This presentation is based on Lawrence To's Maximum Availability Architecture (MAA) Oracle Open World Presentation talking about the latest updates on high availability (HA) best practices across multiple architectures, features and products in Oracle Database 19c. It considers all workloads, OLTP, DWH and analytics, mixed workload as well as on-premises and cloud-based deployments.
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.
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 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.
ORACLE 12C DATA GUARD: FAR SYNC, REAL-TIME CASCADE STANDBY AND OTHER GOODIESLudovico Caldara
The new release of Oracle Database has come with many new exciting enhancements for the High Availability.
This whitepaper introduces some new Data Guard features. Among various enhancements, special attention will be given to
the new Far Sync Instance and the Real-Time Cascade Standby.
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.
This document provides an overview of Oracle 12c and its pluggable database feature from a presentation by Gustavo René Antúnez, an Oracle DBA at Pythian. It discusses the benefits of pluggable databases such as greater scalability and consolidation. It also covers key aspects of the multitenant architecture like common users, local users, and views that span the container and pluggable databases. The presentation concludes with a demonstration of RMAN backups in a multitenant environment.
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.
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.
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
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 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.
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
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.
HA, Scalability, DR & MAA in Oracle Database 21c - OverviewMarkus Michalewicz
Oracle Database 21c is Oracle's first Innovation Release and includes a lot of new and innovative HA, Scalability, DR & MAA features to provide the most scalable and reliable Oracle Database available today. This presentation discusses some of the database as well as infrastructure features contributing to this unprecedented level of resiliency.
Oracle Active Data Guard 12c: Far Sync Instance, Real-Time Cascade and Other ...Ludovico Caldara
Slides used for my Oracle Open World 2014 #OOW14 session.
The new release of Oracle Database has come with many new exciting enhancements for high availability. The aim of this presentation is to introduce some new Oracle Active Data Guard features through practical examples and live demos. Among the various enhancements, the new Far Sync Instance and Real-Time Cascade Standby features receive special attention in the session.
Pythian is a global leader in database administration and consulting services. The document discusses the speaker's first 100 days of experience with an Oracle Exadata database machine. It provides an overview of Exadata components and features like Hybrid Columnar Compression and Smart Scan, which offloads processing from database servers to storage cells.
Oracle RAC Virtualized - In VMs, in Containers, On-premises, and in the CloudMarkus Michalewicz
This presentation discusses the support guidelines for using Oracle Real Application Clusters (RAC) in virtualized environments, for which general Oracle Database support guidelines are discussed shortly first.
First presented during DOAG 2021 User Conference, this presentation replaces its predecessor from 2016: https://www.slideshare.net/MarkusMichalewicz/how-to-use-oracle-rac-in-a-cloud-a-support-question
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.
This document provides an architectural diagram of a multitenant database. It shows that a multitenant container database (CDB) contains multiple pluggable databases (PDBs). Common objects like users and roles are defined at the CDB level while each PDB contains local users, roles, and database objects like tables. System resources like memory and processes are shared between the CDB and PDBs.
This document discusses AlwaysOn availability technologies in SQL Server 2017, including Failover Cluster Instances (FCI) and Availability Groups (AG). It provides an overview of how FCI and AG work to provide high availability and disaster recovery, including capabilities like multi-subnet support. The document also summarizes new features and enhancements to FCI and AG in SQL Server 2014, 2016 and 2017.
Oracle Fleet Patching and Provisioning Deep Dive Webcast SlidesLudovico Caldara
Oracle Fleet Patching and Provisioning allows users to provision, patch, and upgrade Oracle databases and Grid Infrastructure across many servers from a central location. It uses a repository of gold images and working copies to deploy consistent configurations at scale while minimizing errors. Key features include Oracle home management, provisioning, patching, upgrading, and integration with REST APIs.
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.
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
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 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.
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
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.
HA, Scalability, DR & MAA in Oracle Database 21c - OverviewMarkus Michalewicz
Oracle Database 21c is Oracle's first Innovation Release and includes a lot of new and innovative HA, Scalability, DR & MAA features to provide the most scalable and reliable Oracle Database available today. This presentation discusses some of the database as well as infrastructure features contributing to this unprecedented level of resiliency.
Oracle Active Data Guard 12c: Far Sync Instance, Real-Time Cascade and Other ...Ludovico Caldara
Slides used for my Oracle Open World 2014 #OOW14 session.
The new release of Oracle Database has come with many new exciting enhancements for high availability. The aim of this presentation is to introduce some new Oracle Active Data Guard features through practical examples and live demos. Among the various enhancements, the new Far Sync Instance and Real-Time Cascade Standby features receive special attention in the session.
Pythian is a global leader in database administration and consulting services. The document discusses the speaker's first 100 days of experience with an Oracle Exadata database machine. It provides an overview of Exadata components and features like Hybrid Columnar Compression and Smart Scan, which offloads processing from database servers to storage cells.
Oracle RAC Virtualized - In VMs, in Containers, On-premises, and in the CloudMarkus Michalewicz
This presentation discusses the support guidelines for using Oracle Real Application Clusters (RAC) in virtualized environments, for which general Oracle Database support guidelines are discussed shortly first.
First presented during DOAG 2021 User Conference, this presentation replaces its predecessor from 2016: https://www.slideshare.net/MarkusMichalewicz/how-to-use-oracle-rac-in-a-cloud-a-support-question
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.
This document provides an architectural diagram of a multitenant database. It shows that a multitenant container database (CDB) contains multiple pluggable databases (PDBs). Common objects like users and roles are defined at the CDB level while each PDB contains local users, roles, and database objects like tables. System resources like memory and processes are shared between the CDB and PDBs.
This document discusses AlwaysOn availability technologies in SQL Server 2017, including Failover Cluster Instances (FCI) and Availability Groups (AG). It provides an overview of how FCI and AG work to provide high availability and disaster recovery, including capabilities like multi-subnet support. The document also summarizes new features and enhancements to FCI and AG in SQL Server 2014, 2016 and 2017.
Oracle Fleet Patching and Provisioning Deep Dive Webcast SlidesLudovico Caldara
Oracle Fleet Patching and Provisioning allows users to provision, patch, and upgrade Oracle databases and Grid Infrastructure across many servers from a central location. It uses a repository of gold images and working copies to deploy consistent configurations at scale while minimizing errors. Key features include Oracle home management, provisioning, patching, upgrading, and integration with REST APIs.
Exploring the Final Frontier of Data Center Orchestration: Network Elements -...Puppet
The document discusses network element automation using Puppet. It provides context on the challenges of manual network configuration including lack of agility, reliability issues from errors, and time spent on basic tasks. Puppet can automate network elements similar to how it automates servers, reducing errors and improving speed/productivity. The Cisco Nexus platform and NXAPI enable programmatic access for automation using Puppet through technologies like onePK and LXC containers running on the switch.
In this session we will illustrate the work done during Kilo to improve the Neutron L2 and the L3 agents. We will start with a deep dive into both agents, explaining how they work. We will then give an overview of their deficiencies before Kilo and we will show how we tackled and solved them. We will describe future enhancements and performance gains that will be possible in future releases because of this debt repayment. We will also provide benchmark data to measure the improvement in terms of performance and scalability where applicable.
SNMP OPC Server from Transcend AutomationBaiju P.S.
SNMP OPC Server will let your automation system both monitor and manage your automation infrastructure. In addition to monitoring your PLCs and Field Devices, you will be able to communicate with all the pieces that make up your automation network, the backbone of your plant.
Transcend Automation is the Authorized business partners for Kepware Technologies. We Market ,Promote, Integrate their products for customers in India
This document discusses network security and monitoring techniques in three sections. Section 5.1 covers LAN security best practices like port security and DHCP snooping to mitigate common attacks. Section 5.2 explains how SNMP allows network monitoring and configuration, including the elements of SNMP and securing SNMPv3. Section 5.3 introduces SPAN as a tool for troubleshooting network issues by duplicating and redirecting traffic to a packet analyzer.
This document discusses network monitoring techniques including syslog, SNMP, and Netflow. Syslog is a standard for message logging that is used for system management. It assigns severity levels to messages. SNMP is a protocol used for collecting and organizing device information on IP networks for monitoring. It uses get, set, and trap requests. Netflow provides the ability to collect and analyze IP traffic information entering or exiting an interface.
This document provides instructions for a lesson on securing network devices. It discusses concepts like router hardening, secure administrative access, and network monitoring techniques. It also outlines objectives like configuring a secure network perimeter and demonstrating secure router administration access. Finally, it provides details on implementing security features like banners, SSH, privilege levels, role-based CLI access, resilient configuration, and password recovery procedures.
[old] Network Performance Monitoring for DevOps and ITSite24x7
Take a look at our updated Network Monitoring presentation in the link given below:
https://www.slideshare.net/Site24x7/network-final
Get comprehensive performance insights by monitoring critical network devices such as routers, switches and firewalls with Site24x7.
About Site24x7:
Site24x7 offers unified cloud monitoring for DevOps and IT operations. Monitor the experience of real users accessing websites and applications from desktop and mobile devices. In-depth monitoring capabilities enable DevOps teams to monitor and troubleshoot applications, servers and network infrastructure including private and public clouds. End user experience monitoring is done from 50+ locations across the world and various wireless carriers. For more information on Site24x7, please visit http://www.site24x7.com/.
Forums: https://forums.site24x7.com/
Facebook: http://www.facebook.com/Site24x7
Twitter: http://twitter.com/site24x7
Google+: https://plus.google.com/+Site24x7
LinkedIn: https://www.linkedin.com/company/site...
View Blogs: http://blogs.site24x7.com/
This document provides an overview of a lesson on securing network devices. The lesson objectives include describing how to configure secure router administration access, SSH, privilege levels, and role-based CLI access. It discusses concepts like router hardening, administrative access configuration, and network monitoring techniques. Specific configuration examples are provided for setting passwords, virtual login security, and SSH. The document also summarizes using SDM to configure the SSH daemon and assigning administrative roles through privilege levels and role-based CLI access.
This document discusses configuring Cisco devices using Puppet and Chef automation tools. It provides an overview of:
- The benefits of automated configuration vs manual configuration such as reliability, auditing, and drift correction.
- How Puppet and Chef work by maintaining configuration state in code and transitioning systems from current to desired state in an idempotent way.
- Key components of Puppet like the Puppet master, catalogs, and Puppet agents. And key components of Chef like the Chef server, cookbooks, recipes, and Chef clients.
- Cisco's One-PK which provides an API and SDK for developing applications to control and configure Cisco devices, and how Puppet and Chef agents are
1) Ansible is being used at Backbase to automate the provisioning of different server configurations for testing their Customer Experience Platform (CXP).
2) A REST API and UI allow users to easily provision new environments from available server stacks configured with Ansible for testing.
3) This enables Backbase to implement continuous delivery practices like automated testing of new versions without affecting production environments.
The document discusses virtualization and its implementation at GHCL Ltd's Sutrapada facility. It defines virtualization as creating virtual versions of operating systems, storage, and network resources. The goals of virtualization are to centralize administration, improve scalability and hardware utilization. Types of virtualization discussed include full, partial, and para virtualization. The document outlines how virtual machines are created, monitored, snapshotted, migrated, and used for failover. It provides an example virtualization implementation at GHCL including resource planning and allocation across three physical servers. Finally, it discusses desktop virtualization and its advantages over traditional desktop computing.
The objective of this project is to make servers of web service, ftp service, VoIP video call service, and manage them centrally from a host in private connection or from remote connection. We will also monitor the services, we are going to install, from this central PC. If there is a problem found like no connectivity, then the monitor agent will notify the network administrator showing the error message.
DPDK Summit 2015 - RIFT.io - Tim MortsolfJim St. Leger
DPDK Summit 2015 in San Francisco.
Presentation by RIFT.io's CTO Tim Mortsolf.
For additional details and the video recording please visit www.dpdksummit.com.
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.
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.
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.
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.
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.
Generative Artificial Intelligence (GenAI) in BusinessDr. Tathagat Varma
My talk for the Indian School of Business (ISB) Emerging Leaders Program Cohort 9. In this talk, I discussed key issues around adoption of GenAI in business - benefits, opportunities and limitations. I also discussed how my research on Theory of Cognitive Chasms helps address some of these issues
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
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?
Massive Power Outage Hits Spain, Portugal, and France: Causes, Impact, and On...Aqusag Technologies
In late April 2025, a significant portion of Europe, particularly Spain, Portugal, and parts of southern France, experienced widespread, rolling power outages that continue to affect millions of residents, businesses, and infrastructure systems.
Technology Trends in 2025: AI and Big Data AnalyticsInData Labs
At InData Labs, we have been keeping an ear to the ground, looking out for AI-enabled digital transformation trends coming our way in 2025. Our report will provide a look into the technology landscape of the future, including:
-Artificial Intelligence Market Overview
-Strategies for AI Adoption in 2025
-Anticipated drivers of AI adoption and transformative technologies
-Benefits of AI and Big data for your business
-Tips on how to prepare your business for innovation
-AI and data privacy: Strategies for securing data privacy in AI models, etc.
Download your free copy nowand implement the key findings to improve your business.
#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.
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.
UiPath Community Berlin: Orchestrator API, Swagger, and Test Manager APIUiPathCommunity
Join this UiPath Community Berlin meetup to explore the Orchestrator API, Swagger interface, and the Test Manager API. Learn how to leverage these tools to streamline automation, enhance testing, and integrate more efficiently with UiPath. Perfect for developers, testers, and automation enthusiasts!
📕 Agenda
Welcome & Introductions
Orchestrator API Overview
Exploring the Swagger Interface
Test Manager API Highlights
Streamlining Automation & Testing with APIs (Demo)
Q&A and Open Discussion
Perfect for developers, testers, and automation enthusiasts!
👉 Join our UiPath Community Berlin chapter: https://community.uipath.com/berlin/
This session streamed live on April 29, 2025, 18:00 CET.
Check out all our upcoming UiPath Community sessions at https://community.uipath.com/events/.
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
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! 🚀
#8: IB switches and Cisco switches use getbulkrequest and traps
PDU uses get operations and traps
Cell targets use traps and getrequests
Point out that one of the challenges of SNMP management is its distributed nature
#13: Go briefly over why we need two enthttps://docs.oracle.com/cd/E24628_01/doc.121/e24473/incident_mgmt.htm#EMADM9790ries. One for the primary agent and one for the backup agent.