네트워크 엔지니어에게 왜 쿠버네티스가 필요한지 설명하는 내용입니다.
영상은 아래의 링크에서 제공됩니다. https://www.inflearn.com/course/%EC%BF%A0%EB%B2%84%EB%84%A4%ED%8B%B0%EC%8A%A4-%EC%89%BD%EA%B2%8C%EC%8B%9C%EC%9E%91/lecture/97562
K8s in 3h - Kubernetes Fundamentals TrainingPiotr Perzyna
Kubernetes (K8s) is an open-source system for automating deployment, scaling, and management of containerized applications. This training helps you understand key concepts within 3 hours.
- Archeology: before and without Kubernetes
- Deployment: kube-up, DCOS, GKE
- Core Architecture: the apiserver, the kubelet and the scheduler
- Compute Model: the pod, the service and the controller
This talk discusses the core concepts behind the Kubernetes extensibility model. We are going to see how to implement new CRDs, operators and when to use them to automate the most critical aspects of your Kubernetes clusters.
Optimizing Kubernetes Resource Requests/Limits for Cost-Efficiency and Latenc...Henning Jacobs
Kubernetes has the concept of resource requests and limits. Pods get scheduled on the nodes based on their requests and optionally limited in how much of the resource they can consume. Understanding and optimizing resource requests/limits is crucial both for reducing resource "slack" and ensuring application performance/low-latency. This talk shows our approach to monitoring and optimizing Kubernetes resources for 80+ clusters to achieve cost-efficiency and reducing impact for latency-critical applications. All shown tools are Open Source and can be applied to most Kubernetes deployments.
K8s in 3h - Kubernetes Fundamentals TrainingPiotr Perzyna
Kubernetes (K8s) is an open-source system for automating deployment, scaling, and management of containerized applications. This training helps you understand key concepts within 3 hours.
- Archeology: before and without Kubernetes
- Deployment: kube-up, DCOS, GKE
- Core Architecture: the apiserver, the kubelet and the scheduler
- Compute Model: the pod, the service and the controller
This talk discusses the core concepts behind the Kubernetes extensibility model. We are going to see how to implement new CRDs, operators and when to use them to automate the most critical aspects of your Kubernetes clusters.
Optimizing Kubernetes Resource Requests/Limits for Cost-Efficiency and Latenc...Henning Jacobs
Kubernetes has the concept of resource requests and limits. Pods get scheduled on the nodes based on their requests and optionally limited in how much of the resource they can consume. Understanding and optimizing resource requests/limits is crucial both for reducing resource "slack" and ensuring application performance/low-latency. This talk shows our approach to monitoring and optimizing Kubernetes resources for 80+ clusters to achieve cost-efficiency and reducing impact for latency-critical applications. All shown tools are Open Source and can be applied to most Kubernetes deployments.
[오픈소스컨설팅]클라우드기반U2L마이그레이션 전략 및 고려사항Ji-Woong Choi
Cloud 기반으로 U2C(Unix to Cloud),U2L(Unix to Linux) 마이그레이션에 대한 가이드 라인과 사이징 관련 고려 사항에 대해 설명한 자료입니다.
많은 전환 프로젝트에서 추출된 경험치가 들어가 있으며, 전환별 난이도 및 고려사항이 들어가 있습니다.
Get an overview of HashiCorp's Vault concepts.
Learn how to start a Vault server.
Learn how to use the Vault's postgresql backend.
See an overview of the Vault's SSH backend integration.
This presentation was held on the DigitalOcean Meetup in Berlin. Find more details here: https://www.meetup.com/DigitalOceanBerlin/events/237123195/
Deploying and managing IBM MQ in the CloudRobert Parker
When moving to the cloud you want to ensure that the deployment and management of your cloud queue managers is as easy and streamlined as possible. In this session we will look at a few tools you can use to deploy and manage your queue managers, as well as where you can find examples of these tools in action.
This presentation was given at the WebSphere User Group in Hursley, June 2017.
Accelerating Envoy and Istio with Cilium and the Linux KernelThomas Graf
This talk will provide an introduction to injection options of Envoy and then deep dive into ongoing Linux kernel work that enables injecting Envoy while introducing as little latency as possible.
The servicemesh and the sidecar proxy model are on a steep trajectory to redefine many networking and security use cases. This talk explains and demos a new socket redirect Linux kernel technology that allows running Envoy with similar performance as if the sidecar was linked to the application using a UNIX domain socket. The talk will also give an outlook on how Envoy can use the recently merged kernel TLS functionality to gain access to the clear text payload transparently for end to end encrypted applications without requiring to decrypt and re-encrypt any data to further reduce the overhead and latency.
데브시스터즈의 Cookie Run: OvenBreak 에 적용된 Kubernetes 기반 다중 개발 서버 환경 구축 시스템에 대한 발표입니다.
Container orchestration 기반 개발 환경 구축 시스템의 필요성과, 왜 Kubernetes를 선택했는지, Kubernetes의 개념과 유용한 기능들을 다룹니다. 아울러 구축한 시스템에 대한 데모와, 작업했던 항목들에 대해 리뷰합니다.
*NDC17 발표에서는 데모 동영상을 사용했으나, 슬라이드 캡쳐로 대신합니다.
AWS에서 Kubernetes 실행하기
황경태 솔루션즈 아키텍트, AWS
본 세션에서는 AWS의 관리형 Kubernetes 서비스인 EKS에 대해 3가지 파트 1.구성요소와 아키텍처, 2. 대규모 해외 고객사례, 3. EKS 기반 마이크로서비스 데모 를 살펴봅니다. 컨트롤/데이터 플레인, 네트워크, 인증&권한, CI/CD, 로깅 및 모니터 등 필수적인 기술요소와 실제 동작모습을 이해하고, 실 고객사례를 통해 대형 Kubernetes 클러스터 구성과 조직에 대해서도 알아봅니다.
Las tecnologías como los contenedores y kubernetes pueden hacer que sus procesos de entrega de software sean más fáciles y más rápidos. En este webinar, hablaremos sobre cómo usar el Amazon Kubernetes Service (EKS) para construir aplicaciones modernas con grupos Kubernetes totalmente administrados.
AWS 상의 컨테이너 서비스 소개 ECS, EKS - 이종립 / Principle Enterprise Evangelist @베스핀글로벌BESPIN GLOBAL
지난 11월 Bespin Gaming Day 행사의 발표 자료를 통해 AWS에서 컨테이너를 활용하는 방법을 알아보겠습니다.
AWS에서는 사용 목적에 따라 다양한 컨테이너 서비스를 제공합니다.
- Management 스케쥴링, 스케일링, 배포, 전략: Amazon ECS, Amazon EKS
- Hosting 컨테이너가 수행되는 곳: Amazon EC2, AWS Fargate
- Image Registry 컨테이너 이미지 저장소: Amazon ECR
컨테이너 및 쿠버네티스 관련 서비스 중 Amazon EKS, Amazon ECS, AWS Fargate에 대해 보다 자세히 살펴보실 수 있습니다.
AWS Summit Seoul 2015에서 GS네오텍 박정수 팀장님의 CloudFront와 Route53 기반 콘텐츠 배포 전략 발표 자료입니다.
---
웹 서비스를 이용하는 사용자들이 늘어나고 트래픽이 증가하면 이에 대응하기 위해 보다 유연한 서비스 환경을 구축할 필요가 있습니다. 특히 서비스 내 미디어 등 콘텐츠를 빠르게 배포하는 것은 서비스 경험을 높이는 데 매우 중요한 요소입니다.
이 강연에서는 AWS 클라우드의 콘텐츠 배포 서비스(CDN)인 Amazon CloudFront와 도메인 관리 서비스인 Amazon Route53를 활용하고 있는 국내 고객의 사례를 소개하고, 국내는 물론 국외에 소재한 고객들에게도 훌륭한 서비스 경험을 제공하기 위해 한국을 비롯해 전 세계 53개소에 자리잡은 CloudFront 엣지 로케이션을 활용하는 방법의 다양한 기술적/비용적 이점에 대해 설명하겠습니다.
Introduction to the Container Network Interface (CNI)Weaveworks
CNI, the Container Network Interface, is a standard API between container runtimes and container network implementations. These slides are from the Cloud Native Computing Foundation's Webinar, and explain what CNI is, how you use it, and what lies ahead on the roadmap.
Running Kubernetes in hybrid environments with AWS (EKS Distro & EKS Anywhere...Amazon Web Services Korea
온디맨드 다시보기: https://www.youtube.com/watch?v=nyS13KfNgFo
엔터프라이즈 컴퓨팅 환경은 빠르게 쿠버네티스 기반의 컨테이너 환경으로 전환되고 있고, 온프레미스기반의 프라이빗 클라우드를 넘어서 퍼블릭 클라우드가 제공하는 다양한 서비스와 무한대에 가까운 확장성를 활용해 혁신을 이어나가길 원하고 있습니다. 기업에서 온프레미스와 클라우드를 아우르는 하이브리드환경에서, 쿠버네티스를 구축하고 활용하는 방안에 대해서 설명합니다.
SACON NY 19: "Creating an effective developer experience for cloud-native apps"Daniel Bryant
Many organizations are embracing cloud-native technologies, such as microservices, containers, and Kubernetes, but are struggling to adapt their developer experience (DevEx or DX) and continuous delivery processes. Failure to adapt leads to longer lead times for delivery, frustration for developers, and stability issues in production. Architects and technical leaders need to drive this change.
The developer experience with modern cloud-native technologies is very different than the classic enterprise experience of the 1990s or even the early cloud experiences of the 2000s. For example, it’s often no longer possible to spin up an entire application or system on local hardware, and the extra layers of abstract of containers and VMs make debugging and observing systems more challenging.
Daniel Bryant explores the core concepts of the cloud-native developer experience, introduces and compares several useful tools, and shares lessons learned from the trenches.
[오픈소스컨설팅]클라우드기반U2L마이그레이션 전략 및 고려사항Ji-Woong Choi
Cloud 기반으로 U2C(Unix to Cloud),U2L(Unix to Linux) 마이그레이션에 대한 가이드 라인과 사이징 관련 고려 사항에 대해 설명한 자료입니다.
많은 전환 프로젝트에서 추출된 경험치가 들어가 있으며, 전환별 난이도 및 고려사항이 들어가 있습니다.
Get an overview of HashiCorp's Vault concepts.
Learn how to start a Vault server.
Learn how to use the Vault's postgresql backend.
See an overview of the Vault's SSH backend integration.
This presentation was held on the DigitalOcean Meetup in Berlin. Find more details here: https://www.meetup.com/DigitalOceanBerlin/events/237123195/
Deploying and managing IBM MQ in the CloudRobert Parker
When moving to the cloud you want to ensure that the deployment and management of your cloud queue managers is as easy and streamlined as possible. In this session we will look at a few tools you can use to deploy and manage your queue managers, as well as where you can find examples of these tools in action.
This presentation was given at the WebSphere User Group in Hursley, June 2017.
Accelerating Envoy and Istio with Cilium and the Linux KernelThomas Graf
This talk will provide an introduction to injection options of Envoy and then deep dive into ongoing Linux kernel work that enables injecting Envoy while introducing as little latency as possible.
The servicemesh and the sidecar proxy model are on a steep trajectory to redefine many networking and security use cases. This talk explains and demos a new socket redirect Linux kernel technology that allows running Envoy with similar performance as if the sidecar was linked to the application using a UNIX domain socket. The talk will also give an outlook on how Envoy can use the recently merged kernel TLS functionality to gain access to the clear text payload transparently for end to end encrypted applications without requiring to decrypt and re-encrypt any data to further reduce the overhead and latency.
데브시스터즈의 Cookie Run: OvenBreak 에 적용된 Kubernetes 기반 다중 개발 서버 환경 구축 시스템에 대한 발표입니다.
Container orchestration 기반 개발 환경 구축 시스템의 필요성과, 왜 Kubernetes를 선택했는지, Kubernetes의 개념과 유용한 기능들을 다룹니다. 아울러 구축한 시스템에 대한 데모와, 작업했던 항목들에 대해 리뷰합니다.
*NDC17 발표에서는 데모 동영상을 사용했으나, 슬라이드 캡쳐로 대신합니다.
AWS에서 Kubernetes 실행하기
황경태 솔루션즈 아키텍트, AWS
본 세션에서는 AWS의 관리형 Kubernetes 서비스인 EKS에 대해 3가지 파트 1.구성요소와 아키텍처, 2. 대규모 해외 고객사례, 3. EKS 기반 마이크로서비스 데모 를 살펴봅니다. 컨트롤/데이터 플레인, 네트워크, 인증&권한, CI/CD, 로깅 및 모니터 등 필수적인 기술요소와 실제 동작모습을 이해하고, 실 고객사례를 통해 대형 Kubernetes 클러스터 구성과 조직에 대해서도 알아봅니다.
Las tecnologías como los contenedores y kubernetes pueden hacer que sus procesos de entrega de software sean más fáciles y más rápidos. En este webinar, hablaremos sobre cómo usar el Amazon Kubernetes Service (EKS) para construir aplicaciones modernas con grupos Kubernetes totalmente administrados.
AWS 상의 컨테이너 서비스 소개 ECS, EKS - 이종립 / Principle Enterprise Evangelist @베스핀글로벌BESPIN GLOBAL
지난 11월 Bespin Gaming Day 행사의 발표 자료를 통해 AWS에서 컨테이너를 활용하는 방법을 알아보겠습니다.
AWS에서는 사용 목적에 따라 다양한 컨테이너 서비스를 제공합니다.
- Management 스케쥴링, 스케일링, 배포, 전략: Amazon ECS, Amazon EKS
- Hosting 컨테이너가 수행되는 곳: Amazon EC2, AWS Fargate
- Image Registry 컨테이너 이미지 저장소: Amazon ECR
컨테이너 및 쿠버네티스 관련 서비스 중 Amazon EKS, Amazon ECS, AWS Fargate에 대해 보다 자세히 살펴보실 수 있습니다.
AWS Summit Seoul 2015에서 GS네오텍 박정수 팀장님의 CloudFront와 Route53 기반 콘텐츠 배포 전략 발표 자료입니다.
---
웹 서비스를 이용하는 사용자들이 늘어나고 트래픽이 증가하면 이에 대응하기 위해 보다 유연한 서비스 환경을 구축할 필요가 있습니다. 특히 서비스 내 미디어 등 콘텐츠를 빠르게 배포하는 것은 서비스 경험을 높이는 데 매우 중요한 요소입니다.
이 강연에서는 AWS 클라우드의 콘텐츠 배포 서비스(CDN)인 Amazon CloudFront와 도메인 관리 서비스인 Amazon Route53를 활용하고 있는 국내 고객의 사례를 소개하고, 국내는 물론 국외에 소재한 고객들에게도 훌륭한 서비스 경험을 제공하기 위해 한국을 비롯해 전 세계 53개소에 자리잡은 CloudFront 엣지 로케이션을 활용하는 방법의 다양한 기술적/비용적 이점에 대해 설명하겠습니다.
Introduction to the Container Network Interface (CNI)Weaveworks
CNI, the Container Network Interface, is a standard API between container runtimes and container network implementations. These slides are from the Cloud Native Computing Foundation's Webinar, and explain what CNI is, how you use it, and what lies ahead on the roadmap.
Running Kubernetes in hybrid environments with AWS (EKS Distro & EKS Anywhere...Amazon Web Services Korea
온디맨드 다시보기: https://www.youtube.com/watch?v=nyS13KfNgFo
엔터프라이즈 컴퓨팅 환경은 빠르게 쿠버네티스 기반의 컨테이너 환경으로 전환되고 있고, 온프레미스기반의 프라이빗 클라우드를 넘어서 퍼블릭 클라우드가 제공하는 다양한 서비스와 무한대에 가까운 확장성를 활용해 혁신을 이어나가길 원하고 있습니다. 기업에서 온프레미스와 클라우드를 아우르는 하이브리드환경에서, 쿠버네티스를 구축하고 활용하는 방안에 대해서 설명합니다.
SACON NY 19: "Creating an effective developer experience for cloud-native apps"Daniel Bryant
Many organizations are embracing cloud-native technologies, such as microservices, containers, and Kubernetes, but are struggling to adapt their developer experience (DevEx or DX) and continuous delivery processes. Failure to adapt leads to longer lead times for delivery, frustration for developers, and stability issues in production. Architects and technical leaders need to drive this change.
The developer experience with modern cloud-native technologies is very different than the classic enterprise experience of the 1990s or even the early cloud experiences of the 2000s. For example, it’s often no longer possible to spin up an entire application or system on local hardware, and the extra layers of abstract of containers and VMs make debugging and observing systems more challenging.
Daniel Bryant explores the core concepts of the cloud-native developer experience, introduces and compares several useful tools, and shares lessons learned from the trenches.
CloudNativeLondon 2018: "In Search of the Perfect Cloud Native Developer Expe...Daniel Bryant
In a productive cloud native development workflow, individual teams can build and ship software independently from each other. But with a rapidly evolving cloud native landscape, creating an effective developer workflow using a platform based on something like Kubernetes can be challenging. You are all creating software to support the delivery of value to your customers and to the business, and therefore, the developer experience from idea generation to running (and observing) in production must be fast, reliable, and provide good feedback. During this talk Daniel will share with you several lessons learned from real world consulting experience working with teams deploying to Kubernetes.
Key takeaways include:
Why an efficient development workflow is so important
A series of questions to ask in order to understand if you should attempt to build a PaaS on top of Kubernetes (everyone needs a platform, but how much should be built versus integrated versus bought?)
A brief overview of developer experience tooling for Kubernetes, and how this domain could evolve in the future
The role of Kubernetes, Envoy, Prometheus, and other popular cloud-native tools in your workflow
Key considerations in implementing a cloud-native workflow
Velocity NY 2018 "The Cloud Native Developer Workflow"Daniel Bryant
In a productive cloud-native development workflow, individual teams can build and ship software independently from each other. But with a rapidly evolving Cloud Native Landscape, creating an effective developer workflow on Kubernetes can be challenging. We are all creating software to support the delivery of value to our customers and to the business, and therefore, the developer experience from idea generation to running (and observing) in production must be fast, reliable, and provide good feedback.
DevOpsGuys FutureDecoded 2016 - is DevOps the AnswerDevOpsGroup
DevOps is the Answer, what was the question again?
Everyone is talking DevOps and in this presentation we try and put DevOps in context of Digital Transformation, how you can move to a DevOps model, how Microsoft solutions might form a part of that, and a bit of tech demo thrown in for fun!
How to build DevSecOps Platform on Huawei CloudOpsta
We will show how to build a DevSecOps Platform with various components on Huawei Cloud.
Jirayut Nimsaeng
Founder & CEO
Opsta (Thailand) Co., Ltd.
HUAWEI CONNECT 2022 Bangkok
September 20, 2022
DevOps Solutions with HEX64 Infosolutions Awijeet Kumar
DevOps solution services encompass a wide range of offerings aimed at helping organizations adopt and optimize DevOps practices. These services are provided by cloud providers like AWS, Azure, and GCP, as well as specialized DevOps platform providers such as GitLab and Jenkins. They include tools for automation, continuous integration/continuous delivery (CI/CD), infrastructure as code, and more. DevOps consulting services offer expertise in strategy and implementation, while training and certification providers help individuals and teams acquire the necessary skills. These services are crucial for streamlining software development and operations, enhancing collaboration, and achieving efficient, high-quality application delivery in a DevOps environment.
Choreo: Empowering the Future of Enterprise Software EngineeringWSO2
Key topics covered:
- Real-world examples of Choreo's comprehensive coverage from application design and deployment, security, scaling, and monitoring
- Running different types of workloads, such as web applications, APIs, microservices, integrations, and tasks at scale, and wire them together to deliver seamless omnichannel digital experiences
- How Choreo improves the developer experience by eliminating repetition, silos, and redundancy through enhanced discoverability and self-serviceability
Platform Engineering is the practice of building and operating a common platform as a product for technology teams.
In this session, we will talk about why and when we need a platform. How to build Platform Engineering and demo.
Jirayut Nimsaeng
Founder & CEO
Opsta (Thailand) Co., Ltd.
Youtube Record: https://youtu.be/brBZYbNbnAo
Dev Mountain Tech Festival 2022 @ Khaoyai
March 19, 2022
CI and CD with Visual Studio Team Services and AzureLennart Passig
This Slideset shows the Microsoft toolsets for continous integration and continous delivery. In the Takeaway slide are a bunch of demo meterials to be able to configure VSTS yourself.
microXchg 2019: "Creating an Effective Developer Experience for Cloud-Native ...Daniel Bryant
In a productive cloud native development workflow, individual teams can build and ship (micro)services independently from each other. But with a rapidly evolving cloud native landscape, creating an effective developer workflow using a platform based on something like Kubernetes can be challenging.
We are all creating software to support the delivery of value to our customers and to the business, and therefore, the developer experience from idea generation to running (and observing) in production must be fast, reliable, and provide good feedback.
During this talk Daniel will share with you several lessons learned from real world consulting experience working with teams deploying to Kubernetes.
Key takeaways include:
- Why an efficient development workflow is so important
- A series of questions to ask in order to understand if you should attempt to build a PaaS on top of Kubernetes (everyone needs a platform, but how much should be built versus integrated versus bought?)
- A brief overview of developer experience tooling for Kubernetes, and how this domain could evolve in the future
- The role of Kubernetes, Envoy, Prometheus, and other popular cloud-native tools in your workflow
- Key considerations in implementing a cloud-native workflow
EKS에 OSS Prometheus를 helm으로 올리는 가이드 문서입니다.
버전에 따라 실행이 바로 되지 않을 수 있기 때문에 일부 수정이 필요할 것입니다.
< 버전 정보 >
Helm v3.9.1
Prometheus 2.36.2(latest)
Promehteus-Stack 0.57.0(latest) on Jul 28, 2022.pdf
The myths of deprecating docker in kubernetesJo Hoon
Don’t be surprise. It is very natural movement from monolithic style to MSA. And it is not sooner issue. Just happen to late 2021 as a plan. And most of customer doesn’t impact your system. Due to many of service provider (GCP, AWS, AZURE, OpenShift, RKE and so on) already change their Container Runtime from (a little noisy?) old version of docker to light Container Runtime. I.e. new version of docker or others. And also it is no no no impact to your current image because you already use containerD monstly and what if you use old version of docker and also k8s said support old dockershim with there supportive method.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
5. [ 클라우드☁️솔루션_아키택처 ]@Magazone
CCIE DC, CKA&D, VCIX-NV6, RHCE, GCPx4
인프런(🌱): https://www.inflearn.com/users/@kubernetes
링크드인(🔗): https://www.linkedin.com/in/hoonjo/
깃허브(😸): https://github.com/sysnet4admin/
시스템/네트워크 IT 벤더의 경험 이후, 메가존 GCP 클라우드
팀에서 쿠버네티스와 연관된 모든 프로젝트에 대한 Tech
Advisor 및 Container Architecture Design을 제공하고
있습니다. 그 외에 페이스북 ‘IT 인프라 엔지니어 그룹’과
'앤서블 유저그룹'의 운영진을 맡고 있으며, 오픈 소스
컨트리뷰터로도 활동하고 있습니다.
그 외에 가지고 있는 지식을 공유하는 것을 좋아하여,
인프런/유데미에서 앤서블 및 쿠버네티스에 관한 강의를
기재하고 있으며, 또한 아는 지식을 문서로 남겨야 한다고
생각하기에 책( 『시스템/네트워크 관리자를 위한 파이썬 실무
프로그래밍』, 『우아하게 앤서블』), 『컨테이너 인프라 환경
구축을 위한 쿠버네티스/도커』(길벗) 이 있고, IT 잡지에
기고문을 쓰는 활동도 함께하고 있습니다.