The database still stands as a major barrier to development agility. Learn how database automation enables Agile and DevOps initiatives to reach their true potential.
This webinar discusses managing databases like codebases. It begins at specific times for different timezones. Attendees will be muted with questions submitted through a text box. Recordings will be available online. Presenters from Delphix and DBmaestro will discuss how databases are not as agile as code and present challenges to continuous delivery. Traditional databases require costly setup and lack automation. With DBmaestro and Delphix's tools, databases can be version controlled and deployed like code to enable parallel development and faster provisioning with self-service environments and deployment automation.
This joint webinar with Neebula Systems CTO Ariel Gordon and DBmaestro CTO Yaniv Yehuda highlights the critical features in best practices and tools that are required to address the new challenges to your organization.
ארגונים ברחבי העולם מגבירים את השימוש בתהליכי DevOps לטובת שיפור היתרון התחרותי שלהם, הורדת סיכונים והפחתת עלויות פיתוח. כיום ניתן ליישם את ההצלחה של ה-DevOps בעולם מסדי הנתונים, על ידי ביצוע אוטומציה של תהליכי הפיתוח והעברה בין סביבות, אכיפת מנגנוני אבטחה, והפחתת הסיכונים הכרוכים בתהליך.
This document discusses database automation and the mistrust that can exist around it. A survey found that while continuous delivery is on the rise, database automation sees less adoption due to mistrust. Database changes can impact whole systems, so any automation must be done carefully. Script-based version control and deployment can lead to issues like out-of-process changes and working on wrong revisions. Integrating databases into version control and continuous delivery processes through tools like DBmaestro can bring more visibility, control and trust to database changes and deployments. This is done by enforcing best practices, tracking who made changes, and facilitating automated but safe deployments through capabilities like baseline comparisons and impact analysis.
The document discusses the challenges that retail companies face with database downtime and changes. It notes that downtime can result in significant lost revenue for retailers. Common database development practices like using scripts are outlined as being difficult to maintain and not providing adequate change control. The solution, DBmaestro TeamWork, is presented as providing database version control, enforcement of best practices for database changes, automated deployments between environments, and overall improved productivity and quality.
The document summarizes findings from a survey on continuous delivery practices. The survey found that while 81% of organizations practiced some form of continuous delivery for their code, only around 50% did so for their databases. Key challenges included a lack of database version control, manual scripting processes prone to errors, and a lack of trust and communication between developers and database administrators. Adopting database version control, automated deployments informed by version control data, and making DBAs responsible for continuous delivery processes could help address these challenges and barriers to fully implementing continuous delivery for databases.
Continuous Delivery & the Database - the Final FrontierXebiaLabs
Slides from the 11th Feb 2015 webinar "" by XebiaLabs and DBmaestro: http://blog.xebialabs.com/2015/01/28/continuous-delivery-database-final-frontier/
The growing business pressure to deliver new functionalities and applications faster drives companies to implementing practices such as Continuous Delivery.
The webinar discussed challenges with database development and version control. Traditional script-based approaches cause issues like out-of-process changes, working on the wrong code revisions, and lack of history tracking for database changes. The presenters demonstrated a database version control solution that enforces a coordinated development process, integrates with existing version control systems, and provides automated deployment to eliminate errors from manual scripting. Key benefits included parallel development, fast bug detection, and streamlined provisioning with reduced risks from human errors.
Presentation on dbMaestro TeamWork - a Database Change Management solution with the unique Database Change Policy enforcement and supports all development methods such as waterfall, agile and DevOps
1. Traditional database development faces issues like lack of source control, tedious deployment scripts, and manual processes.
2. DevOps principles like continuous integration, static code analysis, and automation can help address these issues. Database changes can be tracked in source control and deployed automatically.
3. There are different approaches to database deployment like state-based using DACPAC files or migration-based using incremental scripts stored in source control. Tools like SSDT, ReadyRoll, and Flyway support these approaches.
This joint webinar for DBmaestro (www.dbmaestro.com)and Delphix discuss the synergy between Delphix’s Database Virtualiztion and DBmaestro’s Database Enforced Change Management solutions.
The session discuss the challenges in database development and show in practice how Database Enforced
Change Management and Database Virtualization work together to create a version control, branching and merging method that addresses these challenges.
The future of DevOps: fully left-shifted deployments with version control and...Red Gate Software
Join us to see Redgate's latest database DevOps innovations, which empower developers to code in the IDEs of their choice, version control database changes in plain SQL, and easily validate their changes against a masked copy of production as soon as they make the change.
By integrating cloning technology into proven developer workflows, Redgate:
• Provides a platform for easy and safe experimentation and innovation
• Reduces time to market for changes by removing manual work and enabling Continuous Delivery
• Supports continuous quality with static code analysis and automated testing functionality
Kendra Little will show you Redgate's recent innovations in action and give you a picture of where Database DevOps is going, and why.
PASS President Grant Fritchey, and Redgate’s Arneh Eskandari, will show you how Redgate’s Database DevOps solution works to improve your database development and deployment processes.
You'll see a demo of the following Redgate tools - SQL Source Control, DLM Automation and DLM Dashboard - and find out how they plug into Git and Jenkins.
Learn how to:
- Version control your databases from SSMS to track and understand changes
- Include your database in your Continuous Integration process to get quick feedback
- Automate your database deployment process to have safe, reliable, repeatable deployments
- Monitor your databases across environments to understand their versions and get notified of changes
Continuous Integration for Oracle Database DevelopmentVladimir Bakhov
The document provides information about continuous integration (CI) for database development projects. It discusses how version control, automated testing, and continuous deployment can be applied to database code and artifacts. Key points include:
- Storing database scripts, structures, and data migrations in version control to allow for automated deployment and rollbacks.
- Maintaining a "trunk" version that serves as the single source of truth for all changes.
- Taking nightly backups of a production-like environment and deploying changes since the last build to test integration.
- Generating deployment scripts by comparing the trunk to the current production version.
- Running automated tests after each deployment to catch errors early.
Database continuous integration, unit test and functional testHarry Zheng
Discuss continuous integration for database projects, including building project, deploying project to database, and executing unit tests and functional tests.
This presentation will also discuss database test standards, tips and tricks.
Databases create a real challenge for automation and dealing with database deployments is a complex process. Databases contain our most valuable information, business data, which must be preserved and protected at all costs and yet the automation processes for database deployment are not widely adopted.
Using Redgate, AKS and Azure to bring DevOps to your DatabaseRed Gate Software
Join Hamish Watson and Rob Sewell to learn practical solutions on how to bring DevOps to your database, including:
• The importance of getting your database code into source control
• How to test your database changes
• Tools you can use to automate build and test processes
• How to build an automated deployment process for your database with Redgate tools
• How to embrace using Azure Kubernetes Services (AKS) in your deployment pipeline
• Deploying your entire pipeline as and when it is needed from Dev to Prod saving your organisation money
Database upgrades and data in general are often the most complicated part of your deployment process, so having a robust deployment path and checks before getting to production is very important.
The demos will showcase practical solutions that can help you and your team bring DevOps to your database using SQL Source Control, infrastructure as code, docker containers and SQL Change Automation – all leading up to a fully automated test and deployment process.
This will be a fun-filled fast paced hour and you will learn some new skills which will bring immediate benefit to your organization.
In this session, you will learn the difference between Azure SQL Database, SQL Managed Instances, Elastic Pools, and SQL Virtual Machines. You will learn how to use tools to test migrations for issues before you start the migration process. You will learn how to successfully migrate your database schema and data to the cloud. Finally, you will learn how to determine which performance tier is a good starting point for your existing workload(s) and how to monitor your workload overtime to make sure your users have a great experience while you save as much money as possible.
Application schema changes are incremental, cumulative, and painful - often reaping havoc on the Application Release Lifecycle. Using manual processes with SQL scripts are error-prone, as well as hard to track and troubleshoot. Learn release and deploy best practices for automating schema management using Datical and IBM UrbanCode Deploy. See how Datical extends the popular Liquibase Open Source project for enterprise use with a data model approach for previewing impact of change in production.
How the Big Data of APM can Supercharge DevOpsCA Technologies
This document discusses application performance management (APM) challenges in modern digital environments and introduces Application Behavior Analytics (ABA) as a solution. ABA uses automatic configuration, anomaly detection on multi-variant metrics, and pattern matching to identify problems earlier, reduce false alarms, and pinpoint root causes. It is included with upgrades to CA APM version 9.5 or higher to provide fully integrated operational intelligence for application triage.
Moving from application automation to true DevOps by including the databaseRed Gate Software
As software teams face increasing pressure to speed up the delivery cycle, the DevOps approach is gaining momentum. But the database is commonly a bottleneck. This presentation will explore how you can include the database in continuous integration and automated release management. Sharing best practices from high-performing IT organisations, we will discuss how you can extend DevOps practices to the database; increasing productivity, agility and optimizing performance.
Security Implications for a DevOps TransformationDeborah Schalm
DevOps aims to break down silos between development and operations teams through collaboration, automation, and continuous delivery. While this provides benefits, it can also introduce security risks if security is not properly included. The presentation discusses five key aspects of a DevOps transformation and their security implications. It argues that DevOps and security are not mutually exclusive if security is incorporated through collaboration, automated testing of security requirements, and accelerating remediation of vulnerabilities.
Presenter: Ernest Hwang of Practice Fusion > This presentation shows how to simplify your database deployments, ensure that no database changes are overlooked, and implement unit tests using the suite of Red Gate developer tools.
You'll see how Practice Fusion streamlines database deployments in their Integration, Testing, Staging, and Production environments. This frees developers from the burden of maintaining deployment scripts, while reducing the number of overlooked breaking changes to zero.
The demo uses a Windows Azure box as the Jenkins (Continuous Integration) server and several SQL Azure databases (representing Integration and QA environments). The entire repository is hosted on GitHub (https://github.com/CF9/Databases.RGDemo), for anyone to download.
You'll learn how to:
* Add your database to source control in under five minutes
* Create a CI Job to validate your database “build”
* Deploy database changes to your environments with a mouse click
* Set up database unit testing using tSQLt
* Avoid problems when implementing Database CI in the “real-world”
Ernest Hwang is a Principal Software Engineer at Practice Fusion in San Francisco. He uses Red Gate SQL Source Control, SQL Compare, SQL Data Compare, and SQL Test to automate Practice Fusion's Continuous Integration efforts and instrument database deployments.
This document discusses continuous integration for Oracle Database objects. It defines continuous integration as integrating code changes at least daily to verify changes through automated builds. This helps detect errors quickly and reduces issues that arise from distributed teams and manual testing. The document recommends principles like source control, automated builds and testing, and making each commit trigger an integration build. It demonstrates how tools like Jenkins, Maven, UTPLSQL and SonarQube can be used together in a continuous integration pipeline to continuously build, test and analyze code changes.
This document discusses the transition from DevOps to DataOps. It begins by introducing the speaker, Kellyn Pot'Vin-Gorman, and their background. It then provides definitions and histories of DevOps and some common DevOps tools and practices. The document argues that database administrators (DBAs) need to embrace DevOps tools and practices like automation, version control, and database virtualization in order to stay relevant. It presents database virtualization and containerization as ways to overcome "data gravity" and better enable continuous delivery of database changes. Finally, it discusses how methodologies like Agile, Scrum, and Kanban can be combined with data-centric tools to transition from DevOps to DataOps.
El documento describe varios símbolos del Espíritu Santo en la Biblia, incluyendo la paloma, la nube, la luz, el viento, el aceite, el agua, el vino y el pan, el arco iris, el esplendor, el fuego, el rocío y la mano. Cada símbolo representa un aspecto diferente de la presencia, la acción o el don del Espíritu Santo.
Linux Performance Analysis: New Tools and Old SecretsBrendan Gregg
Talk for USENIX/LISA2014 by Brendan Gregg, Netflix. At Netflix performance is crucial, and we use many high to low level tools to analyze our stack in different ways. In this talk, I will introduce new system observability tools we are using at Netflix, which I've ported from my DTraceToolkit, and are intended for our Linux 3.2 cloud instances. These show that Linux can do more than you may think, by using creative hacks and workarounds with existing kernel features (ftrace, perf_events). While these are solving issues on current versions of Linux, I'll also briefly summarize the future in this space: eBPF, ktap, SystemTap, sysdig, etc.
The webinar discussed challenges with database development and version control. Traditional script-based approaches cause issues like out-of-process changes, working on the wrong code revisions, and lack of history tracking for database changes. The presenters demonstrated a database version control solution that enforces a coordinated development process, integrates with existing version control systems, and provides automated deployment to eliminate errors from manual scripting. Key benefits included parallel development, fast bug detection, and streamlined provisioning with reduced risks from human errors.
Presentation on dbMaestro TeamWork - a Database Change Management solution with the unique Database Change Policy enforcement and supports all development methods such as waterfall, agile and DevOps
1. Traditional database development faces issues like lack of source control, tedious deployment scripts, and manual processes.
2. DevOps principles like continuous integration, static code analysis, and automation can help address these issues. Database changes can be tracked in source control and deployed automatically.
3. There are different approaches to database deployment like state-based using DACPAC files or migration-based using incremental scripts stored in source control. Tools like SSDT, ReadyRoll, and Flyway support these approaches.
This joint webinar for DBmaestro (www.dbmaestro.com)and Delphix discuss the synergy between Delphix’s Database Virtualiztion and DBmaestro’s Database Enforced Change Management solutions.
The session discuss the challenges in database development and show in practice how Database Enforced
Change Management and Database Virtualization work together to create a version control, branching and merging method that addresses these challenges.
The future of DevOps: fully left-shifted deployments with version control and...Red Gate Software
Join us to see Redgate's latest database DevOps innovations, which empower developers to code in the IDEs of their choice, version control database changes in plain SQL, and easily validate their changes against a masked copy of production as soon as they make the change.
By integrating cloning technology into proven developer workflows, Redgate:
• Provides a platform for easy and safe experimentation and innovation
• Reduces time to market for changes by removing manual work and enabling Continuous Delivery
• Supports continuous quality with static code analysis and automated testing functionality
Kendra Little will show you Redgate's recent innovations in action and give you a picture of where Database DevOps is going, and why.
PASS President Grant Fritchey, and Redgate’s Arneh Eskandari, will show you how Redgate’s Database DevOps solution works to improve your database development and deployment processes.
You'll see a demo of the following Redgate tools - SQL Source Control, DLM Automation and DLM Dashboard - and find out how they plug into Git and Jenkins.
Learn how to:
- Version control your databases from SSMS to track and understand changes
- Include your database in your Continuous Integration process to get quick feedback
- Automate your database deployment process to have safe, reliable, repeatable deployments
- Monitor your databases across environments to understand their versions and get notified of changes
Continuous Integration for Oracle Database DevelopmentVladimir Bakhov
The document provides information about continuous integration (CI) for database development projects. It discusses how version control, automated testing, and continuous deployment can be applied to database code and artifacts. Key points include:
- Storing database scripts, structures, and data migrations in version control to allow for automated deployment and rollbacks.
- Maintaining a "trunk" version that serves as the single source of truth for all changes.
- Taking nightly backups of a production-like environment and deploying changes since the last build to test integration.
- Generating deployment scripts by comparing the trunk to the current production version.
- Running automated tests after each deployment to catch errors early.
Database continuous integration, unit test and functional testHarry Zheng
Discuss continuous integration for database projects, including building project, deploying project to database, and executing unit tests and functional tests.
This presentation will also discuss database test standards, tips and tricks.
Databases create a real challenge for automation and dealing with database deployments is a complex process. Databases contain our most valuable information, business data, which must be preserved and protected at all costs and yet the automation processes for database deployment are not widely adopted.
Using Redgate, AKS and Azure to bring DevOps to your DatabaseRed Gate Software
Join Hamish Watson and Rob Sewell to learn practical solutions on how to bring DevOps to your database, including:
• The importance of getting your database code into source control
• How to test your database changes
• Tools you can use to automate build and test processes
• How to build an automated deployment process for your database with Redgate tools
• How to embrace using Azure Kubernetes Services (AKS) in your deployment pipeline
• Deploying your entire pipeline as and when it is needed from Dev to Prod saving your organisation money
Database upgrades and data in general are often the most complicated part of your deployment process, so having a robust deployment path and checks before getting to production is very important.
The demos will showcase practical solutions that can help you and your team bring DevOps to your database using SQL Source Control, infrastructure as code, docker containers and SQL Change Automation – all leading up to a fully automated test and deployment process.
This will be a fun-filled fast paced hour and you will learn some new skills which will bring immediate benefit to your organization.
In this session, you will learn the difference between Azure SQL Database, SQL Managed Instances, Elastic Pools, and SQL Virtual Machines. You will learn how to use tools to test migrations for issues before you start the migration process. You will learn how to successfully migrate your database schema and data to the cloud. Finally, you will learn how to determine which performance tier is a good starting point for your existing workload(s) and how to monitor your workload overtime to make sure your users have a great experience while you save as much money as possible.
Application schema changes are incremental, cumulative, and painful - often reaping havoc on the Application Release Lifecycle. Using manual processes with SQL scripts are error-prone, as well as hard to track and troubleshoot. Learn release and deploy best practices for automating schema management using Datical and IBM UrbanCode Deploy. See how Datical extends the popular Liquibase Open Source project for enterprise use with a data model approach for previewing impact of change in production.
How the Big Data of APM can Supercharge DevOpsCA Technologies
This document discusses application performance management (APM) challenges in modern digital environments and introduces Application Behavior Analytics (ABA) as a solution. ABA uses automatic configuration, anomaly detection on multi-variant metrics, and pattern matching to identify problems earlier, reduce false alarms, and pinpoint root causes. It is included with upgrades to CA APM version 9.5 or higher to provide fully integrated operational intelligence for application triage.
Moving from application automation to true DevOps by including the databaseRed Gate Software
As software teams face increasing pressure to speed up the delivery cycle, the DevOps approach is gaining momentum. But the database is commonly a bottleneck. This presentation will explore how you can include the database in continuous integration and automated release management. Sharing best practices from high-performing IT organisations, we will discuss how you can extend DevOps practices to the database; increasing productivity, agility and optimizing performance.
Security Implications for a DevOps TransformationDeborah Schalm
DevOps aims to break down silos between development and operations teams through collaboration, automation, and continuous delivery. While this provides benefits, it can also introduce security risks if security is not properly included. The presentation discusses five key aspects of a DevOps transformation and their security implications. It argues that DevOps and security are not mutually exclusive if security is incorporated through collaboration, automated testing of security requirements, and accelerating remediation of vulnerabilities.
Presenter: Ernest Hwang of Practice Fusion > This presentation shows how to simplify your database deployments, ensure that no database changes are overlooked, and implement unit tests using the suite of Red Gate developer tools.
You'll see how Practice Fusion streamlines database deployments in their Integration, Testing, Staging, and Production environments. This frees developers from the burden of maintaining deployment scripts, while reducing the number of overlooked breaking changes to zero.
The demo uses a Windows Azure box as the Jenkins (Continuous Integration) server and several SQL Azure databases (representing Integration and QA environments). The entire repository is hosted on GitHub (https://github.com/CF9/Databases.RGDemo), for anyone to download.
You'll learn how to:
* Add your database to source control in under five minutes
* Create a CI Job to validate your database “build”
* Deploy database changes to your environments with a mouse click
* Set up database unit testing using tSQLt
* Avoid problems when implementing Database CI in the “real-world”
Ernest Hwang is a Principal Software Engineer at Practice Fusion in San Francisco. He uses Red Gate SQL Source Control, SQL Compare, SQL Data Compare, and SQL Test to automate Practice Fusion's Continuous Integration efforts and instrument database deployments.
This document discusses continuous integration for Oracle Database objects. It defines continuous integration as integrating code changes at least daily to verify changes through automated builds. This helps detect errors quickly and reduces issues that arise from distributed teams and manual testing. The document recommends principles like source control, automated builds and testing, and making each commit trigger an integration build. It demonstrates how tools like Jenkins, Maven, UTPLSQL and SonarQube can be used together in a continuous integration pipeline to continuously build, test and analyze code changes.
This document discusses the transition from DevOps to DataOps. It begins by introducing the speaker, Kellyn Pot'Vin-Gorman, and their background. It then provides definitions and histories of DevOps and some common DevOps tools and practices. The document argues that database administrators (DBAs) need to embrace DevOps tools and practices like automation, version control, and database virtualization in order to stay relevant. It presents database virtualization and containerization as ways to overcome "data gravity" and better enable continuous delivery of database changes. Finally, it discusses how methodologies like Agile, Scrum, and Kanban can be combined with data-centric tools to transition from DevOps to DataOps.
El documento describe varios símbolos del Espíritu Santo en la Biblia, incluyendo la paloma, la nube, la luz, el viento, el aceite, el agua, el vino y el pan, el arco iris, el esplendor, el fuego, el rocío y la mano. Cada símbolo representa un aspecto diferente de la presencia, la acción o el don del Espíritu Santo.
Linux Performance Analysis: New Tools and Old SecretsBrendan Gregg
Talk for USENIX/LISA2014 by Brendan Gregg, Netflix. At Netflix performance is crucial, and we use many high to low level tools to analyze our stack in different ways. In this talk, I will introduce new system observability tools we are using at Netflix, which I've ported from my DTraceToolkit, and are intended for our Linux 3.2 cloud instances. These show that Linux can do more than you may think, by using creative hacks and workarounds with existing kernel features (ftrace, perf_events). While these are solving issues on current versions of Linux, I'll also briefly summarize the future in this space: eBPF, ktap, SystemTap, sysdig, etc.
El documento habla sobre la doctrina del Espíritu Santo según la Iglesia Bautista Fundamental. Explica que la verdad solo es útil si se obedece. Luego describe las funciones del Espíritu Santo como consolar, santificar y enseñar al cristiano. Finalmente, analiza la personalidad y deidad del Espíritu Santo a través de sus atributos, hechos y nombres, y examina los símbolos bíblicos del Espíritu Santo como la paloma, el viento, la nube, el fuego y
Talk for PerconaLive 2016 by Brendan Gregg. Video: https://www.youtube.com/watch?v=CbmEDXq7es0 . "Systems performance provides a different perspective for analysis and tuning, and can help you find performance wins for your databases, applications, and the kernel. However, most of us are not performance or kernel engineers, and have limited time to study this topic. This talk summarizes six important areas of Linux systems performance in 50 minutes: observability tools, methodologies, benchmarking, profiling, tracing, and tuning. Included are recipes for Linux performance analysis and tuning (using vmstat, mpstat, iostat, etc), overviews of complex areas including profiling (perf_events), static tracing (tracepoints), and dynamic tracing (kprobes, uprobes), and much advice about what is and isn't important to learn. This talk is aimed at everyone: DBAs, developers, operations, etc, and in any environment running Linux, bare-metal or the cloud."
Broken benchmarks, misleading metrics, and terrible tools. This talk will help you navigate the treacherous waters of Linux performance tools, touring common problems with system tools, metrics, statistics, visualizations, measurement overhead, and benchmarks. You might discover that tools you have been using for years, are in fact, misleading, dangerous, or broken.
The speaker, Brendan Gregg, has given many talks on tools that work, including giving the Linux PerformanceTools talk originally at SCALE. This is an anti-version of that talk, to focus on broken tools and metrics instead of the working ones. Metrics can be misleading, and counters can be counter-intuitive! This talk will include advice for verifying new performance tools, understanding how they work, and using them successfully.
Video: https://www.youtube.com/watch?v=JRFNIKUROPE . Talk for linux.conf.au 2017 (LCA2017) by Brendan Gregg, about Linux enhanced BPF (eBPF). Abstract:
A world of new capabilities is emerging for the Linux 4.x series, thanks to enhancements that have been included in Linux for to Berkeley Packet Filter (BPF): an in-kernel virtual machine that can execute user space-defined programs. It is finding uses for security auditing and enforcement, enhancing networking (including eXpress Data Path), and performance observability and troubleshooting. Many new open source tools that have been written in the past 12 months for performance analysis that use BPF. Tracing superpowers have finally arrived for Linux!
For its use with tracing, BPF provides the programmable capabilities to the existing tracing frameworks: kprobes, uprobes, and tracepoints. In particular, BPF allows timestamps to be recorded and compared from custom events, allowing latency to be studied in many new places: kernel and application internals. It also allows data to be efficiently summarized in-kernel, including as histograms. This has allowed dozens of new observability tools to be developed so far, including measuring latency distributions for file system I/O and run queue latency, printing details of storage device I/O and TCP retransmits, investigating blocked stack traces and memory leaks, and a whole lot more.
This talk will summarize BPF capabilities and use cases so far, and then focus on its use to enhance Linux tracing, especially with the open source bcc collection. bcc includes BPF versions of old classics, and many new tools, including execsnoop, opensnoop, funcccount, ext4slower, and more (many of which I developed). Perhaps you'd like to develop new tools, or use the existing tools to find performance wins large and small, especially when instrumenting areas that previously had zero visibility. I'll also summarize how we intend to use these new capabilities to enhance systems analysis at Netflix.
Video: https://www.youtube.com/watch?v=FJW8nGV4jxY and https://www.youtube.com/watch?v=zrr2nUln9Kk . Tutorial slides for O'Reilly Velocity SC 2015, by Brendan Gregg.
There are many performance tools nowadays for Linux, but how do they all fit together, and when do we use them? This tutorial explains methodologies for using these tools, and provides a tour of four tool types: observability, benchmarking, tuning, and static tuning. Many tools will be discussed, including top, iostat, tcpdump, sar, perf_events, ftrace, SystemTap, sysdig, and others, as well observability frameworks in the Linux kernel: PMCs, tracepoints, kprobes, and uprobes.
This tutorial is updated and extended on an earlier talk that summarizes the Linux performance tool landscape. The value of this tutorial is not just learning that these tools exist and what they do, but hearing when and how they are used by a performance engineer to solve real world problems — important context that is typically not included in the standard documentation.
This talk discusses Linux profiling using perf_events (also called "perf") based on Netflix's use of it. It covers how to use perf to get CPU profiling working and overcome common issues. The speaker will give a tour of perf_events features and show how Netflix uses it to analyze performance across their massive Amazon EC2 Linux cloud. They rely on tools like perf for customer satisfaction, cost optimization, and developing open source tools like NetflixOSS. Key aspects covered include why profiling is needed, a crash course on perf, CPU profiling workflows, and common "gotchas" to address like missing stacks, symbols, or profiling certain languages and events.
This document discusses test data management and how it can help improve testing efficiency. It notes that over 80% of organizations stated that receiving or refreshing test data took up over 90% of testing time. It then discusses how tools for test data management can help by quickly generating test data sets that match the testing cycle and help isolate failures. It also discusses challenges like data cloning being ineffective and not matching what developers and testers face in production. The document advocates for approaches like data virtualization that can deliver fast, full copies of production data for testing while ensuring security of non-production data through techniques like data masking.
Managing IT environment complexity in a Multi-Cloud WorldShashi Kiran
IT environments are continuing to get complex. How do you better manage this to speed up digitization and application modernization efforts using environments-as-a-service
451 Research: Data Is the Key to Friction in DevOpsDelphix
- The document discusses how data friction impacts DevOps initiatives and the benefits of using Delphix to remove data friction.
- It provides an overview of 451 Research findings that most organizations deploy code changes daily and have large, complex application changes. This puts pressure on development teams to access production-like data for testing.
- Choice Hotels' journey is presented as a case study where they implemented Delphix to automate provisioning of test databases from production data. This allowed developers faster access to fresh data for testing and removed bottlenecks in their testing cycles.
- The key benefits of Delphix are that it provides instant access to production-like data for various teams while ensuring data is secure and compliant through
The document discusses three companies - Orasi, Delphix, and Skytap - that provide services related to application testing, data management, and environments. Orasi provides testing tools and services to help with quality assurance. Delphix offers a data management platform that provides data services and virtual copies of production data for development and testing environments. Skytap provides cloud-based virtual testing environments that allow for rapid deployment and provisioning. The document discusses how these three companies can help organizations accelerate application delivery through more efficient testing, data management, and environment provisioning.
The document discusses how virtualizing databases can help database administrators (DBAs) by eliminating repetitive tasks, speeding up development and testing, and saving on storage costs. Virtualizing environments allows quicker access for development sprints and avoids having to repeatedly perform maintenance tasks like patching and upgrading on each database. It also simplifies moving databases to the cloud. Masking data when virtualizing helps address legal requirements for protecting sensitive information. The overall message is that virtualizing is key for DBAs practicing DevOps and the quickest way to complete a task is to avoid having to do it repeatedly through virtualization.
A perspective on cloud computing and enterprise saa s applicationsGeorge Milliken
A perspective on Cloud computing and SaaS for Enterprise applications by a SaaS industry veteran.
Please make sure you read the speakers notes, there's a significant amount of content there.
Automating and Accelerating Application Deployments to IBM WebSphere without ...XebiaLabs
Slides from the Jun 11, 2013 Global WebSphere Community webinar "Deploy. Faster. Automating and Accelerating Application Deployments to IBM WebSphere without Scripting"
The document provides an overview of the benefits of upgrading an existing E-Business Suite Financials environment to Oracle E-Business Suite Release 12.2.5 and hosting it on Oracle Cloud. It discusses how this allows organizations to maximize the value of their current E-Business Suite implementation while taking advantage of Oracle fully managing and supporting the environment in Oracle Cloud. The presentation agenda is then outlined, covering the latest information from OOW 2015 on EBS 12.2.5, benefits of hosting EBS on Oracle Cloud Platform, new features in 12.2.5 for modern user experience and mobility, and functional advancements.
Rackspace::Solve NYC - Solving for Rapid Customer Growth and Scale Through De...Rackspace
At Rackspace::Solve NYC, Jon Hyman, CIO of Appboy and Prashanth Chandrasekar, GM of DevOps at Rackspace, discuss the role of DevOps in helping to solve the technical challenges that come with rapid growth.
Rackspace (NYSE: RAX) is the #1 managed cloud company. Our technical expertise and Fanatical Support® allow companies to tap the power of the cloud without the pain of hiring experts in dozens of complex technologies. Rackspace is also the leader in hybrid cloud, giving each customer the best fit for its unique needs — whether on single- or multi-tenant servers, or a combination of those platforms. Rackspace is the founder of OpenStack®, the open-source operating system for the cloud. Headquartered in San Antonio, we serve more than 200,000 business customers from data centers on four continents. We rank 29th on Fortune’s list of 100 Best Companies to Work For. For more information, visit www.rackspace.com.
Unrestrained access to a trustworthy and realistic test environment—including the application under test (AUT) and all of its dependent components—is essential for achieving "quality@speed" with Agile, DevOps, and Continuous Delivery.
Service Virtualization is an emerging technology that provides DevTest teams access to a complete test environment by simulating the dependent components that are beyond your control, still evolving, or too complex to configure in a test lab.
Join us for a live webinar on Service Virtualization and how it impacts software testing Access, Behavior, Cost, and Speed.
Learn the basics of Service Virtualization, including how it can help your organization:
Provide access to a complete test environment including all critical dependent system components
Alter the behavior of those dependent components in ways that would be impossible with a staged test environment—enabling you to test earlier, faster, and more completely
Isolate different layers of the application for debugging and performance testing
More than Technology - The Culture of DevOpsBob Sokol
This document provides information about a presentation on DevOps culture. It includes details about the speaker, Don Demcsak, and his background. The presentation discusses challenges with traditional IT structures and how DevOps transforms people, processes, and tools to break down silos and enable continuous delivery of updates. It provides examples of metrics used to measure success and cases studies from DevOps implementations.
Cloud Done Right - PaaS is the Remedy to VM HangoverMohamad Afshar
Virtualized hardware is all the rage in enterprise IT. However, is a purely virtualization-focused, Infrastructure-as-a-Service (IaaS) approach really the right one for enterprises and government? What’s becoming clear is that virtualization is but one piece of a much bigger strategy for fast, self-service deployment and ultra-efficient operations, referred to as “platform as a service” (PaaS). PaaS leverages a wider set of middleware capabilities to enable application deployment in minutes rather than days and reduces operational costs by up to 90%. This general session will compare and contrast the IaaS and PaaS approaches, discussing architectural and operational considerations for PaaS using examples of best practices. It's a must-attend session for anyone considering building a private cloud.
REAN Cloud provides a comprehensive list of services and solutions for cloud migration and managed services. REAN Cloud has innovative approaches to DevOps, Security & Compliance, and Cloud Computing for highly-regulated industries such as Financial Services, Healthcare/Life Sciences, Public Sector, and Education verticals.
Moving from Legacy Development Tools to transformative DevOps with Enterprise...Infostretch
DevOps is a movement, a vision and a series of processes. But at its core, the right technology needs to be in place to make it a coordinated and efficient practice. In this webinar, we discuss the challenges related to a number of legacy tools and why it makes sense to upgrade to more complete toolsets. Join us as we discuss the strategic gains and day-to-day improvements that can be realized from deploying enterprise scale continuous delivery with CloudBees Jenkins Platform. We will also explain the practicalities of a migration to enterprise-scale Jenkins, from planning to execution – as well as the results that enterprises can expect to gain when complete.
Attendees will learn:
- The challenges of legacy DevOps tools
- Planning a migration to newer DevOps tools
- Tips and tricks for a smooth migration
- The benefits of upgrading to the CloudBees Jenkins Platform
Presenters:
Kari Price, Director, Partner Marketing, Cloudbees
Sanil Pillai, Director, Infostretch Labs, Infostretch
The document discusses containers and Docker Enterprise Edition (EE). It notes that by 2020, over 50% of organizations will be running containers in production. Containers simplify infrastructure by allowing applications to run on any infrastructure. Docker EE provides additional capabilities for enterprises like security features, automation, and support that are required beyond the open source Docker Engine. It highlights customer examples where Docker EE helped accelerate projects, increase scalability, and migrate applications to the cloud. The document promotes Docker services to help customers develop a containerization strategy and achieve benefits like cost savings, agility, and productivity gains.
Virtualization is the creation of virtual versions of hardware like servers and storage. The document discusses virtualization trends increasing in cloud adoption and how virtualization can provide savings through cost reduction and optimized resource usage. It also summarizes key aspects of virtualization technology including storage/server virtualization, snapshots, thin cloning, and network virtualization. The document advocates for copy data management and test data management solutions to help deliver test environments quickly while masking sensitive data for compliance.
Red Hat Summit - Discover the foundations of digital transformationEric D. Schabell
The core of digital transformation is the ability to provide technology solutions in a fast-paced world to your customers while satisfying business aspirations. Many organizations are following the story line and fighting the good fight, but how can Red Hat and open source guide your journey? This session takes you on a journey to start laying the foundations of your digital transformation story based on use cases and examples that you can explore when you return home. Join us for this hour of power, where you'll get the inspiration to start building your digital foundations.
Session talk at Red Hat Summit 2017 by Eric D. Schabell, Global Technology Evangelist Director, @ericschabell
SD DevOps Meet-up - Exploring Quadrants of DevOps MaturityBrian Dawson
his is a presentation given at the March 16th San Diego DevOps Meet-up , which maps the enterprise DevOps journey to 4 quadrants of maturity and covers practical process, tools and leadership strategies for "crossing the chasm" from an organization's current quadrant to the next level of maturity.
Net3 Technology: 5 step guide to DevOps in the CloudKate Bissinger
There are misconceptions and misunderstandings of what a virtual Test-Dev environment offers; even more so when determining how to get there. Management and control are at the top of the list. Through this presentation we will discuss:
• The current asymmetrical state of DevOps
• How to achieve symmetry within DevOps
• The Impact of having greater control over DevOps’s environmentals
• DevOps’s automation
• How to pull off DevOps in a hybrid cloud environment
Survey after survey prove that DevOps and Continuous Delivery are quickly moving into the mainstream for one reason: they work! Continuous processes done right will increase productivity, speed up time to market, reduce risk, and increase quality. For more information, visit: http://www.dbmaestro.com/
This webinar presented a DevOps platform from Clarive and DBmaestro for continuous delivery of database changes. It discussed challenges with traditional database development and deployment processes. The platform provides coordination, collaboration, integration and automation capabilities to standardize processes across teams and tools. It also offers insights, approvals and release automation to safely deploy database changes.
This webinar discussed enabling continuous delivery for databases at enterprise scale. It began with an overview of continuous delivery and its benefits. The presentation noted that while continuous delivery practices have been widely adopted for application code, databases are often left behind due to challenges in managing database changes and scripts. It then provided best practices for achieving continuous delivery for databases, including using database version control and tools that can automate deployment while also validating changes. Finally, it explained how the combination of DBmaestro, XebiaLabs XL Deploy, and XebiaLabs XL Release can help implement a continuous delivery pipeline for databases that promotes changes between environments.
This document provides an overview of a webinar on best practices for continuous delivery and including databases. It discusses how continuous delivery is becoming more important and widespread. However, databases are often left out of continuous delivery processes due to challenges like manual scripting and lack of version control. To fully realize the benefits of continuous delivery, databases need to be brought into the process through practices like source control for all files including database scripts, automation, and ensuring the database is in sync with other code changes. Vendor tools discussed help achieve this through features like database version control, deployment automation, and change impact analysis.
DBmaestro TeamWork™ is a DevOps for Database solution that enables Agile Database Development, Continuous Integration and Delivery for the Database. With DBmaestro, organizations can facilitate DevOps for Database by enforcing best practices in database version control and impact analysis based deployment automation, thus reducing the deployment timeframe of database projects from weeks to days, and freeing up expensive technical resources from mundane and time consuming tasks.
A survey, conducted by DBmaestro, of over 200 IT professionals found that companies are increasingly adopting continuous delivery (CD) for software development although adoption for the database is lagging behind.
AS MORE ORGANIZATIONS CONTINUE TO INCREASE THE FREQUENCY OF THEIR DATABASE UPDATES, AUTOMATION BEST PRACTICES BECOME MORE IMPORTANT IN ORDER TO INCREASE OVERALL EFFICIENCY AND REDUCE THE RISKS INHERENT IN RECURRENT CHANGES AND RELEASES.
Your database holds your company's most sensitive and important assets- your data. All those customers' personal details, credit card numbers, social security numbers- you can't afford leaving them vulnerable to any- outside or inside- breaches.
This document discusses the challenges and pitfalls of database deployment automation. It notes that databases are often overlooked in development processes and can become weak links. Manual scripting approaches can lead to errors from out-of-process changes and working on the wrong revisions. The document recommends enforcing a coordinated development process using database version control and change management. This allows traceability of changes and ensures deployments are based on known revisions to avoid breaking production environments. Automation is presented as an important part of the solution when integrated with version control baselines and configuration management.
This document provides an agenda and overview for a webinar on managing databases like codebases. The webinar will take place at various times for different time zones. Attendees will be muted and can ask questions in the chat. There will be presentations on industry trends in coding and databases, challenges with traditional database management, and how Delphix and DBmaestro address these challenges through automation and treating databases like code.
John Beeston presented on overcoming challenges of implementing continuous delivery and agile methods for data warehouses. He discussed people, process, and technology challenges including culture change, breaking down project gates, switching to agile, and implementing continuous integration. Next steps include scaling up with DevOps, infrastructure automation using cloud and configuration tools, and focusing on test-driven development, dataset management, and code automation.
Industry expert Bob Aiello and DBmaestro’s CTO Yaniv Yehuda joined forces in this powerful webcast to explain what DevOps is all about, and why the database is such a critical component of it.
Discover why Wi-Fi 7 is set to transform wireless networking and how Router Architects is leading the way with next-gen router designs built for speed, reliability, and innovation.
Designing AI-Powered APIs on Azure: Best Practices& ConsiderationsDinusha Kumarasiri
AI is transforming APIs, enabling smarter automation, enhanced decision-making, and seamless integrations. This presentation explores key design principles for AI-infused APIs on Azure, covering performance optimization, security best practices, scalability strategies, and responsible AI governance. Learn how to leverage Azure API Management, machine learning models, and cloud-native architectures to build robust, efficient, and intelligent API solutions
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Wondershare Filmora is a video editing software and app designed for both beginners and experienced users. It's known for its user-friendly interface, drag-and-drop functionality, and a wide range of tools and features for creating and editing videos. Filmora is available on Windows, macOS, iOS (iPhone/iPad), and Android platforms.
How to Batch Export Lotus Notes NSF Emails to Outlook PST Easily?steaveroggers
Migrating from Lotus Notes to Outlook can be a complex and time-consuming task, especially when dealing with large volumes of NSF emails. This presentation provides a complete guide on how to batch export Lotus Notes NSF emails to Outlook PST format quickly and securely. It highlights the challenges of manual methods, the benefits of using an automated tool, and introduces eSoftTools NSF to PST Converter Software — a reliable solution designed to handle bulk email migrations efficiently. Learn about the software’s key features, step-by-step export process, system requirements, and how it ensures 100% data accuracy and folder structure preservation during migration. Make your email transition smoother, safer, and faster with the right approach.
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Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev
If we were building a GenAI stack today, we'd start with one question: Can your retrieval system handle multi-hop logic?
Trick question, b/c most can’t. They treat retrieval as nearest-neighbor search.
Today, we discussed scaling #GraphRAG at AWS DevOps Day, and the takeaway is clear: VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval.
GraphRAG builds a knowledge graph from source documents, allowing for a deeper understanding of the data + higher accuracy.
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Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMaxim Salnikov
Imagine if apps could think, plan, and team up like humans. Welcome to the world of AI agents and agentic user interfaces (UI)! In this session, we'll explore how AI agents make decisions, collaborate with each other, and create more natural and powerful experiences for users.
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This SlideShare presentation is from our May webinar, “Not So Common Memory Leaks & How to Fix Them?”, where we explored lesser-known memory leak patterns in Java applications. Unlike typical leaks, subtle issues such as thread local misuse, inner class references, uncached collections, and misbehaving frameworks often go undetected and gradually degrade performance. This deck provides in-depth insights into identifying these hidden leaks using advanced heap analysis and profiling techniques, along with real-world case studies and practical solutions. Ideal for developers and performance engineers aiming to deepen their understanding of Java memory management and improve application stability.
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Adobe Illustrator is a powerful, professional-grade vector graphics software used for creating a wide range of designs, including logos, icons, illustrations, and more. Unlike raster graphics (like photos), which are made of pixels, vector graphics in Illustrator are defined by mathematical equations, allowing them to be scaled up or down infinitely without losing quality.
Here's a more detailed explanation:
Key Features and Capabilities:
Vector-Based Design:
Illustrator's foundation is its use of vector graphics, meaning designs are created using paths, lines, shapes, and curves defined mathematically.
Scalability:
This vector-based approach allows for designs to be resized without any loss of resolution or quality, making it suitable for various print and digital applications.
Design Creation:
Illustrator is used for a wide variety of design purposes, including:
Logos and Brand Identity: Creating logos, icons, and other brand assets.
Illustrations: Designing detailed illustrations for books, magazines, web pages, and more.
Marketing Materials: Creating posters, flyers, banners, and other marketing visuals.
Web Design: Designing web graphics, including icons, buttons, and layouts.
Text Handling:
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Brushes and Effects:
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It empowers designers to create detailed, high-quality graphics with a high degree of control and precision.
AgentExchange is Salesforce’s latest innovation, expanding upon the foundation of AppExchange by offering a centralized marketplace for AI-powered digital labor. Designed for Agentblazers, developers, and Salesforce admins, this platform enables the rapid development and deployment of AI agents across industries.
Email: [email protected]
Phone: +1(630) 349 2411
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Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfTechSoup
In this webinar we will dive into the essentials of generative AI, address key AI concerns, and demonstrate how nonprofits can benefit from using Microsoft’s AI assistant, Copilot, to achieve their goals.
This event series to help nonprofits obtain Copilot skills is made possible by generous support from Microsoft.
What You’ll Learn in Part 2:
Explore real-world nonprofit use cases and success stories.
Participate in live demonstrations and a hands-on activity to see how you can use Microsoft 365 Copilot in your own work!
Landscape of Requirements Engineering for/by AI through Literature ReviewHironori Washizaki
Hironori Washizaki, "Landscape of Requirements Engineering for/by AI through Literature Review," RAISE 2025: Workshop on Requirements engineering for AI-powered SoftwarE, 2025.
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Ranjan Baisak
As software complexity grows, traditional static analysis tools struggle to detect vulnerabilities with both precision and context—often triggering high false positive rates and developer fatigue. This article explores how Graph Neural Networks (GNNs), when applied to source code representations like Abstract Syntax Trees (ASTs), Control Flow Graphs (CFGs), and Data Flow Graphs (DFGs), can revolutionize vulnerability detection. We break down how GNNs model code semantics more effectively than flat token sequences, and how techniques like attention mechanisms, hybrid graph construction, and feedback loops significantly reduce false positives. With insights from real-world datasets and recent research, this guide shows how to build more reliable, proactive, and interpretable vulnerability detection systems using GNNs.
2. Before We Begin
You will be on mute for the duration of the event
Please type a message in the Questions box in the Control
Panel if you can’t hear us (please check your speakers
and webinar audio settings first)
If you have questions during the session, please submit
them on the Q&A bar on your webinar dashboard and we
will address them at the end
A recording of the full webinar will available online
3. Presenters
Gary Hallam
CTO, Director of Presales, EMEA at Delphix
Gary has a development & consulting background with a lot of global project delivery
experience. He ran a remote tech pre-sales team at Oracle before joining Delphix.
Yaniv spent the last years raising awareness about the challenges around database
development and deployment, and how to support database Continuous Delivery.
6. Simplify and automate database deployment processes in an
agile environment and reduce critical application downtime.
8. 10X Faster time to market
15% Increase in team efficiency & productivity
80% Reduction in application downtime due to human errors
100% Control, 100% Compliance - control and audit who, does what, when
and why!
26. Int Stage Prod
Dev
Dev
Dev
Sandbox
‘Break Glass’
Out of
Process
ChangeTeam
A Dev
Team
B Dev
QA
Used to take days, now its so easy!!!
But now, people are starting to make changes…
And we need to mange them and push them forward!
27. Int Stage Prod
Dev
Dev
Dev
Sandbox
‘Break Glass’
Out of
Process
Change
…
Team
A Dev
Team
B Dev
QA
We have undocumented changes…
And conflicting changes
We need to merge everything… and deal with conflicts…
We MUST Identify that drift… as scripts that worked, can no longer be trusted
or else…
And be able to easily merge everything where it belongs…
28. ▪ We need tools and processes to support that, but…
− Challenging manual source control process
− Static deployments code overrides and configuration drift
− Dynamic deployments tools unaware of version control
− No release automation red-flags – don’t know when to stop the line…
29. File Version Control Process DB Development Process
Check-Out
Script
Modify
Script
Get updated
Script from
DB
Check-In
Script
Compile
Script
in DB
Debug Script
in DB
?
?
?
?
A
A’
72% Admit database may not be in sync with the source repository
30. X
Int QA Stage Prod
Dev
Dev
Dev
Model
‘Break Glass’
Out of Process
Change
X
X
X
X
X
X
…
Configuration drift…
60% Of those manually building scripts have to fix or tweak them
regularly as part of a deployment process
31. Safe to automate?
70% of those using compare & sync tools have to review and fix
the results as they can't always trust them to automatically deploy correctly
‘ ’
35. Int QA Stage Prod
Dev
Dev
Dev
Model
‘Break Glass’
Out of Process
Change
Validate
Configuration Drift prevention / conflict identification and
Validated execution
OR
Validate
Validate
Dynamic in nature Static in nature
Dev - Baseline aware analysis Ops – Validated execution
36. - Understand the nature of the changes
- Raise red flags on conflicts
- Support out-of-process changes
- Utilize baseline aware analysis
39. …
Track all changes
Alert security monitors
Create an audit log for compliance reports
40. Define a process
Automate the process
Prevent/Alert out of process changes
41. Int Stage Prod
Dev
DevDev
Sandbo
x
‘Break Glass’
Out of
Process
Change
…
Team
A Dev
Team
B
Dev
QA
We have undocumented changes…
And conflicting changes
We need to merge everything… and deal with conflicts…
We MUST Identify that drift… as scripts that worked, can no longer be trusted
or else…
And be able to easily merge everything where it belongs…
Check out/in changes
Merge changes
Identify changes
vs baseline
Identify drift
Merge back changes /
Get latest version
Validate deployment