our upcoming Dev Dives sessions at https://community.uipath.com/dev-dives-automation-developer-2025/.
Social Media App Development Company-EmizenTechSteve Jonas
EmizenTech is a trusted Social Media App Development Company with 11+ years of experience in building engaging and feature-rich social platforms. Our team of skilled developers delivers custom social media apps tailored to your business goals and user expectations. We integrate real-time chat, video sharing, content feeds, notifications, and robust security features to ensure seamless user experiences. Whether you're creating a new platform or enhancing an existing one, we offer scalable solutions that support high performance and future growth. EmizenTech empowers businesses to connect users globally, boost engagement, and stay competitive in the digital social landscape.
Quantum Computing Quick Research Guide by Arthur MorganArthur Morgan
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at [email protected].
100% human made.
Unlocking the Power of IVR: A Comprehensive Guidevikasascentbpo
Streamline customer service and reduce costs with an IVR solution. Learn how interactive voice response systems automate call handling, improve efficiency, and enhance customer experience.
Semantic Cultivators : The Critical Future Role to Enable AIartmondano
By 2026, AI agents will consume 10x more enterprise data than humans, but with none of the contextual understanding that prevents catastrophic misinterpretations.
Role of Data Annotation Services in AI-Powered ManufacturingAndrew Leo
From predictive maintenance to robotic automation, AI is driving the future of manufacturing. But without high-quality annotated data, even the smartest models fall short.
Discover how data annotation services are powering accuracy, safety, and efficiency in AI-driven manufacturing systems.
Precision in data labeling = Precision on the production floor.
Big Data Analytics Quick Research Guide by Arthur MorganArthur Morgan
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at [email protected].
100% human made.
HCL Nomad Web – Best Practices und Verwaltung von Multiuser-Umgebungenpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-nomad-web-best-practices-und-verwaltung-von-multiuser-umgebungen/
HCL Nomad Web wird als die nächste Generation des HCL Notes-Clients gefeiert und bietet zahlreiche Vorteile, wie die Beseitigung des Bedarfs an Paketierung, Verteilung und Installation. Nomad Web-Client-Updates werden “automatisch” im Hintergrund installiert, was den administrativen Aufwand im Vergleich zu traditionellen HCL Notes-Clients erheblich reduziert. Allerdings stellt die Fehlerbehebung in Nomad Web im Vergleich zum Notes-Client einzigartige Herausforderungen dar.
Begleiten Sie Christoph und Marc, während sie demonstrieren, wie der Fehlerbehebungsprozess in HCL Nomad Web vereinfacht werden kann, um eine reibungslose und effiziente Benutzererfahrung zu gewährleisten.
In diesem Webinar werden wir effektive Strategien zur Diagnose und Lösung häufiger Probleme in HCL Nomad Web untersuchen, einschließlich
- Zugriff auf die Konsole
- Auffinden und Interpretieren von Protokolldateien
- Zugriff auf den Datenordner im Cache des Browsers (unter Verwendung von OPFS)
- Verständnis der Unterschiede zwischen Einzel- und Mehrbenutzerszenarien
- Nutzung der Client Clocking-Funktion
Procurement Insights Cost To Value Guide.pptxJon Hansen
Procurement Insights integrated Historic Procurement Industry Archives, serves as a powerful complement — not a competitor — to other procurement industry firms. It fills critical gaps in depth, agility, and contextual insight that most traditional analyst and association models overlook.
Learn more about this value- driven proprietary service offering here.
Spark is a powerhouse for large datasets, but when it comes to smaller data workloads, its overhead can sometimes slow things down. What if you could achieve high performance and efficiency without the need for Spark?
At S&P Global Commodity Insights, having a complete view of global energy and commodities markets enables customers to make data-driven decisions with confidence and create long-term, sustainable value. 🌍
Explore delta-rs + CDC and how these open-source innovations power lightweight, high-performance data applications beyond Spark! 🚀
#StandardsGoals for 2025: Standards & certification roundup - Tech Forum 2025BookNet Canada
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, transcript, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays
1. Enable greater data reduction
and storage performance with
Dell EMC PowerStore 7000 series
storage arrays
Dell EMC PowerStore 7000 series arrays
outperformed the HPE Primera A670 in
data reduction, performance, out‑of-the-box
VM deployment, and more
Organizations face different challenges for storing and accessing data.
Some need powerful arrays to maximize performance, and some
want the flexibility of an infrastructure that combines storage and
compute in a single system. New all‑flash, NVMe™
‑based Dell EMC™
PowerStore™
7000 series storage arrays help organizations meet these
needs. PowerStore arrays deliver high data reduction and speed in a 2U
form factor, and a hypervisor-enabled PowerStore array can internally
host VMware ESXi™
VMs while also providing storage resources to
external hosts.
We tested two Dell EMC PowerStore 7000 series arrays against an HPE
Primera A670 storage array across a range of performance and usability
metrics. The Dell EMC PowerStore 7000 series arrays had higher data
reduction ratios, supported more input/output operations per second
(IOPS), had lower latency, and provided greater bandwidth than the
HPE Primera A670. In addition, the hypervisor-enabled PowerStore
array allowed our admins to start deploying a VM right out of the box.
With Dell EMC PowerStore 7000 series storage arrays, organizations can
maximize storage capacity and increase storage performance.
3.5x the
data reduction*
Maximize storage
efficiency
Up to 209%
more IOPS**
Satisfy more users
with faster storage
performance
9x faster
out‑of-the-box
VM deployment†
Save IT time and effort
Note: The standard PowerStore model is the 7000T,
and the hypervisor-enabled model is the 7000X.
*Dell EMC PowerStore 7000T and 7000X vs. HPE Primera A670 array
**Dell EMC PowerStore 7000T vs. HPE Primera A670 array
†Dell EMC PowerStore 7000X vs. HPE Primera A670 array
Up to 135%
more bandwidth**
Minimize bottlenecks
during periods of high
user traffic
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020
A Principled Technologies report: Hands-on testing. Real-world results.
2. Introducing the Dell EMC PowerStore 7000 series storage arrays
In addition to outperforming the HPE Primera A670 in our hands-on testing, Dell EMC PowerStore 7000 series
storage arrays can provide the following features:
• Intelligent automation with array provisioning and cluster capacity balancing
• Always-on data reduction for storage efficiency without compromising performance
• Block, file, and VMware vSphere®
Virtual Volumes™
support in a single array
• Dell EMC PowerStore (hypervisor enabled) AppsON technology for VMware-compatible
application hosting (this feature applies to the PowerStore X models only)
• PowerStore Manager, an HTML5 graphical user interface for local management, monitoring
(including VMware environments), and analysis
• NVMe-based architecture for high levels of performance and improved storage response times
Dell EMC PowerStore (7000T model)
The latest storage offering from Dell EMC, the
PowerStore 7000T presents a two-node, all‑flash
NVMe storage solution for organizations. The Intel®
Xeon®
Scalable processor-powered array takes up
just 2U of rack space, enabling enterprises to save
on data center costs by delaying the need to expand
to new rooms or even buildings. Organizations
can scale up and out by clustering PowerStore
7000T arrays together and augmenting storage
performance and capacity without increasing the
management workload.
Dell EMC hypervisor-enabled PowerStore
(7000X model)
With this two-node offering, Dell EMC has combined
all-flash storage with VMware-hosted AppsON
application support in a single 2U array. Organizations
could gain a completely virtualized environment
ready to host VMs and applications with minimal
configuration. These capabilities could decrease
hardware requirements (reducing the need to buy
additional servers and switches), lower capital,
operational, and licensing costs, and simplify
deployment and management.
Dell EMC PowerStore array
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 2
3. Testing data reduction, performance, and usability on the Dell EMC and HPE solutions
We used default configuration settings for all testing and followed recommendations from each vendor’s
published best practices. Both models in the Dell EMC PowerStore 7000 series are two-node arrays; for
consistency, we also used a two‑node HPE Primera A670 array for our testing. Below, we outline how we tested
data reduction, performance, and usability on the three arrays. For detailed results of all our testing, see the
science behind the report.
Data reduction testing
Dell EMC PowerStore 7000T and 7000X vs. HPE Primera A670
We used a storage benchmarking tool called Vdbench to measure data reduction on the Dell EMC PowerStore
arrays and the HPE Primera A670. Both Dell EMC PowerStore arrays achieved the same data reduction ratio.
Performance testing
Dell EMC PowerStore 7000T vs. HPE Primera A670
Using Vdbench, we measured block storage performance on both arrays under different I/O workloads. In this
report, we present the results of performance testing on the Dell EMC PowerStore 7000T and HPE Primera A670.
Dell EMC PowerStore 7000X vs. HPE Primera A670
We configured the hypervisor-enabled Dell EMC PowerStore 7000X to host internal VMs running Vdbench and
compared its storage performance to that of the HPE Primera A670 running Vdbench on externally hosted VMs.
Next, we ran a MongoDB workload on VMs that the PowerStore 7000X hosted internally. Simultaneously, we ran
a Vdbench workload on externally hosted VMs on both solutions. We captured several performance indicators:
• The IOPS that both solutions supported while running Vdbench on internally hosted VMs (on the Dell EMC
PowerStore 7000X) and externally hosted VMs (on the HPE Primera A670).
• The database operations per second and database application latency that the Dell EMC PowerStore
7000X delivered while running a MongoDB workload on internally hosted VMs. Because the HPE Primera
A670 lacks the capability to host VMs internally, we could not make a comparison for this test.
• The bandwidth and IOPS that both solutions supported while running Vdbench on externally hosted VMs.
Note that for this and the above scenario, the Dell EMC PowerStore 7000X was simultaneously running
workloads on internal and external VMs, while the HPE Primera A670 was only running a workload on
externally hosted VMs.
Usability testing
Dell EMC PowerStore 7000X vs. HPE Primera A670
We tested out-of-the-box VM deployment on the PowerStore 7000X versus the HPE Primera A670 (which
required separately configured VM hosts), capturing the time required to deploy a VM in a VMware environment.
Dell EMC PowerStore 7000T vs. HPE Primera A670
We measured how quickly we could access restored data on 10 storage volumes on the PowerStore 7000T
versus the HPE Primera A670.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 3
4. Data reduction testing
Dell EMC PowerStore 7000T and 7000X vs. HPE Primera A670
Gain more usable storage capacity with more efficient data reduction
Typically, storage administrators group storage resources into logical unit numbers (LUNs) and present them to
end users using a block storage protocol. For all of our tests, we used the Fibre Channel storage protocol. Using
Vdbench, we provisioned four 200GB LUNs and filled them with a 3:1 compressible and 2:1 dedupable 800GB
data set.1
Next, we measured how well each solution deduplicated and compressed the data; that is, how much duplicate
data it recognized and eliminated, and how much data it compressed. We did this by running a write test,
which contained an equal number of 128KB and 256KB blocks, on the data set. The Dell EMC PowerStore 7000
series arrays offered an overall 7.1:1 data reduction ratio compared to the 2.0:1 ratio of the HPE Primera A670,
meaning that the Dell arrays offered about three and a half times the data reduction of the HPE Primera A670
(see Figure 1).
If your organization is heavily utilizing storage, you need a solution that can keep up with capacity demands. As
our testing demonstrated, the Dell EMC PowerStore 7000T and 7000X arrays reduced data more efficiently than
the HPE Primera A670, providing more usable storage capacity.
Figure 1: Amount of physical storage used, after data reduction, while running a 50% 128KB, 50% 256KB write test.
Lower is better. Source: Principled Technologies.
800 GB
800 GB
[OVERALL EFFICIENCY 7.1:1]
[OVERALL EFFICIENCY 2.0:1]
THE DATA
REDUCTION
3.5x
401.0GB
111.9 GB DELL EMC
POWERSTORE 7000T
AND 7000X
HPE PRIMERAA670
About the metrics we used to measure storage performance
Our Vdbench testing offers insight into storage performance by showing:
• The number of input/output operations per second (IOPS) a solution can handle, indicating
whether it can process a high volume of requests
• The speed with which a storage solution can respond (storage latency), minimizing the chance
that users and applications will experience long wait times
• The amount of data a storage solution can process per second (bandwidth), indicating how
well it can process a high volume of data
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 4
5. Performance testing
Dell EMC PowerStore 7000T vs. HPE Primera A670
Support more IOPS
Storage arrays employ data reduction, a feature that cuts down
on overall storage utilization by reducing incoming data in real
time. On the HPE Primera A670, users must make the choice of
whether to turn data reduction on (to free storage space) or off
(to improve storage performance). On the Dell EMC PowerStore
arrays, users do not need to make this choice, since the arrays
offer always-on data reduction. We explored how enabling and
disabling data reduction might affect performance on the HPE
Primera A670, and how it compared to the performance of the
Dell EMC PowerStore 7000T array.
First, we ran an 8KB random 100% write workload on the Dell
EMC PowerStore 7000T. While using always-on data reduction,
the array achieved 232,602 IOPS (see Figure 2). Next, we ran the
same workload on the HPE Primera A670 with data reduction
turned off. The HPE array produced 171,772 IOPS. When we
enabled data reduction on the HPE Primera A670 and ran the
workload again, the array produced 75,160 IOPS—less than
half of what it had produced with data reduction disabled.
These results indicate that businesses using the HPE array with data reduction turned on (as is standard, to free
capacity) would see a 53 percent performance reduction compared to running the same workload with data
reduction turned off. The HPE Primera A670 produced 35 percent fewer IOPS than the Dell EMC PowerStore
7000T with data reduction disabled—a mode that also risks the array using and running out of storage space
sooner. Note that, after running this test, we enabled data reduction on the HPE Primera A670 for the remainder
of our testing.
Next, we wanted to determine each
solution’s ability to handle a high volume
of user requests. We ran two tests: (1) a
32KB 70/30 read/write workload, and (2) an
OLTP-like mixed read/write workload, which
emulates the database I/O requests a server
would handle. The OLTP-like workload
comprised 8KB and 128KB block sizes and
a variety of random and sequential reads
and writes. (For more details about the
workloads we used, see “How we tested”
in the science behind the report.) The Dell
EMC PowerStore 7000T outperformed
the HPE Primera A670 on both tests,
delivering 101 percent more IOPS on the
first workload and 67 percent more on the
second (see Figure 3).
Figure 2: IOPS supported while running a
Vdbench workload, with data reduction enabled
and disabled on the HPE Primera A670. The data
reduction feature on the Dell EMC PowerStore
arrays is always on. Higher is better. Source:
Principled Technologies.
171,772
IOPS ON AN 8KB RANDOM
100% WRITE WORKLOAD
232,602
75,160
DELL EMC
POWERSTORE 7000T
HPE PRIMERAA670
(DATA REDUCTION ON)
HPE PRIMERAA670
(DATA REDUCTION OFF)
MORE
UP TO
209%
IOPS ON AN OLTP-LIKE
WORKLOAD
182,030
105,687
MORE
72%
MORE
IOPS ON A 32KB
MIXED WORKLOAD
101%
222,865
111,026
DELL EMC
POWERSTORE 7000T
HPE PRIMERAA670
Figure 3: IOPS supported while running two different workloads using
the Vdbench benchmark. Higher is better.
Source: Principled Technologies.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 5
6. Process more data with
higher bandwidth
To test how much data each array could process
per second, we ran two Vdbench workloads
with large 256KB blocks of data—one using
random reads and one using sequential reads.
Running both types of access patterns provides
insight into how an array might handle large
random and sequential block I/O. The Dell
EMC PowerStore 7000T outperformed the HPE
Primera A670 on both workloads, supporting up
to 135 percent more bandwidth (see Figure 4).
An array with high bandwidth capabilities helps
process more data for large data requests such
as streaming video or big data applications.
Deliver faster response times
Sub-millisecond latencies under a significant I/O load indicate
that your storage is performing optimally. Starting with the
Dell EMC PowerStore 7000T, we configured a Vdbench I/O
scenario (an OLTP-like mixed read/write workload comprised
of 8KB and 128KB block sizes and a variety of read/write ratios
at a fixed IOPS rate) to deliver a latency of approximately half
a millisecond. We then ran the same parameters and workload
on the HPE Primera A670, which delivered a latency of 2.01
milliseconds (see Figure 5). These results indicate that the Dell
EMC PowerStore 7000T could process OLTP-like workloads
while still delivering fast response times, potentially improving
application and user experience.
Figure 4: Bandwidth (MB/s) provided while running two Vdbench
workloads with 256KB data blocks. Higher is better.
Source: Principled Technologies.
MB/s ON A RANDOM
READ WORKLOAD
DELL EMC
POWERSTORE 7000T
MORE
116%
MB/s ON A SEQUENTIAL
READ WORKLOAD
MORE
135%
HPE PRIMERAA670
23,239
10,763
23,238
9,877
LATENCY IN MILLISECONDS
72%
LESS
0.56
2.01 DELL EMC
POWERSTORE 7000T
HPE PRIMERAA670
Figure 5: Response time (milliseconds) delivered
while producing 107,000 IOPS. Lower is better.
Source: Principled Technologies.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 6
7. Dell EMC PowerStore 7000X vs. HPE Primera A670
Host database VMs internally while providing storage resources to external hosts
In addition to providing storage, the Dell EMC PowerStore 7000X has an embedded hypervisor that enables
users to deploy, host, and manage VMs on the array itself—a capability that could reduce the initial need to
acquire separate servers for storage and compute.
We ran four scenarios to test various aspects of storage performance on both arrays.
• In Scenario 1, we ran a simple Vdbench simulation with internal Vdbench VMs hosted inside the Dell EMC
PowerStore 7000X array, versus external Vdbench VMs hosted on two-socket servers connected to the HPE
Primera A670 array.
• In Scenarios 2-4, we ran a MongoDB database workload with internal VMs hosted inside the PowerStore
7000X array as the array externally ran other Vdbench simulations simultaneously. We ran the same
external Vdbench simulations on servers connected to the HPE Primera A670. Table 1 explains this
scenario in more detail.
Scenario 1: Testing storage performance on the
Dell EMC PowerStore 7000X (hosting Vdbench VMs
internally) vs. the HPE Primera A670 (hosting Vdbench
VMs externally)
When we ran a 4KB random write Vdbench workload on VMs
hosted internally on the Dell EMC PowerStore 7000X and
externally on the HPE Primera A670, the Dell EMC PowerStore
7000X produced 85 percent more IOPS than the HPE Primera A670
(see Figure 6).
Figure 6: IOPS supported while running a
Vdbench workload on VMs hosted internally
(on the PowerStore 7000X) or externally (on
the HPE Primera A670, which cannot host
VMs internally). Higher is better. Source:
Principled Technologies.
162,931
87,856
MORE
85%
IOPS ON A 4KB RANDOM
WRITE WORKLOAD
DELL EMC
POWERSTORE 7000X
HPE PRIMERAA670
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 7
8. Scenarios 2-4: Testing database performance on the Dell EMC PowerStore 7000X
(simultaneously hosting database VMs internally and VMs running Vdbench
simulations externally) vs. the HPE Primera A670 (hosting only VMs running Vdbench
simulations externally)
For these scenarios, we ran two types of workloads simultaneously: (1) Yahoo Cloud Serving Benchmark (YCSB),
which simulates analytics workloads, on internal database VMs, and (2) Vdbench on external VMs. This second
workload type included two variations throughout the test window, which we describe in Table 1 as Scenarios
3 and 4.
Table 1: Testing database performance on the Dell EMC PowerStore 7000X (simultaneously hosting database VMs
internally and VMs running Vdbench simulations externally) vs. the HPE Primera A670 (hosting only VMs running Vdbench
simulations externally).
Scenario Workload Metric VM location on
the Dell EMC
PowerStore 7000X
VM location
on the HPE
Primera A670
2: On the Dell EMC PowerStore 7000X, we ran
YCSB on VMs running the document-based
database MongoDB and measured database
operations per second (OPS) and application
latency. Simultaneously, we performed Scenarios
2 and 3.
YCSB on VMs
running MongoDB
Database OPS and
application latency
Internal
N/A: The HPE
Primera A670
cannot host
VMs internally
3: Simultaneously to performing Scenario 2, we
ran a 256KB sequential read Vdbench workload on
VMs that each array hosted externally, measuring
bandwidth.
Vdbench Bandwidth External External
4: After Scenario 3 completed, but while Scenario
2 was still running on the Dell EMC PowerStore
7000X, we ran an 8KB random write Vdbench
workload on VMs that each array hosted
externally, this time measuring IOPS.
Vdbench IOPS External External
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 8
9. Scenario 2: Dell EMC PowerStore 7000X internally hosting
MongoDB VMs running a YCSB workload
The Dell EMC PowerStore 7000X supported
188,320 database operations per second.
While doing so, the array
maintained submillisecond read and
update (write) database application
latencies (see Figure 7).
Scenario 3: Dell EMC PowerStore 7000X and
HPE Primera A670 externally hosting VMs
running a Vdbench workload (bandwidth)
Simultaneous to running Scenario 2, the Dell EMC
PowerStore 7000X also supported 31 percent
greater bandwidth for the Vdbench workloads it
hosted externally than the HPE Primera A670 did
(see Figure 8).
UP TO
188,320
DATABASE OPERATIONS
PER SECOND
HPE PRIMERAA670
CANNOT HOST
INTERNALVMS, SO WE
COULD NOT MAKE A
COMPARISON
Figure 8: Bandwidth (MB/s) provided to external hosts
running a Vdbench workload. The PowerStore 7000X
achieved these results while running Vdbench and
MongoDB simultaneously. The HPE Primera A670
was running only Vdbench. Higher is better. Source:
Principled Technologies.
13,704
10,450
BANDWIDTH
(MB/S)
31%
MORE
DELL EMC POWERSTORE 7000X
HPE PRIMERAA670
Figure 7: Database application latency (ms) delivered by the
Dell EMC PowerStore 7000X while hosting internal VMs and
simultaneously delivering storage to external hosts. The HPE
Primera A670 cannot host internal VMs, so we could not make
a comparison. Source: Principled Technologies.
0.33
0.41
READ
APPLICATION
DATABASE LATENCY (MS)
UPDATE
(WRITE) APPLICATION
DATABASE LATENCY (MS)
DELL EMC POWERSTORE 7000X
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 9
10. Scenario 4: Dell EMC PowerStore 7000X and HPE Primera A670 externally hosting VMs running
a Vdbench workload (IOPS)
In addition to providing greater bandwidth, the Dell EMC PowerStore 7000X produced 65 percent more IOPS
than the HPE Primera A670 (see Figure 9), even as it was simultaneously hosting MongoDB VMs internally in
Scenario 2.
The wins in Scenarios 2-4 are particularly striking when you consider that the HPE Primera A670 lacks the
capability to host internal VMs and support internal workloads. Even with applications consuming internal
compute and storage resources on the Dell EMC PowerStore 7000X, the performance this Dell EMC array
delivered to externally based VMs was not just adequate, but greater than that of the HPE array.
Figure 9: IOPS provided to external hosts running a
Vdbench workload. The PowerStore 7000X achieved
these results while running Vdbench and MongoDB
simultaneously. The HPE Primera A670 was running
only Vdbench. Higher is better. Source:
Principled Technologies.
129,909
78,775
MORE
65%
IOPS ON A 8KB RANDOM
WRITE WORKLOAD
DELL EMC
POWERSTORE 7000X
HPE PRIMERAA670
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 10
11. Greater versatility with a smaller
data center footprint
The Dell EMC PowerStore 7000X ran compute and
storage simultaneously while occupying just 2U of
rack space. If businesses using the HPE Primera
A670 wanted to host VMs in a highly available (HA)
environment, they would need to purchase additional
servers, increasing the total footprint of the HPE
Primera A670 array to 8U (the two-node array takes
up 4U, and our testbed used two 2U servers). With its
compact form factor, the Dell EMC PowerStore 7000X
could help organizations save on data center costs by
delaying the need to expand—all while enjoying the
flexibility of an AppsON infrastructure.
Figure 10: Amount of space taken up by storage
array plus any servers necessary to provide
storage resources while hosting database VMs.
Lower is better. Source: Principled Technologies.
HPE Primera A670
2x additional 2U servers
to host VMs
Dell EMC
PowerStore 7000X
2U
8U
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 11
12. Usability testing
Dell EMC PowerStore 7000X vs. HPE Primera A670 array
Spend less time on out-of-the-box VM deployment
Traditionally, storage systems haven’t been able to support embedded virtual
machines and serve as storage targets at the same time. The Dell EMC
PowerStore 7000X offers a virtualized VMware-based environment out of the
box that allows admins to provision storage to VMs residing on the array itself
with a few clicks. The Dell EMC PowerStore array also automatically provisions
Tier 1 storage to the embedded VMware environment.
Deploying a VM that could access the HPE Primera A670 required us to add
physical cable connections, configure the Fibre Channel switch, map to the
host, deploy storage LUNs, and create a VMware datastore. This expanded VM
deployment time to 8 minutes and 15 seconds, versus 53 seconds on the Dell
EMC PowerStore 7000X (see Figure 11).
Dell EMC PowerStore 7000T vs. HPE Primera A670
Access snapshot restore data faster
Taking snapshots of storage LUNs is a common task for storage administrators.
Depending on the needs and policies of their data centers, admins might
be taking snapshots on a weekly, daily, or even hourly basis. When data
corruption or loss occurs, the admins can then use the snapshots they have
taken to restore data to the system. Businesses typically deploy and manage
large numbers of LUNs—making these snapshot restores a potentially time-
consuming task.
We tested how long the Dell EMC PowerStore 7000T and HPE Primera
A670 took to conduct a snapshot restore of 10 LUNs mounted as raw
device mappings (RDM) onto a single VM. The Dell EMC PowerStore 7000T
accomplished this task in a little over a minute, requiring just 16 steps. The
HPE Primera A670 array, by contrast, required administrators to un-export
the volumes from the application VM and host.2
It took over 20 minutes (see
Figure 13) and 31 steps to complete this task. For more details about our
testing, see the science behind the report. With faster access to snapshot
restore data, admins could get operations up and running sooner.
Figure 11: Time to provision a
VM out of the box (minutes and
seconds). Lower is better.
Source: Principled Technologies.
OUT-OF-THE-BOX
VM DEPLOYMENT
DELL EMC POWERSTORE 7000X
FASTER
9X
HPE PRIMERAA670
53s
8m 15s
Figure 12: Time to access
snapshot restore data (minutes
and seconds). Lower is better.
Source: Principled Technologies.
ACCESS SNAPSHOT
RESTORE DATA
DELL EMC POWERSTORE 7000T
FASTER
17.1x
HPE PRIMERAA670
1m 7s
20m 17s
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 12
13. To learn more about Dell EMC PowerStore arrays, visit DellEMC.com/PowerStore
Conclusion
We tested two all-flash Dell EMC PowerStore 7000 series arrays against an HPE Primera A670 array. In hands-on
testing, both Dell EMC PowerStore 7000 series arrays reduced data more efficiently and offered greater storage
performance, as measured by IOPS, bandwidth, and latency. The hypervisor-enabled PowerStore array also
saved time and hardware on out-of-the-box VM deployment compared to the HPE Primera A670. With Dell EMC
PowerStore 7000 series arrays, organizations could get more out of their storage.
1 Vdbench uses the LZJB compression algorithm. However, Dell EMC PowerStore arrays use a different compression
algorithm, which may result in different savings. We set the deduplication unit for the HPE Primera A670 to
16 KB to follow the best practices from HPE found here: https://h20195.www2.hpe.com/v2/getdocument.
aspx?docname=a50000209enw. We set the deduplication unit for the Dell EMC PowerStore arrays to 4 KB.
2 HPE, “HPE SSMC 3.6 User Guide1SSMC,” accessed July 10, 2020, https://support.hpe.com/hpesc/public/
docDisplay?docLocale=en_US&docId=emr_na-a00085217en_us.
Principled Technologies is a registered trademark of Principled Technologies, Inc.
All other product names are the trademarks of their respective owners.
For additional information, review the science behind this report.
Principled
Technologies®
Facts matter.®Principled
Technologies®
Facts matter.®
This project was commissioned by Dell EMC.
Read the science behind this report at http://facts.pt/7nslqfq
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 13
14. Disclaimer:
The content on the following pages includes appendices
and methodologies from our hands-on work.
We will publish this content as a separate document
linked to the report.
We must receive your approval on both the report and
this document before taking them public simultaneously.
15. The science behind the report:
Enable greater data reduction
and storage performance with
Dell EMC PowerStore 7000
series storage arrays
This document describes what we tested, how we tested, and what we found. To learn how these facts translate
into real-world benefits, read the report Enable greater data reduction and storage performance with Dell EMC
PowerStore 7000 series storage arrays.
We concluded our hands-on testing on June 24, 2020. During testing, we determined the appropriate hardware
and software configurations and applied updates as they became available. The results in this report reflect
configurations that we finalized on June 4, 2020 or earlier. Unavoidably, these configurations may not represent
the latest versions available when this report appears.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020
A Principled Technologies report: Hands-on testing. Real-world results.
16. Our results
Table 1: Results of our testing on the Dell EMC™
PowerStore™
7000T and HPE Primera A670.
Dell EMC PowerStore 7000T HPE Primera A670 Win
Vdbench testing
Data reduction ratio
50% 128KB and 50% 256KB
write workload
7.1:1 (reduced 800 GB of data to
111 GB)
2.0:1 (reduced 800 GB of data to
401 GB)
3.5x the data reduction
Input/output operations per second (IOPS)
8KB random 100%
write workload (data
reduction enabled)
232,602 75,160 209% more IOPS
8KB random 100% write
workload (data reduction
disabled)
N/A 171,772 N/A
32KB 70/30 read/write workload 222,865 111,026 101% more IOPS
OLTP-like workload 182,030 105,687 72% more IOPS
Bandwidth (MB/s)
Random read workload 23,239 10,763 116% more bandwidth
Sequential read workload 23,238 9,877 135% more bandwidth
Latency (ms)
OLTP-like workload 0.56 2.01 72% lower latency
Accessing snapshot restore data
Quiescing the application VM
Time (seconds) 11 11
Steps 5 5
Removing the LUNs from the ESXi environment
Time (seconds) N/A 55
Steps N/A 3
Unexporting the virtual volume set from the ESXi host
Time (seconds) N/A 32
Steps N/A 6
Performing the snapshot restore
Time (seconds) 52 991
Steps 10 4
Exporting LUNs back to the ESXi environment
Time (seconds) N/A 25
Steps N/A 5
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 2
17. Dell EMC PowerStore 7000T HPE Primera A670 Win
Adding LUNs back to the virtualized ESXi environment
Time (seconds) N/A 7
Steps N/A 2
Adding LUNs back to the VM as RDM volumes
Time (seconds) N/A 92
Steps N/A 5
Restarting the application VM
Time (seconds) 4 4
Steps 1 1
Total
Time (seconds) 67 1,217 17.1x faster
Steps 16 31 15 fewer steps
Table 2: Results of our testing on the Dell EMC PowerStore 7000X and HPE Primera A670.
Dell EMC PowerStore 7000X HPE Primera A670 Win
Data reduction ratio
50% 128KB and 50% 256KB
write workload
7.1:1 (reduced 800 GB of data to
111 GB)
2.0:1 (reduced 800 GB of data to
401 GB)
3.5x the data reduction
Scenario 1: Testing storage performance on the Dell EMC PowerStore 7000X (hosting VMs internally) vs. the HPE Primera A670 (hosting
VMs externally)
4KB random write Vdbench
workload (IOPS)
162,931 87,856 85% more IOPS
Scenarios 2-4: Testing database performance on the Dell EMC PowerStore 7000X (simultaneously hosting database VMs internally and
VMs running Vdbench simulations externally) vs. the HPE Primera A670 (only hosting VMs running Vdbench simulations externally)
Scenario 2: Dell EMC PowerStore 7000X internally hosting MongoDB VMs running a YCSB workload
Database operations
per second**
188,320 N/A N/A
Read application latency (ms)** 0.33 N/A N/A
Update (write) application
latency (ms)**
0.41 N/A N/A
Scenario 3: Dell EMC PowerStore 7000X and HPE Primera A670 externally hosting VMs running a Vdbench workload (bandwidth)
256KB Vdbench workload
(MB/s)**
13,704 10,450 31% more bandwidth
Scenario 4: Dell EMC PowerStore 7000X and HPE Primera A670 externally hosting VMs running a Vdbench workload (IOPS)
8KB random write Vdbench
workload (IOPS)**
129,909 78,775 65% more IOPS
**The PowerStore 7000X achieved these results while running Vdbench and MongoDB simultaneously. The HPE Primera A670 was running
only Vdbench.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 3
18. Dell EMC PowerStore 7000X HPE Primera A670 Win
Out-of-the-box VM deployment
Configuring Fibre Channel switch zoning
Time (seconds) N/A 317
Steps N/A 7
Mapping hosts
Time (seconds) N/A 57
Steps N/A 8
Creating one virtual volume
Time (seconds) N/A 45
Steps N/A 6
Adding LUNs to a virtualized ESXi environment
Time (seconds) N/A 38
Steps N/A 7
Creating a single VMFS datastore from a LUN
Time (seconds) N/A 30
Steps N/A 6
Deploying a VM in a VMware vSphere environment
Time (seconds) 53 47
Steps 12 9
Total
Time (seconds) 53 534 9.0x faster
Steps 12 43 31 fewer steps
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 4
19. System configuration information
Table 3: Detailed information on the servers we tested.
Server configuration
information
4x Dell EMC PowerEdge™
R740
4x Dell EMC PowerEdge R740 4x Dell EMC PowerEdge R740
Testbed Dell EMC PowerStore 7000X Dell EMC PowerStore 7000T HPE Primera A670
BIOS name and version
Dell EMC PowerEdge R740
2.3.10
Dell EMC PowerEdge R740
2.2.11
Dell EMC PowerEdge R740
2.2.11
Non-default BIOS settings Virtualization enabled Virtualization enabled Virtualization enabled
Operating system name and
version/build number
VMware ESXi™
6.7.0 Update 3
Build 14320388
VMware ESXi 6.7.0 Update 3
Build 14320388
VMware ESXi 6.7.0 Update 3
Build 14320388
Power management policy Performance Performance Performance
Processor
Number of processors 2 2 2
Vendor and model Intel®
Xeon®
Gold 6230 Intel Xeon Gold 6230 Intel Xeon Gold 6230
Core count (per processor) 20 20 20
Core frequency (GHz) 2.10 2.10 2.10
Memory module(s)
Total memory in system (GB) 256 256 256
Number of memory modules 16 16 16
Vendor and model Hynix®
HMA82GR7CJR8N-WM Hynix HMA82GR7CJR8N-WM Hynix HMA82GR7CJR8N-WM
Size (GB) 16 16 16
Type PC4-2666 PC4-2666 PC4-2666
Speed (MHz) 2,666 2,666 2,666
Speed running in the server
(MHz)
2,666 2,666 2,666
Storage controller
Vendor and model Dell PERC H330 Dell PERC H330 Dell PERC H330
Firmware version 25.5.6.0009 25.5.6.0009 25.5.6.0009
Driver version 7.708.07.00 7.708.07.00 7.708.07.00
Local storage
Number of drives 2 2 2
Drive vendor and model Samsung®
MZ-7LH480A Micron®
MTFDDAK480TDC Micron MTFDDAK480TDC
Drive size (GB) 480 480 480
Drive information (speed,
interface, type)
6Gbps, SATA, SSD 6Gbps, SATA, SSD 6Gbps, SATA, SSD
Network adapter
Vendor and model
Broadcom®
Gigabit Ethernet
BCM5720
Broadcom Gigabit Ethernet
BCM5720
Broadcom Gigabit Ethernet
BCM5720
Number and type of ports
2x 1Gb
2x 10Gb
2x 1Gb
2x 10Gb
2x 1Gb
2x 10Gb
Driver version 21.40.25.31 21.40.22.20 21.40.22.20
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 5
20. Server configuration
information
4x Dell EMC PowerEdge™
R740
4x Dell EMC PowerEdge R740 4x Dell EMC PowerEdge R740
Storage adapter
Vendor and model Emulex®
LPe35002-M2-D Emulex LPe35002-M2-D Emulex LPe35002-M2-D
Number and type of ports 2x 2-port 32 Gb Fibre Channel 2x 2-port 32 Gb Fibre Channel 2x 2-port 32 Gb Fibre Channel
Firmware version 12.2.212.10 12.2.212.10 12.2.212.10
Power supplies
Vendor and model Dell 0PJMDNA01 Dell 05RHVVA03 Dell 05RHVVA03
Number of power supplies 2 2 2
Wattage of each (W) 750 750 750
Table 4: Detailed information on the storage we tested.
Storage configuration
information
Dell EMC PowerStore 7000X Dell EMC PowerStore 7000T HPE Primera A670
Software version 1.0.0.0.5.109 1.0.0.0.5.109 4.1.0.27
Number of storage nodes 2 2 2
Number of data drives 21 21 24
Drive part number 118000740 118000740 P02434-002
Drive size (TB) 1.92 1.92 1.92
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 6
21. Detailed testing procedure
We received three separate testbeds from Dell EMC: one for testing the Dell EMC PowerStore 7000T, one for testing the PowerStore 7000X,
and one for testing the HPE Primera A670. In addition to the storage arrays we tested, each testbed had four Dell EMC PowerEdge R740
servers equipped with two dual-port 32GB Emulex Fibre Channel adapters and VMware ESXi 6.7. With the exception of the internal VMs
running on the PowerStore 7000X array, we performed all testing using Fibre Channel storage protocol and configured the arrays to use 16
ports connected to a 48-port Fibre Channel switch. We used 10GbE switches for testbed management and VM traffic. Where possible, we
verified that the setups on the testbeds were identical, and we configured the hosts, multipathing, and arrays as closely as possible following
best practices published by each storage vendor. For all of our testing, we used CentOS 7 VMs with Vdbench 5.04.07. We configured each
VM with eight vCPUs and 24 GB of RAM.
We performed storage efficiency tests on the HPE Primera A670 array using 16KB deduplication unit sizes, as HPE recommends (https://
h20195.www2.hpe.com/v2/getdocument.aspx?docname=a50000209enw). Both Dell EMC PowerStore arrays can deduplicate 4KB
deduplcation unit sizes, so we tested with this deduplication unit size on the PowerStore 7000X and 7000T arrays.
Data reduction testing
Dell EMC PowerStore 7000T and 7000X vs. HPE Primera A670
We created four 200GB volumes on all three arrays and mapped the volumes to one host in each testbed. We then added the four volumes
to a single VM on each server host as RDM disks. After creating and mapping the volumes and adding the RDM disks, we used Vdbench to
fill the volumes. Next, we checked each array’s GUI to see by how much the array had reduced the data. After recording the data reduction
rate, we deleted the RDM disks and volumes and repeated the volume provisioning and testing process twice more to get three runs per
array. We present the median results.
We used a 50/50 mix of 128KB and 256KB sequential writes with a single thread to fill the LUNs with data:
compratio=3
dedupratio=2
dedupunit=16k (4k for PowerStore arrays)
dedupsets=50%
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
sd=sd3,hd=hd1,lun=/dev/sdd
sd=sd4,hd=hd1,lun=/dev/sde
wd=wd_default,sd=*
wd=wd_prefill,sd=sd*,xfersize=(128k,50,256k,50),seekpct=eof,rdpct=0
rd=default
rd=fill_1,wd=wd_prefill,elapsed=10h,interval=10,iorate=max,forthreads=(1)
rd=fill_2,wd=wd_prefill,elapsed=10h,interval=10,iorate=max,forthreads=(1)
Performance testing
Dell EMC PowerStore 7000T vs. HPE Primera A670
We created 32 800GB volumes and mapped these to all four hosts in each testbed. After rescanning the hosts HBAs, we attached the
volumes as RDM disks to 16 Vdbench test VMs, each of which contained two RDMs. We used Vdbench to prefill the volumes and run the
test. Once the prefilling had completed, we ran through a series of Vdbench I/O simulations and collected the results. After completing the
tests, we unmapped the RDMs and volumes from the VMs and hosts and deleted the volumes on the array. We waited until the number of
uninitialized chunklets on the HPE Primera A670 array returned to zero before we repeated the volume provisioning and testing process
twice to get three runs per array. We present the median results.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 7
22. Prefilling the data
We used 256KB sequential writes with a single thread to fill all 32 volumes with data:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
dedupsets=5%
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_prefill,sd=sd*,xfersize=256k,seekpct=eof,rdpct=0
rd=default
rd=rd_prefill,wd=wd_prefill,elapsed=10h,interval=10,iorate=max,forthreads=(1)
Running the random reads workloads
For these tests, we configured Vdbench to run at 256KB random reads with four threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
….
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_256k,sd=sd*,xfersize=256k,seekpct=100
rd=default
rd=read256k_test,wd=wd_256k,iorate=max,warmup=30,interval=10,forrdpct=(100),elapsed=120,forthreads=(4)
Running the sequential reads workloads
For these tests, we configured Vdbench to run 256KB sequential reads with four threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 8
23. sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_256k,sd=sd*,xfersize=256k,seekpct=seqnz
rd=default
rd=read256k_test,wd=wd_256k,iorate=max,warmup=30,interval=10,forrdpct=(100),elapsed=120,forthreads=(4)
Running the OLTP-like workloads
For these tests, we configured Vdbench to run an OLTP-like workload with a mix of 8KB reads and writes and 128KB reads and writes with
eight threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_OLTP2A_RRH,sd=*,rhpct=100,rdpct=100,xfersize=8K,skew=20,range=(0,6m)
wd=wd_OLTP2A_RM,sd=*,rdpct=100,xfersize=8k,skew=45,range=(0,100)
wd=wd_OLTP2A_RW,sd=*,rdpct=0,xfersize=8K,skew=15,range=(0,100)
wd=wd_OLTP2A_SR,sd=*,rdpct=100,seekpct=seqnz,range=(0,100),xfersize=128K,skew=10
wd=wd_OLTP2A_SW,sd=*,rdpct=0,seekpct=seqnz,range=(0,100),xfersize=128K,skew=10
rd=default
rd=rd_OLTP2A,wd=wd_OLTP2A_*,iorate=max,pause=120,elapsed=120,interval=10,warmup=30,forthreads=8
Testing the 32KB 70/30 read/write mix workloads
For these tests, we configured Vdbench to run a 32KB mixed 70/30 read/write workload with 16 threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
….
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
….
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_32k,sd=sd*,xfersize=32k,seekpct=100
rd=default
rd=read32k_
test,wd=wd_32k,iorate=max,pause=120,warmup=30,interval=10,forrdpct=(70),elapsed=120,forthreads=(16)
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 9
24. Running the 8KB random writes workloads
For these tests, we configured Vdbench to run an 8KB random writes workload with 16 threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_8k,sd=sd*,xfersize=8k,seekpct=100
rd=default
rd=read8k_
test,wd=wd_8k,iorate=max,pause=120,warmup=30,interval=10,forrdpct=(0),elapsed=120,forthreads=(16)
Running the paced OLTP-like workloads
For these tests, we configured Vdbench to generate a 107,000 IOPS OLTP-like workload using a mix of 8KB reads and writes and 128KB
reads and writes with eight threads. When the arrays reached the target IOPS, we captured latency metrics for both arrays:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_OLTP2A_RRH,sd=*,rhpct=100,rdpct=100,xfersize=8K,skew=20,range=(0,6m)
wd=wd_OLTP2A_RM,sd=*,rdpct=100,xfersize=8k,skew=45,range=(0,100)
wd=wd_OLTP2A_RW,sd=*,rdpct=0,xfersize=8K,skew=15,range=(0,100)
wd=wd_OLTP2A_SR,sd=*,rdpct=100,seekpct=seqnz,range=(0,100),xfersize=128K,skew=10
wd=wd_OLTP2A_SW,sd=*,rdpct=0,seekpct=seqnz,range=(0,100),xfersize=128K,skew=10
rd=default
rd=rd_OLTP2A,wd=wd_OLTP2A_*,pause=120,iorate=(107000),elapsed=120,interval=10,warmup=60,forthreads=(8)
After completing these tests, we repeated the 8KB random write test on the HPE Primera A670 with deduplication and compression disabled
on 32x 250GB volumes. We repeated the volume provisioning and testing process twice more to get three test runs. We present the
median results.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 10
25. Dell EMC PowerStore 7000X with internal VMs vs. HPE Primera A670 with external VMs
The Dell EMC PowerStore 7000X array can allow VMs to consume compute and storage resources within the array without the need for
external server hosts. We refer to VMs using this internal storage deployment model as “internal VMs” in this report. We provisioned four
internal Vdbench test VMs on the Dell EMC PowerStore 7000X and four external VMs on the HPE Primera A670 testbed. On the Dell EMC
PowerStore 7000X, we split these four VMs evenly across the two-node VMware PowerStore cluster. On the Primera array, we distributed the
four VMs evenly between two Dell EMC PowerEdge R740 hosts. We created 16 800GB volumes on both arrays and assigned four volumes
to each VM. We used Vdbench to prefill the volumes and run the test. Once Vdbench completed the prefilling, we ran through a series of
Vdbench I/O simulations and collected the results. After we completed the tests, we unmapped the RDMs and volumes from the VMs and
hosts and deleted the volumes on the array. We waited until the number of uninitialized chunklets on the Primera array returned to zero
before we repeated the volume provisioning and testing process twice more to get three runs per array. We present the median results.
Prefilling the LUNS with data
To fill the LUNs with data, we used 256KB sequential writes with a single thread:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore arrays)
dedupsets=5%
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
hd=hd3,system=vdb-005
hd=hd4,system=vdb-006
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd15,hd=hd4,lun=/dev/sdd
sd=sd16,hd=hd4,lun=/dev/sde
wd=default,sd=*
wd=wd_prefill,sd=sd*,xfersize=256k,seekpct=eof,rdpct=0
rd=default
rd=rd_prefill,wd=wd_prefill,elapsed=10h,interval=10,iorate=max,forthreads=(1)
Running the 4KB random write workload
For these tests, we configured Vdbench to run at 4KB random writes with 32 threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore arrays)
messagescan=no
hd=default,shell=ssh,user=root
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
….
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_4k,sd=sd*,xfersize=4k,seekpct=100
rd=default
rd=read4k_
test,wd=wd_4k,iorate=max,pause=120,warmup=30,interval=10,forrdpct=(0),elapsed=120,forthreads=(32)
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 11
26. Dell EMC PowerStore 7000X with internal MongoDB database VMs and external Vdbench VMs
vs. HPE Primera A670 with external Vdbench VMs
We set up a MongoDB replication set consisting of three internal MongoDB VMs on the Dell EMC PowerStore 7000X cluster. We used
a separate YCSB VM running on one of the Dell EMC PowerEdge R740 hosts in the PowerStore 7000X testbed to drive the MongoDB
workload. Simultaneously, we created 32 400GB volumes on each array and mapped them to four Dell EMC PowerEdge R740 hosts on each
testbed. We created RDM disks out of the 32 mapped volumes and mounted two RDMs per VM to 16 external VMs. We distributed all 16
VMs evenly between four Dell EMC PowerEdge R740 hosts. We used Vdbench to prefill the volumes and run the I/O test. Once Vdbench
completed the prefilling, we initialized the replica set on the MongoDB VMs and used the external YCSB VM to load the MongoDB database
with 100 million records. The 16 external VMs connected on the PowerStore 7000X and HPE Primera testbeds ran through 256KB and
8KB Vdbench I/O workloads. While the Vdbench tests were running on the PowerStore 7000X, the three internal VMs were also running a
workload of 50 million operations driven by the external YCSB VM, using four separate YCSB processes and 64 total threads. We collected
Vdbench results for the HPE Primera A670 and both Vdbench and MongoDB results for Dell EMC PowerStore 7000X. Below, Figure 1
demonstrates how we simultaneously ran workload on internally and externally hosted VMs on the Dell EMC PowerStore 7000X. Because the
HPE Primera A670 lacks the ability to host VMs internally, we only ran the external Vdbench workloads on it. After the tests completed, we
deleted all the volumes and the MongoDB databases and allowed the number of uninitialized chunklets on the HPE Primera array return to
zero. We repeated the volume provisioning and testing process twice more to get three runs per array. We present the median results.
Prefilling the data
We used 256KB sequential writes with a single thread to fill the LUNs with data:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore arrays)
dedupsets=5%
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_prefill,sd=sd*,xfersize=256k,seekpct=eof,rdpct=0
rd=default
rd=rd_prefill,wd=wd_prefill,elapsed=10h,interval=10,iorate=max,forthreads=(1)
Figure 1: Time (minutes) it took to run two Vdbench workloads on externally hosted VMs while simultaneously running a
workload on internally hosted VMs on the Dell EMC PowerStore 7000X. Source: Principled Technologies.
0 1 2 3 4 5
TIME IN MINUTES
6 7 8 9 10
MongoDB running on internal VMs
256KB sequential read Vdbench workload running on external VMs 8KB random write Vdbench workload running on external VMs
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 12
27. Running the sequential reads workloads
For these tests, we configured Vdbench to run 256KB sequential reads with three threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore arrays)
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_256k,sd=sd*,xfersize=256k,seekpct=seqnz
rd=default
rd=read256k_test,wd=wd_256k,iorate=max,warmup=30,interval=10,forrdpct=(100),elapsed=300,forthreads=(3)
Running the 8KB random writes workloads
For these tests, we configured Vdbench to run at 8KB random writes with 16 threads:
compratio=3
dedupratio=3
dedupunit=16k (4k for PowerStore array)
messagescan=no
hd=default,shell=ssh,user=root
hd=hd1,system=vdb-001
hd=hd2,system=vdb-002
…
hd=hd15,system=vdb-015
hd=hd16,system=vdb-016
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
…
sd=sd31,hd=hd16,lun=/dev/sdb
sd=sd32,hd=hd16,lun=/dev/sdc
wd=default,sd=*
wd=wd_8k,sd=sd*,xfersize=8k,seekpct=100
rd=default
rd=read8k_
test,wd=wd_8k,iorate=max,pause=300,warmup=30,interval=10,forrdpct=(0),elapsed=300,forthreads=(16)
Prefilling the MongoDB data (Dell EMC PowerStore 7000X only)
We used an externally hosted YCSB VM to load our MongoDB replica set with 100 million records using four YCSB processes each loading
25 million records:
(./bin/ycsb load mongodb-async -s -P ./workloads/workloadb -p mongodb.url=”mongodb://MongoD_
vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p recordcount=100000000 -p insertstart=0 -p
insertcount=25000000)&
(./bin/ycsb load mongodb-async -s -P ./workloads/workloadb -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p recordcount=100000000 -p
insertstart=25000000 -p insertcount=25000000) &
(./bin/ycsb load mongodb-async -s -P ./workloads/workloadb -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p recordcount=100000000 -p
insertstart=50000000 -p insertcount=25000000) &
(./bin/ycsb load mongodb-async -s -P ./workloads/workloadb -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p recordcount=100000000 -p
insertstart=75000000 -p insertcount=25000000)
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 13
28. Running the MongoDB test (Dell EMC PowerStore 7000X only)
We used an externally hosted YCSB VM to run 50 million operations against our MongoDB replica set using four separate YCSB processes:
(./bin/ycsb run mongodb-async -s -P ./workloads/workloadb -threads 16 -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p operationcount=50000000 2>&1 |tee
driver1.out) &
(./bin/ycsb run mongodb-async -s -P ./workloads/workloadb -threads 16 -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p operationcount=50000000 2>&1 |tee
driver2.out) &
(./bin/ycsb run mongodb-async -s -P ./workloads/workloadb -threads 16 -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p operationcount=50000000 2>&1 |tee
driver3.out) &
(./bin/ycsb run mongodb-async -s -P ./workloads/workloadb -threads 16 -p mongodb.url=”mongodb://
MongoD_vm1:27017,MongoD_vm2:27107,MongoD_vm3:27017/ycsb?w=1” -p operationcount=50000000 2>&1 |tee
driver4.out)
Usability testing
Dell EMC PowerStore 7000X vs. HPE Primera A670
Out-of-the-box VM deployment
This testing scenario assumed that the user had initialized both arrays but not performed Fibre Channel zoning or host mapping. Our
scenario also assumed that the HPE Primera A670 could use an available target VMware ESXi host and that the user had deployed a VMware
vCenter®
VM on the Dell EMC PowerStore and HPE Primera testbeds.
Deploying VMs in a VMware vSphere®
environment on the PowerStore 7000X
1. Open a browser, and navigate to vCenter’s vSphere client.
2. Enter credentials, and click Login.
3. Expand the PS7000X Data Center.
4. Expand the PS7000X Cluster.
5. Right-click an ESXi host, and select New Virtual Machine.
6. Select Create a new virtual machine, and click Next.
7. Enter a virtual machine name, and click Next.
8. On Select Storage screen, select PowerStore PS7000X storage, and click Next.
9. On compatibility screen, select ESXi 6.7 and later, and click Next.
10. Select appropriate OS details, and click Next.
11. On Customize hardware screen, click Next.
12. On Ready to complete screen, click Finish. vSphere will create the VM.
Configuring Fibre Channel switch zoning on the HPE Primera A670
1. Log into the Fibre Channel switch UI.
2. Click ConfigureZone Admin.
3. Click Zone tabNew Zone.
4. Create new Fibre Channel zones with the appropriate host’s HBAs and storage ports.
5. Click Zone Config tab, and add all the new zones to Zone Config Members.
6. Click Save Config.
7. Click Enable config, and select the appropriate configuration to enable.
Mapping hosts on the HPE Primera A670
1. Open a browser, and navigate to the HPE Primera and 3PAR StoreServ Management Console (SSMC).
2. Enter credentials, and click Login.
3. Under Primera and 3PAR SSMC dropdown, select Hosts.
4. Click Create host.
5. On General screen, enter a host name, and select a host OS.
6. Under Paths, click Add FC.
7. On Add FC screen, select all host initiators, and click Add.
8. On Create Host screen, click Create.
Enable greater data reduction and storage performance with Dell EMC PowerStore 7000 series storage arrays August 2020 | 14
29. Creating one virtual volume on the HPE Primera A670
1. Under Primera and 3PAR SSMC dropdown, select Virtual Volumes.
2. Click Create Virtual Volume.
3. On General screen, enter a virtual volume name, switch dedup and compression to Yes. For volume size, enter 1 TiB.
4. Expand Export screen, and click Add.
5. On Add screen, select the appropriate host, and click Add.
6. On Create Virtual Volume screen, click Create.
Adding LUNs to a virtualized ESXi environment on the HPE Primera A670
1. Open a browser, and navigate to the vCenter vSphere client.
2. Enter credentials, and click Login.
3. If necessary, expand Datacenter and cluster.
4. Select the target host.
5. Click the Configure tab.
6. To discover newly added storage, under StorageStorage adapters, click Rescan Storage.
7. Select Scan for new Storage Devices, and click OK.
Creating a single VMFS datastore from a LUN on the HPE Primera A670
1. Right-click the target host, and select StorageNew Datastore.
2. On the Type screen, select VMFS, and click Next.
3. On the Name and device selection screen, enter a datastore name, and select a LUN for provisioning the datastore. Click Next.
4. On the VMFS version screen, select VMFS 6, and click Next.
5. On the Partition configuration screen, use default settings, and click Next.
6. On the Ready to complete screen, click Finish.
Deploying a VM in a VMware vSphere environment on the HPE Primera A670
1. On vCenter UI, expand the Data Center.
2. Right-click the ESXi host, and select New Virtual Machine.
3. Select Create a new virtual machine, and click Next.
4. Enter a virtual machine name, and click Next.
5. On Select Storage screen, select the newly created VMFS datastore, and click Next.
6. On compatibility screen, select ESXi 6.7 and later, and click Next.
7. Select appropriate OS details, and click Next.
8. On Customize hardware screen, click Next.
9. On Ready to complete screen, click Finish.
Dell EMC PowerStore 7000T vs. HPE Primera A670
Accessing snapshot restore data
This scenario assumed that both arrays provided storage resources to a single host and that the administrator had deployed 10 100GB
volumes and mounted them as RDMs onto a single CentOS application VM on each testbed. Prior to the baseline manual snapshot, we filled
all RDM volumes to 60 percent capacity using Vdbench with 256KB sequential writes. After executing the baseline snapshot, we ran a mixed
I/O workload for one hour before attempting a restore from the snapshot procedure on 10 RDMs on each testbed.
Prefilling RDM data on the PowerStore 7000T and HPE Primera A670
For these tests, we used Vdbench to prefill RDM data:
compratio=2
dedupratio=2
dedupunit=16k (4k for PowerStore array)
dedupsets=5%
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=CB_command
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30. sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
sd=sd3,hd=hd1,lun=/dev/sdd
sd=sd4,hd=hd1,lun=/dev/sde
sd=sd5,hd=hd1,lun=/dev/sdf
sd=sd6,hd=hd1,lun=/dev/sdg
sd=sd7,hd=hd1,lun=/dev/sdh
sd=sd8,hd=hd1,lun=/dev/sdi
sd=sd9,hd=hd1,lun=/dev/sdj
sd=sd10,hd=hd1,lun=/dev/sdk
wd=default,sd=*
wd=wd_prefill,sd=sd*,xfersize=256k,range=(0,60),seekpct=eof,rdpct=0
rd=default
rd=rd_prefill,wd=wd_prefill,elapsed=1h,interval=10,iorate=max,forthreads=(1)
Taking a manual snapshot of RDM volumes on the Dell EMC PowerStore 7000T
1. In the PowerStore Manager UI, choose StorageVolume Groups.
2. Select the name of the volume group containing the RDM volumes.
3. On the volume group properties screen, click the Protection tab.
4. Under the Protection tab, click Take Snapshot.
5. On the Take Snapshot screen, keep the defaults, and click Take Snapshot.
Taking a manual snapshot of RDM volumes on the HPE Primera A670
1. In the Primera and 3PAR StoreServ Management Console (SSMC), under the Primera and 3PAR SSMC dropdown, click Show All.
2. Click Virtual Volume Sets.
3. Select the Virtual Volume Set.
4. Click the Actions button, and click Create Snapshot.
5. Keep the defaults, and click Create.
Running steady state I/O to RDM volumes on the PowerStore 7000T and HPE Primera A670
For these tests, we used Vdbench to run steady state I/O to RDM volumes:
compratio=2
dedupratio=2
dedupunit=16k (4k for PowerStore array)
dedupsets=5%
messagescan=no
hd=default,shell=ssh,user=root,jvms=1
hd=hd1,system=CB_command
sd=default,openflags=o_direct
sd=sd1,hd=hd1,lun=/dev/sdb
sd=sd2,hd=hd1,lun=/dev/sdc
sd=sd3,hd=hd1,lun=/dev/sdd
sd=sd4,hd=hd1,lun=/dev/sde
sd=sd5,hd=hd1,lun=/dev/sdf
sd=sd6,hd=hd1,lun=/dev/sdg
sd=sd7,hd=hd1,lun=/dev/sdh
sd=sd8,hd=hd1,lun=/dev/sdi
sd=sd9,hd=hd1,lun=/dev/sdj
sd=sd10,hd=hd1,lun=/dev/sdk
wd=default,sd=*
wd=wd_OLTP2A_RRH,sd=*,rhpct=100,rdpct=100,xfersize=8K,skew=20,range=(0,6m)
wd=wd_OLTP2A_RM,sd=*,rdpct=100,xfersize=8k,skew=45,range=(0,30)
wd=wd_OLTP2A_RW,sd=*,rdpct=0,xfersize=8K,skew=15,range=(0,30)
wd=wd_OLTP2A_SR,sd=*,rdpct=100,seekpct=seqnz,range=(0,30),xfersize=128K,skew=10
wd=wd_OLTP2A_SW,sd=*,rdpct=0,seekpct=seqnz,range=(0,30),xfersize=128K,skew=10
rd=default
rd=rd_OLTP2A,wd=wd_OLTP2A_*,iorate=max,elapsed=1h,interval=10,warmup=30,forthreads=(1)
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31. Quiescing the CentOS application VM on the Dell EMC PowerStore 7000T and HPE Primera A670
1. Open a browser, and navigate to the vCenter vSphere client.
2. Enter credentials, and click Login.
3. Expand the data center.
4. Expand the cluster.
5. Right-click the VM, and choose PowerPower Off.
Performing a snapshot restore on the Dell EMC PowerStore 7000T
1. Open a browser, and navigate to the PowerStore Manager UI.
2. Enter credentials, and click Login.
3. Click StorageVolume Groups.
4. Click the name of the volume group containing the RDM volumes.
5. On the Volume group properties screen, click the Protection tab.
6. Check the snapshot timestamp of the snapshot you will restored.
7. Click on More ActionsRestore Using Snapshot.
8. On the Restore Using Snapshot screen, uncheck Take a backup snapshot…, and click Restore.
9. Confirm the restore process by clicking Restore.
10. On the volume group’s Protection tab, review the snapshot restore success message.
11. In the vCenter UI, right-click the CentOS application VM and choose PowerPower On.
The HPE Primera A670 cannot promote snapshots if the user exports the target virtual volumes to a host (see https://support.hpe.
com/hpesc/public/docDisplay?docLocale=en_US&docId=emr_na-a00085217en_us). The HPE Primera A670 requires the user complete
the following steps to restore a snapshot successfully:
Removing the LUNs from the ESXi environment on the HPE Primera A670
1. In the vCenter UI, right-click the VM, and choose Edit Settings.
2. Expand Hard Disks.
3. Remove each RDM from the VM, choose to delete files from the datastore, and click OK.
Unexporting the Virtual Volume Set from the ESXi host on the HPE Primera A670
1. In Primera and 3PAR StoreServ Management Console (SSMC), under the Primera and 3PAR SSMC dropdown, click Show All.
2. Click Virtual Volume Sets.
3. Select the virtual volume set containing the base volumes.
4. Click Actions, and choose Unexport.
5. On the Unexport screen, select the volume set, and click Unexport.
6. Check the I have read and understand… checkbox, and click Yes, unexport.
Performing a snapshot restore on the HPE Primera A670
1. In Primera and 3PAR SSMC, select the virtual volume set containing the snapshot volumes.
2. Click Actions, and click Promote snapshot.
3. On the promote screen, select the Time Stamp of the snapshots you are restoring, and click Promote.
4. To confirm the snapshot promotion, click Yes, promote.
Exporting LUNs back to the ESXi environment on the HPE Primera A670
1. In Primera and 3PAR SSMC, select the virtual volume set containing the base volumes.
2. Click Actions, and choose Export.
3. On the Export screen, in the Export To section, click Add.
4. On the Add screen, choose the ESXi host.
5. On the Export screen, click Export.
Adding LUNs back to the virtualized ESXi environment on the HPE Primera A670
1. In the vCenter UI, if necessary, expand the data center and cluster.
2. To discover newly added storage, right-click the target host, and select StorageRescan Storage.
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32. Principled Technologies is a registered trademark of Principled Technologies, Inc.
All other product names are the trademarks of their respective owners.
DISCLAIMER OF WARRANTIES; LIMITATION OF LIABILITY:
Principled Technologies, Inc. has made reasonable efforts to ensure the accuracy and validity of its testing, however, Principled Technologies, Inc. specifically disclaims
any warranty, expressed or implied, relating to the test results and analysis, their accuracy, completeness or quality, including any implied warranty of fitness for any
particular purpose. All persons or entities relying on the results of any testing do so at their own risk, and agree that Principled Technologies, Inc., its employees and its
subcontractors shall have no liability whatsoever from any claim of loss or damage on account of any alleged error or defect in any testing procedure or result.
In no event shall Principled Technologies, Inc. be liable for indirect, special, incidental, or consequential damages in connection with its testing, even if advised of the
possibility of such damages. In no event shall Principled Technologies, Inc.’s liability, including for direct damages, exceed the amounts paid in connection with Principled
Technologies, Inc.’s testing. Customer’s sole and exclusive remedies are as set forth herein.
This project was commissioned by Dell EMC.
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Adding LUNs back to the VM as RDM volumes on the HPE Primera A670
1. In the vCenter UI, right-click the VM, and choose Edit Settings.
2. Click Add New Device, and click RDM Disk.
3. Select one of the 100GB LUNS, and click OK.
4. Repeat step 2 until you have added all 10 LUNs as RDMs.
5. On Edit Settings screen, click OK.
6. Right-click the CentOS application VM, and choose PowerPower On.
Read the report at http://facts.pt/nb98lrd
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