Slides from my ContainerCamp UK 2017 session.
These slides present a practical chaos engineering approach for resilience testing of Docker based software systems.
Chaos Engineering, When should you release the monkeys?Thoughtworks
Chaos Engineering is listed as 'Trial' in the ThoughtWorks Tech Radar, but what is it really and how is it different from traditional testing? When and why should you get started with Chaos Engineering and is Chaos Monkey the right place to start when you do?
Chaos Engineering - The Art of Breaking Things in ProductionKeet Sugathadasa
This is an introduction to Chaos Engineering - the Art of Breaking things in Production. This is conducted by two Site Reliability Engineers which explains the concepts, history, principles along with a demonstration of Chaos Engineering
The technical talk is given in this video: https://youtu.be/GMwtQYFlojU
Chaos Engineering: Why Breaking Things Should Be Practiced - AWS Developer Wo...Amazon Web Services
Chaos Engineering: Why Breaking Things Should Be Practiced - AWS Developer Workshop at Web Summit 2018
Ever wondered how companies delivering global services like Amazon or Netflix are architecting and testing their software systems? If you are curious and want to learn how they do it - this session is for you!
With the rise of micro-services and large-scale distributed architectures, software systems have grow increasingly complex and hard to understand. Adding to that complexity, the velocity of software delivery has also dramatically increased, resulting in failures being harder to predict and contain. While the cloud allows for high availability, redundancy and fault-tolerance, no single component can guarantee 100% uptime. Therefore, we have to understand availability but especially learn how to design architectures with failure in mind. And since failures have become more and more chaotic in nature, we must turn to chaos engineering in order to identify failures before they become outages. In this talk, I will deep dive into availability, reliability and large-scale architectures and make an introduction to chaos engineering, a discipline that promotes breaking things on purpose in order to learn how to build more resilient systems.
Speaker: Adrian Hornsby - Technical Evangelist, AWS
Neste webinar, você aprenderá como as empresas podem se valer da nuvem da AWS para automatizar os pipelines de desenvolvimento de software. Essa abordagem permite que sua equipe seja mais ágil, melhorando sua capacidade para entregar aplicações e serviços mais rapidamente.
How to test infrastructure code: automated testing for Terraform, Kubernetes,...Yevgeniy Brikman
This talk is a step-by-step, live-coding class on how to write automated tests for infrastructure code, including the code you write for use with tools such as Terraform, Kubernetes, Docker, and Packer. Topics covered include unit tests, integration tests, end-to-end tests, test parallelism, retries, error handling, static analysis, and more.
Chaos Engineering, When should you release the monkeys?Thoughtworks
Chaos Engineering is listed as 'Trial' in the ThoughtWorks Tech Radar, but what is it really and how is it different from traditional testing? When and why should you get started with Chaos Engineering and is Chaos Monkey the right place to start when you do?
Chaos Engineering - The Art of Breaking Things in ProductionKeet Sugathadasa
This is an introduction to Chaos Engineering - the Art of Breaking things in Production. This is conducted by two Site Reliability Engineers which explains the concepts, history, principles along with a demonstration of Chaos Engineering
The technical talk is given in this video: https://youtu.be/GMwtQYFlojU
Chaos Engineering: Why Breaking Things Should Be Practiced - AWS Developer Wo...Amazon Web Services
Chaos Engineering: Why Breaking Things Should Be Practiced - AWS Developer Workshop at Web Summit 2018
Ever wondered how companies delivering global services like Amazon or Netflix are architecting and testing their software systems? If you are curious and want to learn how they do it - this session is for you!
With the rise of micro-services and large-scale distributed architectures, software systems have grow increasingly complex and hard to understand. Adding to that complexity, the velocity of software delivery has also dramatically increased, resulting in failures being harder to predict and contain. While the cloud allows for high availability, redundancy and fault-tolerance, no single component can guarantee 100% uptime. Therefore, we have to understand availability but especially learn how to design architectures with failure in mind. And since failures have become more and more chaotic in nature, we must turn to chaos engineering in order to identify failures before they become outages. In this talk, I will deep dive into availability, reliability and large-scale architectures and make an introduction to chaos engineering, a discipline that promotes breaking things on purpose in order to learn how to build more resilient systems.
Speaker: Adrian Hornsby - Technical Evangelist, AWS
Neste webinar, você aprenderá como as empresas podem se valer da nuvem da AWS para automatizar os pipelines de desenvolvimento de software. Essa abordagem permite que sua equipe seja mais ágil, melhorando sua capacidade para entregar aplicações e serviços mais rapidamente.
How to test infrastructure code: automated testing for Terraform, Kubernetes,...Yevgeniy Brikman
This talk is a step-by-step, live-coding class on how to write automated tests for infrastructure code, including the code you write for use with tools such as Terraform, Kubernetes, Docker, and Packer. Topics covered include unit tests, integration tests, end-to-end tests, test parallelism, retries, error handling, static analysis, and more.
Curious about how chaos engineering can make your systems more resilient?
Get a comprehensive introduction to the history, principles, and practice of chaos engineering
You will walk away from this session with an in-depth understanding of what chaos engineering is, why it’s crucial to prevent outages, and how you can use it to build resilience into your own systems.
YOW2018 - Events and Commands: Developing Asynchronous MicroservicesChris Richardson
The microservice architecture functionally decomposes an application into a set of services. Each service has its own private database that’s only accessible indirectly through the services API. Consequently, implementing queries and transactions that span multiple services is challenging.
In this presentation, you will learn how to solve these distributed data management challenges using asynchronous messaging. I describe how to implement transactions using sagas, which are sequences of local transactions, coordinated using messages. You will learn how to implement queries using Command Query Responsibility Segregation (CQRS), which uses events to maintain replicas. I describe how to use event sourcing, which is an event-centric approach to business logic and persistence, in a microservice architecture.
Running a High-Performance Kubernetes Cluster with Amazon EKS (CON318-R1) - A...Amazon Web Services
How do you ensure that a containerized system can handle the needs of your application? Designing and testing for performance is a critical aspect of operating containerized architectures at scale. In this session, we cover best practices for designing perfomant containerized applications on AWS using Kubernetes. We also show you how State Street deployed a high-performance database at scale using Amazon Elastic Container Service for Kubernetes (Amazon EKS).
How and Why GraalVM is quickly becoming relevant for developers (ACEs@home - ...Lucas Jellema
Starting a Java application as fast as any executable with a memory footprint rivaling the most lightweight runtime engines is quickly becoming a reality, through Graal VM and ahead of time compilation. This in turn is a major boost for using Java for microservice and serverless scenarios. The second major pillar of GraalVM is its polyglot capability: it can run code in several languages - JVM and non-JVM such as JavaScript/ES, Python, Ruby, R or even your own DSL. More importantly: GraalVM enables code running in one language to interoperate with code in another language. GraalVM supports many and increasingly more forms of interoperability. This session introduces GraalVM, its main capabilities and its practical applicability - now and in the near future. There are demonstrations of ahead of time compilation and runtime interoperability of various non-JVM languages with Java.
Overview of Site Reliability Engineering (SRE) & best practicesAshutosh Agarwal
In any software organization, stability & innovation are always at loggerheads - the faster you move, the more things will break. This talk defines what SRE org looks like at high-tech organizations (Google, Uber).
Learn how the Blue/Green Deployment methodology combined with AWS tools and services can help reduce the risks associated with software deployment. We will illustrate common patterns and highlight ways deployment risks are mitigated by each pattern. Topics will include how services like AWS CloudFormation, AWS Elastic Beanstalk, Amazon EC2 Container Service, Amazon Route53, Auto Scaling and Elastic Load Balancing can help automate deployment. We will also address how to effectively manage deployments in the context of data model and schema changes. Learn how you can adopt blue/green for your software release processes in a cost-effective and low-risk way.
"Certified Kubernetes Administrator Exam – how it was" by Andrii FedenishinKatherine Golovinova
A talk about my experience of passing the CKA exam. I will provide you with advice on how to properly prepare for the exam and describe the strategy you need to follow to pass it successfully.
My talk in Bessemer VP R&D / CTO yearly event (Jan 2020).
The presentation discusses major concept in resilience testing and MyHeritage's path to Chaos Engineering.
General overview of what is "Chaos Engineering", the current
"perturbation models" available and the benefits of Chaos Engineering to Customers, Business and Tech.
Why does DevOps matter? How can you use continuous integration to build your product faster, make it more highly available, and be able to recover from bugs quickly? Let one of our solutions architects walk you through continuous integration and continuous delivery on AWS. This session includes live demos of our tools AWS CodeCommit, AWS CodePipeline, and AWS CodeDeploy.
Speaker: Leo Zhandovsky, Solutions Architect, Amazon Web services
recordings to the Canberra Summit can be found here
https://aws.amazon.com/events/anz/on-demand/canberra-summit/
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...Amazon Web Services
Using Terraform to automate your infrastructure on AWS. What is Terraform and how is it different from Ansible. How to control cloud deployments using Terraform.
An interactive hands-on introduction of autoscaling in Kubernetes featuring Cluster Autoscaling, Horizontal Pod Autoscaling (HPA) with resource metrics, custom (object) metrics and external metrics and Vertical Pod Autoscaling (VPA).
Featuring a demo application showcasing the different scaling approaches for stateful and stateless applications.
Chaos Engineering is the technique to simulate chaos and havoc in the live environment, which the engineers use to create a fault tolerant application. In the session we will talk about some of these scenarios and Chaos Mesh, a tool for Chaos engineering on Kubernetes.
Container Performance Analysis Brendan Gregg, NetflixDocker, Inc.
Containers pose interesting challenges for performance monitoring and analysis, requiring new analysis methodologies and tooling. Resource-oriented analysis, as is common with systems performance tools and GUIs, must now account for both hardware limits and soft limits, as implemented using resource controls including cgroups. The interaction between containers can also be examined, and noisy neighbors either identified of exonerated. Performance tooling can also need special usage or workarounds to function properly from within a container or on the host, to deal with different privilege levels and name spaces. At Netflix, we're using containers for some microservices, and care very much about analyzing and tuning our containers to be as fast and efficient as possible. This talk will show how to successfully analyze performance in a Docker container environment, and navigate differences encountered.
Curious about how chaos engineering can make your systems more resilient?
Get a comprehensive introduction to the history, principles, and practice of chaos engineering
You will walk away from this session with an in-depth understanding of what chaos engineering is, why it’s crucial to prevent outages, and how you can use it to build resilience into your own systems.
YOW2018 - Events and Commands: Developing Asynchronous MicroservicesChris Richardson
The microservice architecture functionally decomposes an application into a set of services. Each service has its own private database that’s only accessible indirectly through the services API. Consequently, implementing queries and transactions that span multiple services is challenging.
In this presentation, you will learn how to solve these distributed data management challenges using asynchronous messaging. I describe how to implement transactions using sagas, which are sequences of local transactions, coordinated using messages. You will learn how to implement queries using Command Query Responsibility Segregation (CQRS), which uses events to maintain replicas. I describe how to use event sourcing, which is an event-centric approach to business logic and persistence, in a microservice architecture.
Running a High-Performance Kubernetes Cluster with Amazon EKS (CON318-R1) - A...Amazon Web Services
How do you ensure that a containerized system can handle the needs of your application? Designing and testing for performance is a critical aspect of operating containerized architectures at scale. In this session, we cover best practices for designing perfomant containerized applications on AWS using Kubernetes. We also show you how State Street deployed a high-performance database at scale using Amazon Elastic Container Service for Kubernetes (Amazon EKS).
How and Why GraalVM is quickly becoming relevant for developers (ACEs@home - ...Lucas Jellema
Starting a Java application as fast as any executable with a memory footprint rivaling the most lightweight runtime engines is quickly becoming a reality, through Graal VM and ahead of time compilation. This in turn is a major boost for using Java for microservice and serverless scenarios. The second major pillar of GraalVM is its polyglot capability: it can run code in several languages - JVM and non-JVM such as JavaScript/ES, Python, Ruby, R or even your own DSL. More importantly: GraalVM enables code running in one language to interoperate with code in another language. GraalVM supports many and increasingly more forms of interoperability. This session introduces GraalVM, its main capabilities and its practical applicability - now and in the near future. There are demonstrations of ahead of time compilation and runtime interoperability of various non-JVM languages with Java.
Overview of Site Reliability Engineering (SRE) & best practicesAshutosh Agarwal
In any software organization, stability & innovation are always at loggerheads - the faster you move, the more things will break. This talk defines what SRE org looks like at high-tech organizations (Google, Uber).
Learn how the Blue/Green Deployment methodology combined with AWS tools and services can help reduce the risks associated with software deployment. We will illustrate common patterns and highlight ways deployment risks are mitigated by each pattern. Topics will include how services like AWS CloudFormation, AWS Elastic Beanstalk, Amazon EC2 Container Service, Amazon Route53, Auto Scaling and Elastic Load Balancing can help automate deployment. We will also address how to effectively manage deployments in the context of data model and schema changes. Learn how you can adopt blue/green for your software release processes in a cost-effective and low-risk way.
"Certified Kubernetes Administrator Exam – how it was" by Andrii FedenishinKatherine Golovinova
A talk about my experience of passing the CKA exam. I will provide you with advice on how to properly prepare for the exam and describe the strategy you need to follow to pass it successfully.
My talk in Bessemer VP R&D / CTO yearly event (Jan 2020).
The presentation discusses major concept in resilience testing and MyHeritage's path to Chaos Engineering.
General overview of what is "Chaos Engineering", the current
"perturbation models" available and the benefits of Chaos Engineering to Customers, Business and Tech.
Why does DevOps matter? How can you use continuous integration to build your product faster, make it more highly available, and be able to recover from bugs quickly? Let one of our solutions architects walk you through continuous integration and continuous delivery on AWS. This session includes live demos of our tools AWS CodeCommit, AWS CodePipeline, and AWS CodeDeploy.
Speaker: Leo Zhandovsky, Solutions Architect, Amazon Web services
recordings to the Canberra Summit can be found here
https://aws.amazon.com/events/anz/on-demand/canberra-summit/
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...Amazon Web Services
Using Terraform to automate your infrastructure on AWS. What is Terraform and how is it different from Ansible. How to control cloud deployments using Terraform.
An interactive hands-on introduction of autoscaling in Kubernetes featuring Cluster Autoscaling, Horizontal Pod Autoscaling (HPA) with resource metrics, custom (object) metrics and external metrics and Vertical Pod Autoscaling (VPA).
Featuring a demo application showcasing the different scaling approaches for stateful and stateless applications.
Chaos Engineering is the technique to simulate chaos and havoc in the live environment, which the engineers use to create a fault tolerant application. In the session we will talk about some of these scenarios and Chaos Mesh, a tool for Chaos engineering on Kubernetes.
Container Performance Analysis Brendan Gregg, NetflixDocker, Inc.
Containers pose interesting challenges for performance monitoring and analysis, requiring new analysis methodologies and tooling. Resource-oriented analysis, as is common with systems performance tools and GUIs, must now account for both hardware limits and soft limits, as implemented using resource controls including cgroups. The interaction between containers can also be examined, and noisy neighbors either identified of exonerated. Performance tooling can also need special usage or workarounds to function properly from within a container or on the host, to deal with different privilege levels and name spaces. At Netflix, we're using containers for some microservices, and care very much about analyzing and tuning our containers to be as fast and efficient as possible. This talk will show how to successfully analyze performance in a Docker container environment, and navigate differences encountered.
A presentation on how applying Cloud Architecture Patterns using Docker Swarm as orchestrator is possible to create reliable, resilient and scalable FIWARE platforms.
Erik Skytthe - Monitoring Mesos, Docker, Containers with Zabbix | ZabConf2016Zabbix
At DBC we are running docker and other container types in a mesos/marathon cluster environment. I will demonstrate how we collect statistics, logs etc. and monitor this environment, showing configuration examples, data flows and templates.
Some of the covered topics:
- Mesos master and agents
- Marathon Framework
- Docker engine
- Containers
- Zookeeper
- Elasticserach/ELK
What's New in Docker 1.12 by Mike Goelzer and Andrea LuzzardiDocker, Inc.
Mike Goelzer is a developer, hacker, author and the open source product management lead for Docker’s Core Runtime. He currently works on the open source Docker Engine and Docker’s open source container orchestration technologies. Andrea Luzzardi is a Software Engineer at Docker and was part of the original team that built the project. He is currently working on Swarm, a Docker-native clustering system. They discuss what is new in Docker.
Flink Forward Berlin 2017: Robert Metzger - Keep it going - How to reliably a...Flink Forward
Let’s be honest: Running a distributed stateful stream processor that is able to handle terabytes of state and tens of gigabytes of data per second while being highly available and correct (in an exactly-once sense) does not work without any planning, configuration and monitoring. While the Flink developer community tries to make everything as simple as possible, it is still important to be aware of all the requirements and implications In this talk, we will provide some insights into the greatest operations mysteries of Flink from a high-level perspective: - Capacity and resource planning: Understand the theoretical limits. - Memory and CPU configuration: Distribute resources according to your needs. - Setting up High Availability: Planning for failures. - Checkpointing and State Backends: Ensure correctness and fast recovery For each of the listed topics, we will introduce the concepts of Flink and provide some best practices we have learned over the past years supporting Flink users in production.
Overview of Docker 1.11 features(Covers Docker release summary till 1.11, runc/containerd, dns load balancing ipv6 service discovery, labels, macvlan/ipvlan)
Tokyo OpenStack Summit 2015: Unraveling Docker SecurityPhil Estes
A Docker security talk that Salman Baset and Phil Estes presented at the Tokyo OpenStack Summit on October 29th, 2015. In this talk we provided an overview of the security constraints available to Docker cloud operators and users and then walked through a "lessons learned" from experiences operating IBM's public Bluemix container cloud based on Docker container technology.
This talk will focus on a brief history, including a demo and overview of how we at Superbalist use Kubernetes, and how Kubernetes uses Docker, does load balancing, deployments, and data migrations.
Talk from Cape Town DevOps meetup on Jun 21, 2016:
https://www.meetup.com/Cape-Town-DevOps/events/231530172/
Code: https://github.com/zoidbergwill/kubernetes-examples
Slides as markdown: http://www.zoidbergwill.com/presentations/2016/kubernetes-1.2-and-spread/index.md
Parallelizing CI using Docker Swarm-ModeAkihiro Suda
Presented at Open Source Summit Japan (http://sched.co/AOmo)
- - -
Slowness of CI is a critical issue in software development, because it discourages engineers from writing tests, and hence deteriorates the quality of the product.
In this presentation, Akihiro Suda will talk about how to accelerate CI by executing test functions in parallel, across a Docker Swarm-mode cluster.
One of the major challenges was the nonuniformity of the makespan. e.g. some chunk of test functions can take 30 minutes, some chunk can take just 10 seconds...
So, he mitigates such a nonuniformity by randomizing the composition of chunks of test functions.
As a result, for example, the integration test of Docker itself that had taken more than 80 minutes can be finished in 4 minutes, with 10 Docker Swarm-mode nodes.
This hack can be easily applied to CI of other software as well.
JDO 2019: Tips and Tricks from Docker Captain - Łukasz LachPROIDEA
This session covers a bunch of tips and tricks for getting the most out of Docker. The tips were inspired by suggestions, blogs, and presentations and everyday challenges encountered by other Docker Captains but also the members of the Docker community. Come and see the unobvious and unexpected in terms of orchestration, image creation and management, also networking and volumes!
A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain
Understanding variable roles in code has been found to be helpful by students
in learning programming -- could variable roles help deep neural models in
performing coding tasks? We do an exploratory study.
- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI AppGoogle
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-fusion-buddy-review
AI Fusion Buddy Review: Key Features
✅Create Stunning AI App Suite Fully Powered By Google's Latest AI technology, Gemini
✅Use Gemini to Build high-converting Converting Sales Video Scripts, ad copies, Trending Articles, blogs, etc.100% unique!
✅Create Ultra-HD graphics with a single keyword or phrase that commands 10x eyeballs!
✅Fully automated AI articles bulk generation!
✅Auto-post or schedule stunning AI content across all your accounts at once—WordPress, Facebook, LinkedIn, Blogger, and more.
✅With one keyword or URL, generate complete websites, landing pages, and more…
✅Automatically create & sell AI content, graphics, websites, landing pages, & all that gets you paid non-stop 24*7.
✅Pre-built High-Converting 100+ website Templates and 2000+ graphic templates logos, banners, and thumbnail images in Trending Niches.
✅Say goodbye to wasting time logging into multiple Chat GPT & AI Apps once & for all!
✅Save over $5000 per year and kick out dependency on third parties completely!
✅Brand New App: Not available anywhere else!
✅ Beginner-friendly!
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✅Risk-Free: 30-Day Money-Back Guarantee!
✅Commercial License included!
See My Other Reviews Article:
(1) AI Genie Review: https://sumonreview.com/ai-genie-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
#AIFusionBuddyReview,
#AIFusionBuddyFeatures,
#AIFusionBuddyPricing,
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#AIFusionBuddyNewbieFriendly,
#WhatIsAIFusionBuddy?,
#HowDoesAIFusionBuddyWorks
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
Mobile App Development Company In Noida | Drona InfotechDrona Infotech
Looking for a reliable mobile app development company in Noida? Look no further than Drona Infotech. We specialize in creating customized apps for your business needs.
Visit Us For : https://www.dronainfotech.com/mobile-application-development/
Introducing Crescat - Event Management Software for Venues, Festivals and Eve...Crescat
Crescat is industry-trusted event management software, built by event professionals for event professionals. Founded in 2017, we have three key products tailored for the live event industry.
Crescat Event for concert promoters and event agencies. Crescat Venue for music venues, conference centers, wedding venues, concert halls and more. And Crescat Festival for festivals, conferences and complex events.
With a wide range of popular features such as event scheduling, shift management, volunteer and crew coordination, artist booking and much more, Crescat is designed for customisation and ease-of-use.
Over 125,000 events have been planned in Crescat and with hundreds of customers of all shapes and sizes, from boutique event agencies through to international concert promoters, Crescat is rigged for success. What's more, we highly value feedback from our users and we are constantly improving our software with updates, new features and improvements.
If you plan events, run a venue or produce festivals and you're looking for ways to make your life easier, then we have a solution for you. Try our software for free or schedule a no-obligation demo with one of our product specialists today at crescat.io
Large Language Models and the End of ProgrammingMatt Welsh
Talk by Matt Welsh at Craft Conference 2024 on the impact that Large Language Models will have on the future of software development. In this talk, I discuss the ways in which LLMs will impact the software industry, from replacing human software developers with AI, to replacing conventional software with models that perform reasoning, computation, and problem-solving.
Atelier - Innover avec l’IA Générative et les graphes de connaissancesNeo4j
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Allez au-delà du battage médiatique autour de l’IA et découvrez des techniques pratiques pour utiliser l’IA de manière responsable à travers les données de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la précision, la transparence et la capacité d’explication dans les systèmes d’IA générative. Vous partirez avec une expérience pratique combinant les relations entre les données et les LLM pour apporter du contexte spécifique à votre domaine et améliorer votre raisonnement.
Amenez votre ordinateur portable et nous vous guiderons sur la mise en place de votre propre pile d’IA générative, en vous fournissant des exemples pratiques et codés pour démarrer en quelques minutes.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Utilocate offers a comprehensive solution for locate ticket management by automating and streamlining the entire process. By integrating with Geospatial Information Systems (GIS), it provides accurate mapping and visualization of utility locations, enhancing decision-making and reducing the risk of errors. The system's advanced data analytics tools help identify trends, predict potential issues, and optimize resource allocation, making the locate ticket management process smarter and more efficient. Additionally, automated ticket management ensures consistency and reduces human error, while real-time notifications keep all relevant personnel informed and ready to respond promptly.
The system's ability to streamline workflows and automate ticket routing significantly reduces the time taken to process each ticket, making the process faster and more efficient. Mobile access allows field technicians to update ticket information on the go, ensuring that the latest information is always available and accelerating the locate process. Overall, Utilocate not only enhances the efficiency and accuracy of locate ticket management but also improves safety by minimizing the risk of utility damage through precise and timely locates.
AI Genie Review: World’s First Open AI WordPress Website CreatorGoogle
AI Genie Review: World’s First Open AI WordPress Website Creator
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-genie-review
AI Genie Review: Key Features
✅Creates Limitless Real-Time Unique Content, auto-publishing Posts, Pages & Images directly from Chat GPT & Open AI on WordPress in any Niche
✅First & Only Google Bard Approved Software That Publishes 100% Original, SEO Friendly Content using Open AI
✅Publish Automated Posts and Pages using AI Genie directly on Your website
✅50 DFY Websites Included Without Adding Any Images, Content Or Doing Anything Yourself
✅Integrated Chat GPT Bot gives Instant Answers on Your Website to Visitors
✅Just Enter the title, and your Content for Pages and Posts will be ready on your website
✅Automatically insert visually appealing images into posts based on keywords and titles.
✅Choose the temperature of the content and control its randomness.
✅Control the length of the content to be generated.
✅Never Worry About Paying Huge Money Monthly To Top Content Creation Platforms
✅100% Easy-to-Use, Newbie-Friendly Technology
✅30-Days Money-Back Guarantee
See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
#AIGenieApp #AIGenieBonus #AIGenieBonuses #AIGenieDemo #AIGenieDownload #AIGenieLegit #AIGenieLiveDemo #AIGenieOTO #AIGeniePreview #AIGenieReview #AIGenieReviewandBonus #AIGenieScamorLegit #AIGenieSoftware #AIGenieUpgrades #AIGenieUpsells #HowDoesAlGenie #HowtoBuyAIGenie #HowtoMakeMoneywithAIGenie #MakeMoneyOnline #MakeMoneywithAIGenie
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Software Engineering, Software Consulting, Tech Lead, Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Transaction, Spring MVC, OpenShift Cloud Platform, Kafka, REST, SOAP, LLD & HLD.
We describe the deployment and use of Globus Compute for remote computation. This content is aimed at researchers who wish to compute on remote resources using a unified programming interface, as well as system administrators who will deploy and operate Globus Compute services on their research computing infrastructure.
2. Who am I?
‣Alexei Ledenev (@alexeiled)
‣Chief of Research @codefresh.io
‣Open Source Projects
‣github.com/alexei-led/pumba
‣github.com/codefresh-io/microci
‣#docker #k8s #aws #gcloud
3. Complex Systems
"Sooner or later, any complex system will fail, and software systems are no exception.
Failure can occur anytime and almost anywhere. So you should never get too comfortable."
4. Last Year Outages
• IBM Cloud, January 26
• GitLab, January 31
• AWS, February 28
• Microsoft Azure, March 16
• ...
• Visit http://outage.report/
5.
6. What can we do
to achieve better Quality?
More testing? Better monitoring?
Functional Testing
Performance Testing
Integration Testing
Penetration Testing
Acceptance Testing Log Analytics
Monitoring Alerts
Failure Predictions
8. CAP Theorem
“Of three properties of
shared-data systems
(Consistency, Availability
and tolerance to network
Partitions) only two can be
achieved at any given
moment in time.”
Eric Brewer
9. Chaos Engineering
• Embrace the failure!
• Defines an empirical approach to resilience testing of distributed software systems
• Chaos Experiment
- define a "normal/steady" state of the system (e.g. by monitoring a set of system and business
metrics)
- pseudo-randomly inject faults (e.g. by terminating VMs, killing containers or changing network
behavior)
- try to discover system weaknesses by deviation from expected or steady-state behavior
The harder it is to disrupt the steady state, the more confidence we have in the behavior of the system.
http://principlesofchaos.org/
12. What is Pumba(a)?
1. Pumbaa is a well-known supporting character
(warthog) from Disney’s animated film The Lion King
2. In Swahili, pumbaa means “to be foolish, silly, weak-
minded, careless, negligent”
3. It's also an open source Chaos Testing tool for Docker
containers
1. https://github.com/gaia-adm/pumba
2. Linux, Windows, MacOS, Docker
13. What Pumba can do?
• Pumba disturbs Docker runtime environment, injecting different failures
• The "victim" container can be specified, providing name/s or regex
• Radom selection is also supported (with `--random` flag)
• It's possible to define a repeatable time interval and duration parameters
to better control the Chaos
• Pumba can disturb either single Docker host, Swarm cluster, and
Kubernetes cluster
14. Pumba Docker Chaos Commands
1. stop running Docker container
2. kill (send termination or other signal) to the main process within a
Docker container
3. remove "victim" containers, with their links and volumes
4. pause all processes within a "victim" Docker container for a
specified time
16. Examples
# stop random container once in a 10 minutes
$ pumba --random --interval 10m kill --signal SIGSTOP
# every 15 minutes kill `mysql` container and
# every hour remove containers starting with "cf"
$ pumba --interval 15m kill --signal SIGTERM mysql &
$ pumba --interval 1h rm re2:^cf &
# every 5 min randomly kill "worker1" or "worker2" containers
# and every 3 minutes pause "queue" container for 15s
$ pumba --random --interval 5m kill --signal SIGKILL worker1 worker2 &
$ pumba --interval 3m pause --duration 15s queue &
17. Pumba Network Chaos Commands
1. Pumba can emulate network failures at container level (filter by IP too)
2. delay egress traffic for the specified containers
3. add packet-loss based on different probability loss models (2-3-4 state
Markov, Gilbert, Simple Gilbert and Bernoulli)
4. rate limit egress traffic for the specified containers
18. # add 3 seconds delay for all outgoing packets
# on (default) network device of Docker container for 5 minutes
$ pumba netem --duration 5m delay --time 3000 mydb
# add a delay of 3000ms ± 30ms,
# with the next random element depending 20% on the last one,
# for all outgoing packets on device of all Docker container,
# with name start with for 10 minutes
$ pumba netem --duration 5m --interface eth1 delay
--time 3000 --jitter 30 --correlation 20 re2:^hp
# add a delay of 3000ms ± 40ms, where variation in delay
# is described by normal distribution,
# for all outgoing packets on main network device of randomly
# chosen Docker container
# from the specified list, for 5 minutes
$ pumba --random netem --duration 5m delay --time 3000
--jitter 40 --distribution normal
container1 container2 container3
19. Pumba Netem under the hood
• The Linux kernel offers a native framework for routing, bridging, firewalling, address
translation and much else.
• Before a packet leaves the output interface, it passes through Linux Traffic Control (tc). This
component is a powerful tool for scheduling, shaping, classifying and prioritizing traffic.
• The basic component of Linux Traffic Control is the queuing discipline (qdisc). The
simplest implementation of a qdisc is first in first out (FIFO). There are others too.
• The network emulation (netem) project adds queuing disciplines that emulate wide area
network properties such as latency, jitter, loss, duplication, corruption and reordering.