This version of "Oracle Real Application Clusters (RAC) 19c & Later – Best Practices" was first presented in Oracle Open World (OOW) London 2020 and includes content from the OOW 2019 version of the deck. The deck has been updated with the latest information regarding ORAchk as well as upgrade tips & tricks.
Oracle RAC 12c provides:
1. Better business continuity and high availability through new features like Application Continuity which allows in-flight transactions to replay following outages.
2. Cost-effective workload management and standardized deployment through technologies like Oracle ASM and Oracle Flex ASM which allow databases and ASM instances to be distributed across nodes for high availability.
3. Agility and scalability due to improved storage management capabilities in Oracle ASM 12c such as support for more disk groups and remote ASM client access.
Understanding oracle rac internals part 1 - slidesMohamed Farouk
This document discusses Oracle RAC internals and architecture. It provides an overview of the Oracle RAC architecture including software deployment, processes, and resources. It also covers topics like VIPs, networks, listeners, and SCAN in Oracle RAC. Key aspects summarized include the typical Oracle RAC software stack, local and cluster resources, how VIPs and networks are configured, and the role and dependencies of listeners.
This document summarizes a presentation on Oracle RAC (Real Application Clusters) internals with a focus on Cache Fusion. The presentation covers:
1. An overview of Cache Fusion and how it allows data to be shared across instances to enable scalability.
2. Dynamic re-mastering which adjusts where data is mastered based on access patterns to reduce messaging.
3. Techniques for handling contention including partitioning, connection pools, and separating redo logs.
4. Benefits of combining Oracle Multitenant and RAC such as aligning PDBs to instances.
5. How Oracle In-Memory Column Store fully integrates with RAC including fault tolerance features.
This document provides a summary of a presentation on Oracle Real Application Clusters (RAC) integration with Exadata, Oracle Data Guard, and In-Memory Database. It discusses how Oracle RAC performance has been optimized on Exadata platforms through features like fast node death detection, cache fusion optimizations, ASM optimizations, and integration with Exadata infrastructure. The presentation agenda indicates it will cover these RAC optimizations as well as integration with Oracle Data Guard and the In-Memory database option.
The document discusses Oracle Real Application Clusters (Oracle RAC) and how it provides high availability and scalability for Oracle Database workloads. Oracle RAC uses a shared-nothing architecture with multiple independent database instances managing a shared database, and it leverages a cluster interconnect for communication between the nodes. Key features of Oracle RAC discussed include dynamic resource management for improved performance, hang detection and resolution capabilities, and service-oriented buffer cache access to optimize data access based on service location.
Oracle Real Application Clusters 19c- Best Practices and Internals- EMEA Tour...Sandesh Rao
In this session, I will cover under-the-hood features that power Oracle Real Application Clusters (Oracle RAC) 19c specifically around Cache Fusion and Service management. Improvements in Oracle RAC helps in integration with features such as Multitenant and Data Guard. In fact, these features benefit immensely when used with Oracle RAC. Finally we will talk about changes to the broader Oracle RAC Family of Products stack and the algorithmic changes that helps quickly detect sick/dead nodes/instances and the reconfiguration improvements to ensure that the Oracle RAC Databases continue to function without any disruption
Understanding Oracle RAC 12c Internals as presented during Oracle Open World 2013 with Mark Scardina.
This is part two of the Oracle RAC 12c "reindeer series" used for OOW13 Oracle RAC-related presentations.
Oracle RAC 19c: Best Practices and Secret InternalsAnil Nair
Oracle Real Application Clusters 19c provides best practices and new features for upgrading to Oracle 19c. It discusses upgrading Oracle RAC to Linux 7 with minimal downtime using node draining and relocation techniques. Oracle 19c allows for upgrading the Grid Infrastructure management repository and patching faster using a new Oracle home. The presentation also covers new resource modeling for PDBs in Oracle 19c and improved Clusterware diagnostics.
How to Use EXAchk Effectively to Manage Exadata EnvironmentsSandesh Rao
This document discusses using the Autonomous Health Framework (AHF) to manage Exadata environments. AHF includes EXAchk for compliance checking and fault detection on Exadata. EXAchk can be run automatically or on-demand to check for compliance issues and potential problems. It integrates with tools like Enterprise Manager, MOS, and TFA to provide centralized reporting and issue resolution. The document provides instructions for installing and configuring AHF and EXAchk for optimal use.
Automatic Storage Management allows Oracle databases to use disk storage that is managed as an integrated cluster file system. It provides functions like striping, mirroring, and rebalancing of data across storage disks. The document outlines new features in Oracle Exadata and Automatic Storage Management including Flex ASM, which eliminates the requirement for an ASM instance on every server, and Flex Disk Groups, which provide file groups and enable quota management and redundancy changes for databases. It also discusses enhancements to disk offline and online operations and rebalancing.
AIOUG : OTNYathra - Troubleshooting and Diagnosing Oracle Database 12.2 and O...Sandesh Rao
This document provides an overview of Oracle Database 12c and Oracle Real Application Clusters (RAC) troubleshooting and diagnosing. It begins with an architectural overview of Grid Infrastructure including Oracle Clusterware and Automatic Storage Management. It then discusses common troubleshooting scenarios and tools that can be used for both proactive and reactive troubleshooting of Oracle RAC environments.
Understanding oracle rac internals part 2 - slidesMohamed Farouk
This document discusses Oracle Real Application Clusters (RAC) internals, specifically focusing on client connectivity and node membership. It provides details on how clients connect to a RAC database, including connect time load balancing, connect time and runtime connection failover. It also describes the key processes that manage node membership in Oracle Clusterware, including CSSD and how it uses network heartbeats and voting disks to monitor nodes and remove failed nodes from the cluster.
This document summarizes a presentation on tuning Oracle GoldenGate for optimal performance in real-world environments. It discusses architectural changes in GoldenGate 12c including a microservices architecture and parallel replication. It also outlines several areas and tools for tuning performance at the host, database, and GoldenGate configuration levels including the use of AWR, STATS commands, and health check scripts.
This document provides an overview of Oracle 12c Pluggable Databases (PDBs). Key points include:
- PDBs allow multiple databases to be consolidated within a single container database (CDB), providing benefits like faster provisioning and upgrades by doing them once per CDB.
- Each PDB acts as an independent database with its own data dictionary but shares resources like redo logs at the CDB level. PDBs can be unplugged from one CDB and plugged into another.
- Hands-on labs demonstrate how to create, open, clone, and migrate PDBs between CDBs. The document also compares characteristics of CDBs and PDBs and shows how a non-C
Oracle ASM Training covers database and storage concepts, ASM architecture, installation and configuration of ASMLIB, creating and managing ASM disk groups, best practices for ASM configuration, and migrating databases to ASM. The document includes an agenda with topics on ASM, ASMLIB, disk groups, files, redundancy, rebalancing, and troubleshooting. It also lists office locations for consulting services.
Automatic Storage Management (ASM) provides a simple way to manage Oracle database files across disk storage. ASM uses disk groups and metadata to distribute data extents across disks for redundancy. Rebalancing operations redistribute extents to maintain even distribution as disks are added or removed, and the estimated time for rebalancing can be found in V$ASM_OPERATION. ASM supports different redundancy levels including external, normal, and high redundancy.
What to Expect From Oracle database 19cMaria Colgan
The Oracle Database has recently switched to an annual release model. Oracle Database 19c is only the second release in this new model. So what can you expect from the latest version of the Oracle Database? This presentation explains how Oracle Database 19c is really 12.2.0.3 the terminal release of the 12.2 family and the new features you can find in this release.
This document discusses upgrading to Oracle Database 19c and migrating to Oracle Multitenant. It provides an overview of key features such as being able to have 3 user-created PDBs without a Multitenant license in 19c. It also demonstrates how to use AutoUpgrade to perform an upgrade and migration to Multitenant with a single command. The document highlights various Multitenant concepts such as resource sharing, connecting to containers, and cloning PDBs.
TFA Collector - what can one do with it Sandesh Rao
The document provides an overview of the Oracle Trace File Analyzer (TFA) features and capabilities. TFA is installed as part of Oracle Grid Infrastructure and Oracle Database installations and provides a single interface to collect diagnostic data across clusters and consolidate it in one place. It reduces the time required to obtain diagnostic data needed to diagnose problems, saving businesses money. TFA can automatically detect events, collect relevant diagnostics, notify administrators, and upload collections to Oracle Support.
This document provides an overview of new features in Oracle Real Application Clusters (RAC) 12c Release 2, including:
1. The Cluster Domain architecture improves scalability by assigning each pluggable database a unique domain ID.
2. Flex diskgroups allow database files to be grouped and managed at the file group level. Quota groups also enable enforcing quota management.
3. The Autonomous Health Framework automates monitoring and problem resolution to reduce downtime.
This document provides an overview and summary of Oracle Data Guard. It discusses the key benefits of Data Guard including disaster recovery, data protection, and high availability. It describes the different types of Data Guard configurations including physical and logical standbys. The document outlines the basic architecture and processes involved in implementing Data Guard including redo transport, apply services, and role transitions. It also summarizes some of the features and protection modes available in different Oracle database versions.
Oracle Real Application Clusters (RAC) 12c Rel. 2 - Operational Best PracticesMarkus Michalewicz
This document outlines an agenda for a presentation on Oracle Real Application Clusters (RAC) 12c Release 2 operational best practices. The agenda includes discussing fundamentals, architecture choices, applying best practices, and using smart features. It provides information on shared storage, networking and interconnect requirements. It also describes the Cluster Domain architecture and how best practices apply across architectures. Tools for obtaining and applying best practices like CVU, ORAchk and the Autonomous Health Framework are also covered.
New Generation Oracle RAC 19c focuses on diagnosing Oracle RAC performance issues. The document discusses tools used by Oracle's RAC performance engineering team to instrument and measure key code areas between releases. It also covers how Oracle RAC provides high availability and scalability for workloads like traditional apps, new apps, IoT workloads, and more. Diagnosing performance requires understanding factors like private network latency and configuration.
The document discusses Oracle Real Application Clusters (RAC) architecture and internals. A typical RAC configuration includes multiple nodes connected to a public network, interconnect, and shared storage. Oracle Grid Infrastructure manages the clusterware and Automatic Storage Management. It provides high availability of databases and other applications by enabling them to run on multiple nodes and utilize the shared storage. The document covers various RAC components like VIPs, listeners, SCAN, client connectivity, node membership, and the interconnect.
The Top 5 Reasons to Deploy Your Applications on Oracle RACMarkus Michalewicz
This document discusses the top 5 reasons to deploy applications on Oracle Real Application Clusters (RAC). It discusses how RAC provides:
1. Developer productivity through transparency that allows developers to focus on application code without worrying about high availability or scalability.
2. Integrated scalability for both applications and database features through techniques like parallel execution and cache fusion that allow linear scaling.
3. Seamless high availability for the entire application stack through capabilities like fast reconfiguration times and zero data loss that prevent application outages.
4. Isolated consolidation for converged use cases through features like pluggable database isolation that allow secure sharing of hardware resources.
5. Full flexibility to choose deployment options
Exploring Oracle Database Performance Tuning Best Practices for DBAs and Deve...Aaron Shilo
The document provides an overview of Oracle database performance tuning best practices for DBAs and developers. It discusses the connection between SQL tuning and instance tuning, and how tuning both the database and SQL statements is important. It also covers the connection between the database and operating system, how features like data integrity and zero downtime updates are important. The presentation agenda includes topics like identifying bottlenecks, benchmarking, optimization techniques, the cost-based optimizer, indexes, and more.
Oracle RAC 12c Practical Performance Management and Tuning as presented during Oracle Open World 2013 with Michael Zoll.
This is part three of the Oracle RAC 12c "reindeer series" used for OOW13 Oracle RAC-related presentations.
This part concludes the main part of the "reindeer series" except for one bonus track "Oracle Multitenant meets Oracle RAC 12c" (available via SlidesShare, too).
Learn about new features in the 19c RAC database. In this session get a good understanding of the architecture of RAC , ASM and the Grid Infrastructure which involves processes, their communication mechanisms, startup sequences and then we move to scenarios and common troubleshooting scenarios with how to proceed to diagnose the same. We will learn to automatically troubleshoot hangs, collect and debug trace, perform best practices on your stack automatically and how to act on the recommendations
This document discusses troubleshooting Oracle Real Application Clusters (RAC). It begins with an overview of RAC architecture including Grid Infrastructure, CRS, ASM, and networking requirements. The document then covers various troubleshooting scenarios for issues like cluster startup failures and node evictions. It also discusses proactive and reactive monitoring tools available in Oracle RAC and recent performance improvements.
Oracle RAC 19c: Best Practices and Secret InternalsAnil Nair
Oracle Real Application Clusters 19c provides best practices and new features for upgrading to Oracle 19c. It discusses upgrading Oracle RAC to Linux 7 with minimal downtime using node draining and relocation techniques. Oracle 19c allows for upgrading the Grid Infrastructure management repository and patching faster using a new Oracle home. The presentation also covers new resource modeling for PDBs in Oracle 19c and improved Clusterware diagnostics.
How to Use EXAchk Effectively to Manage Exadata EnvironmentsSandesh Rao
This document discusses using the Autonomous Health Framework (AHF) to manage Exadata environments. AHF includes EXAchk for compliance checking and fault detection on Exadata. EXAchk can be run automatically or on-demand to check for compliance issues and potential problems. It integrates with tools like Enterprise Manager, MOS, and TFA to provide centralized reporting and issue resolution. The document provides instructions for installing and configuring AHF and EXAchk for optimal use.
Automatic Storage Management allows Oracle databases to use disk storage that is managed as an integrated cluster file system. It provides functions like striping, mirroring, and rebalancing of data across storage disks. The document outlines new features in Oracle Exadata and Automatic Storage Management including Flex ASM, which eliminates the requirement for an ASM instance on every server, and Flex Disk Groups, which provide file groups and enable quota management and redundancy changes for databases. It also discusses enhancements to disk offline and online operations and rebalancing.
AIOUG : OTNYathra - Troubleshooting and Diagnosing Oracle Database 12.2 and O...Sandesh Rao
This document provides an overview of Oracle Database 12c and Oracle Real Application Clusters (RAC) troubleshooting and diagnosing. It begins with an architectural overview of Grid Infrastructure including Oracle Clusterware and Automatic Storage Management. It then discusses common troubleshooting scenarios and tools that can be used for both proactive and reactive troubleshooting of Oracle RAC environments.
Understanding oracle rac internals part 2 - slidesMohamed Farouk
This document discusses Oracle Real Application Clusters (RAC) internals, specifically focusing on client connectivity and node membership. It provides details on how clients connect to a RAC database, including connect time load balancing, connect time and runtime connection failover. It also describes the key processes that manage node membership in Oracle Clusterware, including CSSD and how it uses network heartbeats and voting disks to monitor nodes and remove failed nodes from the cluster.
This document summarizes a presentation on tuning Oracle GoldenGate for optimal performance in real-world environments. It discusses architectural changes in GoldenGate 12c including a microservices architecture and parallel replication. It also outlines several areas and tools for tuning performance at the host, database, and GoldenGate configuration levels including the use of AWR, STATS commands, and health check scripts.
This document provides an overview of Oracle 12c Pluggable Databases (PDBs). Key points include:
- PDBs allow multiple databases to be consolidated within a single container database (CDB), providing benefits like faster provisioning and upgrades by doing them once per CDB.
- Each PDB acts as an independent database with its own data dictionary but shares resources like redo logs at the CDB level. PDBs can be unplugged from one CDB and plugged into another.
- Hands-on labs demonstrate how to create, open, clone, and migrate PDBs between CDBs. The document also compares characteristics of CDBs and PDBs and shows how a non-C
Oracle ASM Training covers database and storage concepts, ASM architecture, installation and configuration of ASMLIB, creating and managing ASM disk groups, best practices for ASM configuration, and migrating databases to ASM. The document includes an agenda with topics on ASM, ASMLIB, disk groups, files, redundancy, rebalancing, and troubleshooting. It also lists office locations for consulting services.
Automatic Storage Management (ASM) provides a simple way to manage Oracle database files across disk storage. ASM uses disk groups and metadata to distribute data extents across disks for redundancy. Rebalancing operations redistribute extents to maintain even distribution as disks are added or removed, and the estimated time for rebalancing can be found in V$ASM_OPERATION. ASM supports different redundancy levels including external, normal, and high redundancy.
What to Expect From Oracle database 19cMaria Colgan
The Oracle Database has recently switched to an annual release model. Oracle Database 19c is only the second release in this new model. So what can you expect from the latest version of the Oracle Database? This presentation explains how Oracle Database 19c is really 12.2.0.3 the terminal release of the 12.2 family and the new features you can find in this release.
This document discusses upgrading to Oracle Database 19c and migrating to Oracle Multitenant. It provides an overview of key features such as being able to have 3 user-created PDBs without a Multitenant license in 19c. It also demonstrates how to use AutoUpgrade to perform an upgrade and migration to Multitenant with a single command. The document highlights various Multitenant concepts such as resource sharing, connecting to containers, and cloning PDBs.
TFA Collector - what can one do with it Sandesh Rao
The document provides an overview of the Oracle Trace File Analyzer (TFA) features and capabilities. TFA is installed as part of Oracle Grid Infrastructure and Oracle Database installations and provides a single interface to collect diagnostic data across clusters and consolidate it in one place. It reduces the time required to obtain diagnostic data needed to diagnose problems, saving businesses money. TFA can automatically detect events, collect relevant diagnostics, notify administrators, and upload collections to Oracle Support.
This document provides an overview of new features in Oracle Real Application Clusters (RAC) 12c Release 2, including:
1. The Cluster Domain architecture improves scalability by assigning each pluggable database a unique domain ID.
2. Flex diskgroups allow database files to be grouped and managed at the file group level. Quota groups also enable enforcing quota management.
3. The Autonomous Health Framework automates monitoring and problem resolution to reduce downtime.
This document provides an overview and summary of Oracle Data Guard. It discusses the key benefits of Data Guard including disaster recovery, data protection, and high availability. It describes the different types of Data Guard configurations including physical and logical standbys. The document outlines the basic architecture and processes involved in implementing Data Guard including redo transport, apply services, and role transitions. It also summarizes some of the features and protection modes available in different Oracle database versions.
Oracle Real Application Clusters (RAC) 12c Rel. 2 - Operational Best PracticesMarkus Michalewicz
This document outlines an agenda for a presentation on Oracle Real Application Clusters (RAC) 12c Release 2 operational best practices. The agenda includes discussing fundamentals, architecture choices, applying best practices, and using smart features. It provides information on shared storage, networking and interconnect requirements. It also describes the Cluster Domain architecture and how best practices apply across architectures. Tools for obtaining and applying best practices like CVU, ORAchk and the Autonomous Health Framework are also covered.
New Generation Oracle RAC 19c focuses on diagnosing Oracle RAC performance issues. The document discusses tools used by Oracle's RAC performance engineering team to instrument and measure key code areas between releases. It also covers how Oracle RAC provides high availability and scalability for workloads like traditional apps, new apps, IoT workloads, and more. Diagnosing performance requires understanding factors like private network latency and configuration.
The document discusses Oracle Real Application Clusters (RAC) architecture and internals. A typical RAC configuration includes multiple nodes connected to a public network, interconnect, and shared storage. Oracle Grid Infrastructure manages the clusterware and Automatic Storage Management. It provides high availability of databases and other applications by enabling them to run on multiple nodes and utilize the shared storage. The document covers various RAC components like VIPs, listeners, SCAN, client connectivity, node membership, and the interconnect.
The Top 5 Reasons to Deploy Your Applications on Oracle RACMarkus Michalewicz
This document discusses the top 5 reasons to deploy applications on Oracle Real Application Clusters (RAC). It discusses how RAC provides:
1. Developer productivity through transparency that allows developers to focus on application code without worrying about high availability or scalability.
2. Integrated scalability for both applications and database features through techniques like parallel execution and cache fusion that allow linear scaling.
3. Seamless high availability for the entire application stack through capabilities like fast reconfiguration times and zero data loss that prevent application outages.
4. Isolated consolidation for converged use cases through features like pluggable database isolation that allow secure sharing of hardware resources.
5. Full flexibility to choose deployment options
Exploring Oracle Database Performance Tuning Best Practices for DBAs and Deve...Aaron Shilo
The document provides an overview of Oracle database performance tuning best practices for DBAs and developers. It discusses the connection between SQL tuning and instance tuning, and how tuning both the database and SQL statements is important. It also covers the connection between the database and operating system, how features like data integrity and zero downtime updates are important. The presentation agenda includes topics like identifying bottlenecks, benchmarking, optimization techniques, the cost-based optimizer, indexes, and more.
Oracle RAC 12c Practical Performance Management and Tuning as presented during Oracle Open World 2013 with Michael Zoll.
This is part three of the Oracle RAC 12c "reindeer series" used for OOW13 Oracle RAC-related presentations.
This part concludes the main part of the "reindeer series" except for one bonus track "Oracle Multitenant meets Oracle RAC 12c" (available via SlidesShare, too).
Learn about new features in the 19c RAC database. In this session get a good understanding of the architecture of RAC , ASM and the Grid Infrastructure which involves processes, their communication mechanisms, startup sequences and then we move to scenarios and common troubleshooting scenarios with how to proceed to diagnose the same. We will learn to automatically troubleshoot hangs, collect and debug trace, perform best practices on your stack automatically and how to act on the recommendations
This document discusses troubleshooting Oracle Real Application Clusters (RAC). It begins with an overview of RAC architecture including Grid Infrastructure, CRS, ASM, and networking requirements. The document then covers various troubleshooting scenarios for issues like cluster startup failures and node evictions. It also discusses proactive and reactive monitoring tools available in Oracle RAC and recent performance improvements.
Based on the information provided:
- Nodes 1 and 2 detected that the other node was missing heartbeats and initiated eviction processes simultaneously.
- However, node 2's CSSD correctly detected that node 1 was still actively updating the voting disks based on the disk heartbeat information, indicating it was still active.
- To prevent a potential split-brain situation, node 2's CSSD aborted the local node instead of continuing with the eviction process, since node 1 appeared to be the larger and active cohort.
- This demonstrates how Oracle Clusterware is designed to detect and resolve potential split-brain situations during node failure/ejection events to maintain cluster integrity. The CSSD on node 2 made the right decision to
An Oracle RAC expert presented best practices for Oracle RAC 12c Release 2. The presentation covered the new Cluster Domain architecture which allows for centralized management of multiple member clusters through a Domain Services Cluster. It also summarized new Oracle RAC features such as Pluggable Database Isolation, Hang Manager, choosing the optimal access path, and Zero Impact Patching which allows patching the grid infrastructure without affecting database operations.
Las nuevas arquitecturas, servicios y micro-servicios web, aplicaciones y apps, Bots, IoT, AI, etc., que demandan las organizaciones, necesitan cada vez más del talento y experiencia de los Administradores de Bases de Datos para dar consejos, sugerencias y respuestas que aporten un valor diferencial a los grupos de desarrollo y usuarios de negocio.
Te mostramos las claves del nuevo rol del DBA, que complementa la “A” de Administrar con: Analizar, Aconsejar, Automatizar y crear Arquitecturas eficientes y Autónomas para la gestión Avanzada de datos, colaborando con los desarrolladores y usuarios desde un conocimiento profundo de las base de datos.
Oracle OpenWorld 2017 presentation on Oracle RAC 12c Rel. 2 & Cluster Architecture Internals. Presented by Anil Nair together with Dave Hickson, Database Architect, British Telecom (BT).
This presentation focuses on new Cluster Architectures introduced with Oracle RAC 12c Rel. 2 and how internal enhancements in Oracle RAC can help to facilitate them.
Oracle RAC and Your Way to the Cloud by Angelo PruscinoMarkus Michalewicz
Angelo Pruscino, SVP Oracle RAC Development, presents the future of Oracle RAC, including some upcoming technologies and their relevance for the (private) database cloud as part of his Keynote during the DOAG 2014 conference.
Consolidate and prepare for cloud efficienciesDLT Solutions
The document discusses Oracle Database 12c's Multitenant option, which allows customers to consolidate databases in the cloud for efficiencies. It describes the multitenant architecture that enables shared resources across pluggable databases. This reduces costs while improving agility through fast provisioning and portability between databases. The document also covers managing a multitenant environment, upgrading to multitenancy, and provides several use cases such as database as a service.
Oracle RAC is an option to the Oracle Database Enterprise Edition. At least, this is what it is known for. This presentation shows the many ways in which the stack, which is known as Oracle RAC can be used in the most efficient way for various use cases.
With the Oracle Multitenant option of Oracle Database 12c, the services of individual pluggable databases (PDBs) can be opened selectively on specified nodes of an Oracle Real Application Clusters (Oracle RAC) cluster. A true symbiotic relationship: the Oracle Multitenant option makes Oracle RAC better, and Oracle RAC makes the Oracle Multitenant option better! UPDATE for IOUG 2014.
The document discusses Oracle's Zero Data Loss Recovery Appliance. It aims to fundamentally change how databases are protected by pushing database changes in real-time instead of periodic backups. This minimizes impact on production databases and ensures zero data loss. It stores database changes efficiently on disk and can restore databases to any point in time using these deltas. It also creates space-efficient "virtual" full backups without requiring full backups. This enables long retention of backup history with minimal storage.
C6 oracles storage_strategy_from_databases_to_engineered_systems_to_cloudDr. Wilfred Lin (Ph.D.)
The document discusses Oracle's storage strategy of integrating storage with its other products like databases, engineered systems, and cloud offerings. It outlines how storage is moving from standalone products to being engineered as part of complete systems to improve functionality, performance and reduce costs. Oracle storage products are designed to work closely with databases, engineered systems and public cloud to simplify management and move data seamlessly between on-premises and cloud environments. Examples are given of customers benefiting from faster database provisioning, data protection and time to market using Oracle's engineered storage solutions.
Presentación de Oracle Database Cloud Service como servicio en la nube, tema de interés puntero puesto que actualmente la dirección de las empresas va en ese punto de llevar sus bases de datos y aplicaciones a la nube.
Oracle RAC 19c - the Basis for the Autonomous DatabaseMarkus Michalewicz
Oracle Real Application Clusters (RAC) has been Oracle's premier database availability and scalability solution for more than two decades as it provides near linear horizontal scalability without the need to change the application code. This session explains why Oracle RAC 19c is the basis for Oracle's Autonomous Database by introducing some of its latest features, some of which were specifically designed for ATP-D, as well as by taking a peek under the hood of the dedicated Autonomous Database Service (ATP-D).
The document summarizes Oracle's SuperCluster engineered system. It provides consolidated application and database deployment with in-memory performance. Key features include Exadata intelligent storage, Oracle M6 and T5 servers, a high-speed InfiniBand network, and Oracle VM virtualization. The SuperCluster enables database as a service with automated provisioning and security for multi-tenant deployment across industries.
The document provides a roadmap for Oracle Coherence, including upcoming versions, new capabilities, and use cases. Key points include:
- Coherence 19 will support JDK 8 and 11 and include new development, runtime, and cloud capabilities.
- Common use cases for Coherence include as a web application platform, fast data platform, and for offloading backend/legacy systems.
- New features in recent/upcoming versions include persistence, federated caching, security improvements, and leveraging Java 8 features like lambdas and streams.
Scaling paypal workloads with oracle rac ssAnil Nair
PayPal workloads scale efficiently with Oracle Real Application Clusters (RAC). Oracle RAC provides high availability, scalability, and performance for PayPal's workloads. Oracle RAC utilizes features like cache fusion, dynamic resource management, and fine-grained processes to optimize performance on modern CPU architectures. Oracle RAC also provides near-zero downtime for reconfiguration and patching through optimizations like recovery buddies. PayPal leverages over 250 Oracle RAC clusters with over 90 petabytes of database storage to handle its transaction processing and analytics workloads at scale with high performance.
Smart monitoring how does oracle rac manage resource, state ukoug19Anil Nair
An important requirement for HA and to provide scalability is to detect problems and resolve them quickly before the user sessions get affected. Oracle RAC along with its Family of Solutions work together cohesively to detect conditions such as "Un-responsive Instances", Network issues quickly and resolve them by either redirecting the work to other instances or redundant network paths
Using Machine Learning to Debug complex Oracle RAC IssuesAnil Nair
This document discusses using machine learning to debug complex Oracle RAC issues. It provides an agenda that includes how issues are diagnosed, what's new in diagnostic tools, and walking through common problem scenarios. Machine learning and automated tools are helping to proactively detect issues, react faster to problems, and determine the root cause of issues.
Using Machine Learning to Debug Oracle RAC IssuesAnil Nair
This deck was used at UKOUG 2018 to explain how Oracle Real Application Clusters (RAC) uses Machine Learning to make the job of Database Administrators easier.
The document outlines best practices for upgrading Oracle Real Application Clusters (RAC) to Oracle 12c. It discusses why upgrades are important, as older versions will become desupported. It recommends using rolling upgrades when possible to minimize downtime. The document reviews features in Oracle 12c RAC that improve the upgrade process, such as the ability to continue an upgrade even if a node fails and complete the upgrade on the remaining nodes. It also introduces the new "batch upgrade" feature, which allows upgrading nodes in groups to further reduce downtime. Instructions are provided on how to properly perform the grid infrastructure upgrade.
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.
AI Changes Everything – Talk at Cardiff Metropolitan University, 29th April 2...Alan Dix
Talk at the final event of Data Fusion Dynamics: A Collaborative UK-Saudi Initiative in Cybersecurity and Artificial Intelligence funded by the British Council UK-Saudi Challenge Fund 2024, Cardiff Metropolitan University, 29th April 2025
https://alandix.com/academic/talks/CMet2025-AI-Changes-Everything/
Is AI just another technology, or does it fundamentally change the way we live and think?
Every technology has a direct impact with micro-ethical consequences, some good, some bad. However more profound are the ways in which some technologies reshape the very fabric of society with macro-ethical impacts. The invention of the stirrup revolutionised mounted combat, but as a side effect gave rise to the feudal system, which still shapes politics today. The internal combustion engine offers personal freedom and creates pollution, but has also transformed the nature of urban planning and international trade. When we look at AI the micro-ethical issues, such as bias, are most obvious, but the macro-ethical challenges may be greater.
At a micro-ethical level AI has the potential to deepen social, ethnic and gender bias, issues I have warned about since the early 1990s! It is also being used increasingly on the battlefield. However, it also offers amazing opportunities in health and educations, as the recent Nobel prizes for the developers of AlphaFold illustrate. More radically, the need to encode ethics acts as a mirror to surface essential ethical problems and conflicts.
At the macro-ethical level, by the early 2000s digital technology had already begun to undermine sovereignty (e.g. gambling), market economics (through network effects and emergent monopolies), and the very meaning of money. Modern AI is the child of big data, big computation and ultimately big business, intensifying the inherent tendency of digital technology to concentrate power. AI is already unravelling the fundamentals of the social, political and economic world around us, but this is a world that needs radical reimagining to overcome the global environmental and human challenges that confront us. Our challenge is whether to let the threads fall as they may, or to use them to weave a better future.
The Evolution of Meme Coins A New Era for Digital Currency ppt.pdfAbi john
Analyze the growth of meme coins from mere online jokes to potential assets in the digital economy. Explore the community, culture, and utility as they elevate themselves to a new era in cryptocurrency.
Mobile App Development Company in Saudi ArabiaSteve Jonas
EmizenTech is a globally recognized software development company, proudly serving businesses since 2013. With over 11+ years of industry experience and a team of 200+ skilled professionals, we have successfully delivered 1200+ projects across various sectors. As a leading Mobile App Development Company In Saudi Arabia we offer end-to-end solutions for iOS, Android, and cross-platform applications. Our apps are known for their user-friendly interfaces, scalability, high performance, and strong security features. We tailor each mobile application to meet the unique needs of different industries, ensuring a seamless user experience. EmizenTech is committed to turning your vision into a powerful digital product that drives growth, innovation, and long-term success in the competitive mobile landscape of Saudi Arabia.
Complete Guide to Advanced Logistics Management Software in Riyadh.pdfSoftware Company
Explore the benefits and features of advanced logistics management software for businesses in Riyadh. This guide delves into the latest technologies, from real-time tracking and route optimization to warehouse management and inventory control, helping businesses streamline their logistics operations and reduce costs. Learn how implementing the right software solution can enhance efficiency, improve customer satisfaction, and provide a competitive edge in the growing logistics sector of Riyadh.
TrsLabs - Fintech Product & Business ConsultingTrs Labs
Hybrid Growth Mandate Model with TrsLabs
Strategic Investments, Inorganic Growth, Business Model Pivoting are critical activities that business don't do/change everyday. In cases like this, it may benefit your business to choose a temporary external consultant.
An unbiased plan driven by clearcut deliverables, market dynamics and without the influence of your internal office equations empower business leaders to make right choices.
Getting things done within a budget within a timeframe is key to Growing Business - No matter whether you are a start-up or a big company
Talk to us & Unlock the competitive advantage
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! 🚀
Special Meetup Edition - TDX Bengaluru Meetup #52.pptxshyamraj55
We’re bringing the TDX energy to our community with 2 power-packed sessions:
🛠️ Workshop: MuleSoft for Agentforce
Explore the new version of our hands-on workshop featuring the latest Topic Center and API Catalog updates.
📄 Talk: Power Up Document Processing
Dive into smart automation with MuleSoft IDP, NLP, and Einstein AI for intelligent document workflows.
Enhancing ICU Intelligence: How Our Functional Testing Enabled a Healthcare I...Impelsys Inc.
Impelsys provided a robust testing solution, leveraging a risk-based and requirement-mapped approach to validate ICU Connect and CritiXpert. A well-defined test suite was developed to assess data communication, clinical data collection, transformation, and visualization across integrated devices.
Linux Support for SMARC: How Toradex Empowers Embedded DevelopersToradex
Toradex brings robust Linux support to SMARC (Smart Mobility Architecture), ensuring high performance and long-term reliability for embedded applications. Here’s how:
• Optimized Torizon OS & Yocto Support – Toradex provides Torizon OS, a Debian-based easy-to-use platform, and Yocto BSPs for customized Linux images on SMARC modules.
• Seamless Integration with i.MX 8M Plus and i.MX 95 – Toradex SMARC solutions leverage NXP’s i.MX 8 M Plus and i.MX 95 SoCs, delivering power efficiency and AI-ready performance.
• Secure and Reliable – With Secure Boot, over-the-air (OTA) updates, and LTS kernel support, Toradex ensures industrial-grade security and longevity.
• Containerized Workflows for AI & IoT – Support for Docker, ROS, and real-time Linux enables scalable AI, ML, and IoT applications.
• Strong Ecosystem & Developer Support – Toradex offers comprehensive documentation, developer tools, and dedicated support, accelerating time-to-market.
With Toradex’s Linux support for SMARC, developers get a scalable, secure, and high-performance solution for industrial, medical, and AI-driven applications.
Do you have a specific project or application in mind where you're considering SMARC? We can help with Free Compatibility Check and help you with quick time-to-market
For more information: https://www.toradex.com/computer-on-modules/smarc-arm-family
DevOpsDays Atlanta 2025 - Building 10x Development Organizations.pptxJustin Reock
Building 10x Organizations with Modern Productivity Metrics
10x developers may be a myth, but 10x organizations are very real, as proven by the influential study performed in the 1980s, ‘The Coding War Games.’
Right now, here in early 2025, we seem to be experiencing YAPP (Yet Another Productivity Philosophy), and that philosophy is converging on developer experience. It seems that with every new method we invent for the delivery of products, whether physical or virtual, we reinvent productivity philosophies to go alongside them.
But which of these approaches actually work? DORA? SPACE? DevEx? What should we invest in and create urgency behind today, so that we don’t find ourselves having the same discussion again in a decade?
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.
How Can I use the AI Hype in my Business Context?Daniel Lehner
𝙄𝙨 𝘼𝙄 𝙟𝙪𝙨𝙩 𝙝𝙮𝙥𝙚? 𝙊𝙧 𝙞𝙨 𝙞𝙩 𝙩𝙝𝙚 𝙜𝙖𝙢𝙚 𝙘𝙝𝙖𝙣𝙜𝙚𝙧 𝙮𝙤𝙪𝙧 𝙗𝙪𝙨𝙞𝙣𝙚𝙨𝙨 𝙣𝙚𝙚𝙙𝙨?
Everyone’s talking about AI but is anyone really using it to create real value?
Most companies want to leverage AI. Few know 𝗵𝗼𝘄.
✅ What exactly should you ask to find real AI opportunities?
✅ Which AI techniques actually fit your business?
✅ Is your data even ready for AI?
If you’re not sure, you’re not alone. This is a condensed version of the slides I presented at a Linkedin webinar for Tecnovy on 28.04.2025.
Noah Loul Shares 5 Steps to Implement AI Agents for Maximum Business Efficien...Noah Loul
Artificial intelligence is changing how businesses operate. Companies are using AI agents to automate tasks, reduce time spent on repetitive work, and focus more on high-value activities. Noah Loul, an AI strategist and entrepreneur, has helped dozens of companies streamline their operations using smart automation. He believes AI agents aren't just tools—they're workers that take on repeatable tasks so your human team can focus on what matters. If you want to reduce time waste and increase output, AI agents are the next move.