In this session we will learn how we can handle fault tolerance in microservices using Resilince4J springboot and how it is Preferred over Hystrics for implementing fault-tolerance pattern circuit-Breaker
Resilience4j is a lightweight fault tolerance library that provides a variety of fault tolerance and stability patterns to a web application. In this knolx session, we'll learn how to use this library with a simple Spring Boot application.
The document discusses the Circuit Breaker pattern, which protects applications from failures in external systems. It works by monitoring requests and switching between closed, open, and half-open states. When external systems are likely to fail, the circuit breaker will fail requests immediately instead of allowing them to fail and impact the application. Implementations of the pattern include Akka CircuitBreaker, Netflix Hystrix, and Apache Polygene's CircuitBreaker.
The document discusses the circuit breaker pattern, which allows a subsystem to fail gracefully without causing a complete system failure. It is primarily used in microservice architectures to handle failures that are inevitable. A circuit breaker acts like a physical circuit breaker, where it trips open after failures exceed a threshold for a period of time to prevent cascading failures. The document then demonstrates the circuit breaker pattern using Spring Cloud, Eureka, Hystrix and Zuul in a sample application topology.
This document discusses cyclomatic and cognitive complexity as measures of code complexity. Cyclomatic complexity measures the number of linearly independent paths through a program's source code and was proposed in 1976. Cognitive complexity was proposed in 2018 to also account for modern code constructs that can make code easier to understand. The key differences in calculating the two complexities are that cognitive complexity assigns lower weights to constructs like ternary operators and switch statements. Both complexities should be used as inputs to code reviews to prioritize testing and refactoring of more complex code.
This document discusses DevOps and its relationship to SAFe. It begins with introductions and defines DevOps. It then discusses key principles of DevOps like culture, automation, lean flow, measurement, and recovery. It outlines the different teams involved in DevOps and how it breaks down silos. The rest of the document discusses how to assess value streams and identify bottlenecks. It also outlines the explore, integrate, deploy, and release dimensions of a continuous delivery pipeline in SAFe. It concludes by providing information on a SAFe DevOps certification course.
Learn from the Experts: Using DORA Metrics to Accelerate Value Stream FlowDevOps.com
This document outlines a webinar on using DORA metrics to accelerate value stream flow. The webinar will be led by Helen Beal and Jeff Keyes and will discuss why measuring performance is important, what the DORA metrics are, insights into optimizing flow, and how to manage value streams. Key aspects that will be covered include culture, automation, lean principles, measurement, sharing best practices, lead time, cycle time, deployment frequency, change fail rate, mean time to restore service, value stream mapping, and value stream management platforms and tools.
Are you considering Microservice architecture for your next project?
Are you planning to migrate an existing legacy / monolithic application to Microservices?
Are you curious about Microservice architecture?
If the answer to one of the above questions is YES, then this session is for you.
Join me to know all about Microservice architecture:
- When to adopt it?
- When not to adopt it?
- How to assess your team’s readiness to adopt Microservice architecture?
- Starting a new project with Microservice architecture.
- Migrate an existing project to Microservice architecture.
- Microservice architecture main anti-patterns and how to fix them.
- Are monoliths really that bad?
The talk belonging to this slide deck is basically a "sequel" of the "Patterns of resilience" talk. It briefly repeats a few core statements of the previous talk and then starts to complete the picture.
First, it creates a more complete pattern taxonomy and locates the taxonomy of the previous talk in it. Then, it repeats a few of the patterns of the first talk concerning core architectural patterns and error detection patterns, enriching them with some additional information.
After that the core part of this talk starts: The error recovery and error mitigation patterns. The talk presents several well known and not so well known patterns from those two domains, partially augmented with code examples. Then after, briefly touching fault treatment patterns, some more patterns of the error prevention domain are presented.
The talk concludes with a small guideline, how to identify the appropriate pattern set for a concrete situation.
As always, the voice track and therefore a lot of information is missing in this slide deck. Yet, I hope that it provides a few helpful pointers.
Resilience4j is a lightweight fault tolerance library that provides a variety of fault tolerance and stability patterns to a web application. In this knolx session, we'll learn how to use this library with a simple Spring Boot application.
The document discusses the Circuit Breaker pattern, which protects applications from failures in external systems. It works by monitoring requests and switching between closed, open, and half-open states. When external systems are likely to fail, the circuit breaker will fail requests immediately instead of allowing them to fail and impact the application. Implementations of the pattern include Akka CircuitBreaker, Netflix Hystrix, and Apache Polygene's CircuitBreaker.
The document discusses the circuit breaker pattern, which allows a subsystem to fail gracefully without causing a complete system failure. It is primarily used in microservice architectures to handle failures that are inevitable. A circuit breaker acts like a physical circuit breaker, where it trips open after failures exceed a threshold for a period of time to prevent cascading failures. The document then demonstrates the circuit breaker pattern using Spring Cloud, Eureka, Hystrix and Zuul in a sample application topology.
This document discusses cyclomatic and cognitive complexity as measures of code complexity. Cyclomatic complexity measures the number of linearly independent paths through a program's source code and was proposed in 1976. Cognitive complexity was proposed in 2018 to also account for modern code constructs that can make code easier to understand. The key differences in calculating the two complexities are that cognitive complexity assigns lower weights to constructs like ternary operators and switch statements. Both complexities should be used as inputs to code reviews to prioritize testing and refactoring of more complex code.
This document discusses DevOps and its relationship to SAFe. It begins with introductions and defines DevOps. It then discusses key principles of DevOps like culture, automation, lean flow, measurement, and recovery. It outlines the different teams involved in DevOps and how it breaks down silos. The rest of the document discusses how to assess value streams and identify bottlenecks. It also outlines the explore, integrate, deploy, and release dimensions of a continuous delivery pipeline in SAFe. It concludes by providing information on a SAFe DevOps certification course.
Learn from the Experts: Using DORA Metrics to Accelerate Value Stream FlowDevOps.com
This document outlines a webinar on using DORA metrics to accelerate value stream flow. The webinar will be led by Helen Beal and Jeff Keyes and will discuss why measuring performance is important, what the DORA metrics are, insights into optimizing flow, and how to manage value streams. Key aspects that will be covered include culture, automation, lean principles, measurement, sharing best practices, lead time, cycle time, deployment frequency, change fail rate, mean time to restore service, value stream mapping, and value stream management platforms and tools.
Are you considering Microservice architecture for your next project?
Are you planning to migrate an existing legacy / monolithic application to Microservices?
Are you curious about Microservice architecture?
If the answer to one of the above questions is YES, then this session is for you.
Join me to know all about Microservice architecture:
- When to adopt it?
- When not to adopt it?
- How to assess your team’s readiness to adopt Microservice architecture?
- Starting a new project with Microservice architecture.
- Migrate an existing project to Microservice architecture.
- Microservice architecture main anti-patterns and how to fix them.
- Are monoliths really that bad?
The talk belonging to this slide deck is basically a "sequel" of the "Patterns of resilience" talk. It briefly repeats a few core statements of the previous talk and then starts to complete the picture.
First, it creates a more complete pattern taxonomy and locates the taxonomy of the previous talk in it. Then, it repeats a few of the patterns of the first talk concerning core architectural patterns and error detection patterns, enriching them with some additional information.
After that the core part of this talk starts: The error recovery and error mitigation patterns. The talk presents several well known and not so well known patterns from those two domains, partially augmented with code examples. Then after, briefly touching fault treatment patterns, some more patterns of the error prevention domain are presented.
The talk concludes with a small guideline, how to identify the appropriate pattern set for a concrete situation.
As always, the voice track and therefore a lot of information is missing in this slide deck. Yet, I hope that it provides a few helpful pointers.
The document provides an overview of Agile and Lean concepts, frameworks, and methodologies for software development such as Scrum, Kanban, and Lean, describing how they aim to optimize processes, eliminate waste, and deliver value through iterative and incremental practices like limiting work in progress and prioritizing backlogs. It also details the Scrum framework, including ceremonies like planning, daily standups, reviews and retrospectives, as well as roles of the product owner, scrum master and team.
This document describes the design and implementation of a VLAN network for a university campus. It begins with introductions to LANs and VLANs, including definitions, types, and benefits. It then details the specific VLAN implementation for the university, including IP addressing, router and switch configurations, and host configurations for different VLANs. The network was designed and implemented using Cisco switches and routers in Packet Tracer to segment the network into VLANs for different departments on campus.
Introduction to Microservices Patterns. In these slides we explore microservices vs monolith apis. We try to identify the challenges of moving to microservices ecosystem and try to analyze possible solutions for data consistency, inter-communication, event driven and distributed transactions.
In this slide deck, I first describe what resilience is, what it is about, why it is important and how it is different from traditional stability approaches.
After that introductory part the main part is a "small" pattern language which is organized around isolation, the typical starting point of resilient software design. I used quotation marks for "small" as even this subset of a complete resilience pattern language still consists of around 20 patterns.
All the patterns are briefly described and for some of the patterns I added a bit of detail, but as this is a slide deck, the voice track - as usual - is missing. Also this pattern language is still sort of work in progress, i.e., it has not yet settled and some details are still missing. Yet I think (or at least hope), that the slides might contain a few useful insights for you.
The document provides information on Agile vs Waterfall methodologies for software development. It describes Agile as an iterative approach that values individuals, interactions, working software and responding to change over processes, tools, documentation and following a plan. Waterfall is described as a linear sequential process where each phase must be completed before the next can begin. The document outlines the phases and characteristics of both approaches and discusses their pros and cons for different project types.
Scrum is an agile framework that focuses on rapid delivery of working software in short cycles called sprints. It consists of self-organizing cross-functional teams, regular sprints with daily stand-ups, and artifacts like a product backlog, sprint backlog, and burn-down charts. The product owner prioritizes the backlog, the scrum master facilitates the process, and teams work to complete items in sprints usually 2-4 weeks long. Scrum enables rapid, flexible response to change through inspection and adaptation at the end of each sprint.
Wars of MySQL Cluster ( InnoDB Cluster VS Galera ) Mydbops
MySQL Clustering over InnoDB engines has grown a lot over the last decade. Galera began working with InnoDB early and then Group Replication came to the environment later, where the features are now rich and robust. This presentation offers a technical comparison of both of them.
Scrum vs Kanban | What are the differences between Scrum and Kanban | EdurekaEdureka!
YouTube Link: https://youtu.be/GLFuzBiy18o
** Certified Scrum Master Training: https://www.edureka.co/certified-scrum-master-certification-training **
This Edureka PPT on "Scrum vs Kanban" tell you about both of the said AGILE-based Frameworks. You will get an overview of the principles and practices of Scrum and Kanban and how they are similar to and different from each other.
What is Scrum?
What is Kanban?
How are they similar?
How are they different?
Scrum vs Kanban
Which one should you choose?
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
This document provides an overview of microservices and various methodologies for deploying microservices. It begins with an introduction comparing monolithic and microservice architectures. Next, it discusses considerations for microservice design like scalability and complexity. It then covers challenges of deploying microservices like monitoring and scaling. The document proceeds to introduce Kubernetes as a container orchestration tool for deploying microservices. It includes descriptions of various Kubernetes components like pods, deployments, services, and ingress. Finally, it demonstrates deploying microservices locally using Minikube to simulate a Kubernetes cluster on a single node.
YouTube Link: https://youtu.be/DbCvs-60ytM
** Certified Scrum Master Training: https://www.edureka.co/certified-scrum-master-certification-training **
This Edureka PPT on "What is Scrum" will give you a brief and crisp introduction to Scrum - an Agile Project Management Framework. You will get an overview of the principles and practices that make Scrum effective at managing projects. The topics discussed in this scrum tutorial are listed below:
Agile Methodology
What is Scrum
History of Scrum
Scrum Roles
Scrum Artifacts
How Scrum Works?
Scrum Board
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
From Measurement to Insight: Putting DevOps Metrics To WorkDevOps.com
The document discusses selecting metrics for DevOps processes. It outlines key metrics to measure for different stages including development, testing, deployment, release and operations. Examples of metrics include deployment frequency, lead time, change fail rate, and mean time to recovery. The document provides recommendations on where to start measuring for each stage and resources for further information on DevOps metrics.
Kanban vs Scrum: What's the difference, and which should you use?Arun Kumar
Originally presented at the 207 Lean Transformation Conference, this presentation provides a practical introduction to Scrum, particularly for public sector employees, and guides you to deciding whether Kanban or Scrum will work best for your teams and projects.
This document provides an overview of different software development processes including the waterfall model, iterative model, Rational Unified Process (RUP), and Agile Development Process (ADP). It describes the key aspects of each process including phases, roles, artifacts, and ceremonies. Specifically, it provides detailed explanations of Scrum, an agile methodology, including Scrum roles like Product Owner and Scrum Master, ceremonies like the Daily Scrum, and artifacts like the Product Backlog and Sprint Backlog. The document concludes with references for further information.
Kubernetes Failure Stories - KubeCon Europe BarcelonaHenning Jacobs
Talk given on 2019-05-21 at KubeCon Barcelona: https://kccnceu19.sched.com/event/MPcM/kubernetes-failure-stories-and-how-to-crash-your-clusters-henning-jacobs-zalando-se
Bootstrapping a Kubernetes cluster is easy, rolling it out to nearly 200 engineering teams and operating it at scale is a challenge. In this talk, we are presenting our approach to Kubernetes provisioning on AWS, operations and developer experience for our growing Zalando developer base. We will walk you through our horror stories of operating 100+ clusters and share the insights we gained from incidents, failures, user reports and general observations. Our failure stories will be sourced from recent and past incidents, so the talk will be up-to-date with our latest experiences.
Most of our learnings apply to other Kubernetes infrastructures (EKS, GKE, ..) as well. This talk strives to reduce the audience's unknown unknowns about running Kubernetes in production.
The document discusses the importance of resilience testing systems and applications. It notes that demands on systems have increased with expectations of higher uptime. Resilience testing involves performing load testing, introducing failures, and monitoring systems to analyze how well they can withstand disruptions and recover. The document provides an overview of resilience testing techniques and recommends starting with brainstorming potential failures, implementing resilience patterns, and testing a sample application setup.
This document provides an overview of agile software development. It discusses the differences between the waterfall model and agile approaches. The key principles of agile include prioritizing individuals and interactions, working software, customer collaboration, and responding to change. An example agile process used by Elsevier is described, involving roles like product owners, business analysts, developers, and quality analysts. Extreme programming is mentioned as an agile method that focuses on user stories, small releases, pair programming, unit testing, and simplicity.
Come funziona Scrum? Quali sono i suoi mattoni base? Questa presentazione è il primo tassello della collana divulgativa di Agile Reloaded su Agile e Lean Software Development. Lasciate i vostri commenti, li utilizzeremo per il cartone animato!
This is a talk I gave at PLoP 2017 - http://www.hillside.net/plop/2017/index.php?nav=program
The microservice architecture is growing in popularity. It is an architectural style that structures an application as a set of loosely coupled services that are organized around business capabilities. Its goal is to enable the continuous delivery of large, complex applications. However, the microservice architecture is not a silver bullet and it has some significant drawbacks.
The goal of the microservices pattern language is to enable software developers to apply the microservice architecture effectively. It is a collection of patterns that solve architecture, design, development and operational problems. In this talk, I’ll provide an overview of the microservice architecture and describe the motivations for the pattern language. You will learn about the key patterns in the pattern language.
Resilience4j is an easy-to-use fault tolerance library inspired by
Netflix Hystrix, but designed for Java 8 and functional programming.
Resilience4j is a lightweight fault tolerance library inspired by Netflix Hystrix, but designed for Java 8 and functional programming.
Micronaut is a modern Java framework for building modular, testable applications. It supports Java, Kotlin, and Groovy, and offers fast startup times and low memory usage. The presentation will demonstrate using Micronaut with Hibernate JPA for object-relational mapping and H2, an in-memory Java database, for data storage. Attendees will see a demo and have an opportunity to ask questions.
The document provides an overview of Agile and Lean concepts, frameworks, and methodologies for software development such as Scrum, Kanban, and Lean, describing how they aim to optimize processes, eliminate waste, and deliver value through iterative and incremental practices like limiting work in progress and prioritizing backlogs. It also details the Scrum framework, including ceremonies like planning, daily standups, reviews and retrospectives, as well as roles of the product owner, scrum master and team.
This document describes the design and implementation of a VLAN network for a university campus. It begins with introductions to LANs and VLANs, including definitions, types, and benefits. It then details the specific VLAN implementation for the university, including IP addressing, router and switch configurations, and host configurations for different VLANs. The network was designed and implemented using Cisco switches and routers in Packet Tracer to segment the network into VLANs for different departments on campus.
Introduction to Microservices Patterns. In these slides we explore microservices vs monolith apis. We try to identify the challenges of moving to microservices ecosystem and try to analyze possible solutions for data consistency, inter-communication, event driven and distributed transactions.
In this slide deck, I first describe what resilience is, what it is about, why it is important and how it is different from traditional stability approaches.
After that introductory part the main part is a "small" pattern language which is organized around isolation, the typical starting point of resilient software design. I used quotation marks for "small" as even this subset of a complete resilience pattern language still consists of around 20 patterns.
All the patterns are briefly described and for some of the patterns I added a bit of detail, but as this is a slide deck, the voice track - as usual - is missing. Also this pattern language is still sort of work in progress, i.e., it has not yet settled and some details are still missing. Yet I think (or at least hope), that the slides might contain a few useful insights for you.
The document provides information on Agile vs Waterfall methodologies for software development. It describes Agile as an iterative approach that values individuals, interactions, working software and responding to change over processes, tools, documentation and following a plan. Waterfall is described as a linear sequential process where each phase must be completed before the next can begin. The document outlines the phases and characteristics of both approaches and discusses their pros and cons for different project types.
Scrum is an agile framework that focuses on rapid delivery of working software in short cycles called sprints. It consists of self-organizing cross-functional teams, regular sprints with daily stand-ups, and artifacts like a product backlog, sprint backlog, and burn-down charts. The product owner prioritizes the backlog, the scrum master facilitates the process, and teams work to complete items in sprints usually 2-4 weeks long. Scrum enables rapid, flexible response to change through inspection and adaptation at the end of each sprint.
Wars of MySQL Cluster ( InnoDB Cluster VS Galera ) Mydbops
MySQL Clustering over InnoDB engines has grown a lot over the last decade. Galera began working with InnoDB early and then Group Replication came to the environment later, where the features are now rich and robust. This presentation offers a technical comparison of both of them.
Scrum vs Kanban | What are the differences between Scrum and Kanban | EdurekaEdureka!
YouTube Link: https://youtu.be/GLFuzBiy18o
** Certified Scrum Master Training: https://www.edureka.co/certified-scrum-master-certification-training **
This Edureka PPT on "Scrum vs Kanban" tell you about both of the said AGILE-based Frameworks. You will get an overview of the principles and practices of Scrum and Kanban and how they are similar to and different from each other.
What is Scrum?
What is Kanban?
How are they similar?
How are they different?
Scrum vs Kanban
Which one should you choose?
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
This document provides an overview of microservices and various methodologies for deploying microservices. It begins with an introduction comparing monolithic and microservice architectures. Next, it discusses considerations for microservice design like scalability and complexity. It then covers challenges of deploying microservices like monitoring and scaling. The document proceeds to introduce Kubernetes as a container orchestration tool for deploying microservices. It includes descriptions of various Kubernetes components like pods, deployments, services, and ingress. Finally, it demonstrates deploying microservices locally using Minikube to simulate a Kubernetes cluster on a single node.
YouTube Link: https://youtu.be/DbCvs-60ytM
** Certified Scrum Master Training: https://www.edureka.co/certified-scrum-master-certification-training **
This Edureka PPT on "What is Scrum" will give you a brief and crisp introduction to Scrum - an Agile Project Management Framework. You will get an overview of the principles and practices that make Scrum effective at managing projects. The topics discussed in this scrum tutorial are listed below:
Agile Methodology
What is Scrum
History of Scrum
Scrum Roles
Scrum Artifacts
How Scrum Works?
Scrum Board
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
From Measurement to Insight: Putting DevOps Metrics To WorkDevOps.com
The document discusses selecting metrics for DevOps processes. It outlines key metrics to measure for different stages including development, testing, deployment, release and operations. Examples of metrics include deployment frequency, lead time, change fail rate, and mean time to recovery. The document provides recommendations on where to start measuring for each stage and resources for further information on DevOps metrics.
Kanban vs Scrum: What's the difference, and which should you use?Arun Kumar
Originally presented at the 207 Lean Transformation Conference, this presentation provides a practical introduction to Scrum, particularly for public sector employees, and guides you to deciding whether Kanban or Scrum will work best for your teams and projects.
This document provides an overview of different software development processes including the waterfall model, iterative model, Rational Unified Process (RUP), and Agile Development Process (ADP). It describes the key aspects of each process including phases, roles, artifacts, and ceremonies. Specifically, it provides detailed explanations of Scrum, an agile methodology, including Scrum roles like Product Owner and Scrum Master, ceremonies like the Daily Scrum, and artifacts like the Product Backlog and Sprint Backlog. The document concludes with references for further information.
Kubernetes Failure Stories - KubeCon Europe BarcelonaHenning Jacobs
Talk given on 2019-05-21 at KubeCon Barcelona: https://kccnceu19.sched.com/event/MPcM/kubernetes-failure-stories-and-how-to-crash-your-clusters-henning-jacobs-zalando-se
Bootstrapping a Kubernetes cluster is easy, rolling it out to nearly 200 engineering teams and operating it at scale is a challenge. In this talk, we are presenting our approach to Kubernetes provisioning on AWS, operations and developer experience for our growing Zalando developer base. We will walk you through our horror stories of operating 100+ clusters and share the insights we gained from incidents, failures, user reports and general observations. Our failure stories will be sourced from recent and past incidents, so the talk will be up-to-date with our latest experiences.
Most of our learnings apply to other Kubernetes infrastructures (EKS, GKE, ..) as well. This talk strives to reduce the audience's unknown unknowns about running Kubernetes in production.
The document discusses the importance of resilience testing systems and applications. It notes that demands on systems have increased with expectations of higher uptime. Resilience testing involves performing load testing, introducing failures, and monitoring systems to analyze how well they can withstand disruptions and recover. The document provides an overview of resilience testing techniques and recommends starting with brainstorming potential failures, implementing resilience patterns, and testing a sample application setup.
This document provides an overview of agile software development. It discusses the differences between the waterfall model and agile approaches. The key principles of agile include prioritizing individuals and interactions, working software, customer collaboration, and responding to change. An example agile process used by Elsevier is described, involving roles like product owners, business analysts, developers, and quality analysts. Extreme programming is mentioned as an agile method that focuses on user stories, small releases, pair programming, unit testing, and simplicity.
Come funziona Scrum? Quali sono i suoi mattoni base? Questa presentazione è il primo tassello della collana divulgativa di Agile Reloaded su Agile e Lean Software Development. Lasciate i vostri commenti, li utilizzeremo per il cartone animato!
This is a talk I gave at PLoP 2017 - http://www.hillside.net/plop/2017/index.php?nav=program
The microservice architecture is growing in popularity. It is an architectural style that structures an application as a set of loosely coupled services that are organized around business capabilities. Its goal is to enable the continuous delivery of large, complex applications. However, the microservice architecture is not a silver bullet and it has some significant drawbacks.
The goal of the microservices pattern language is to enable software developers to apply the microservice architecture effectively. It is a collection of patterns that solve architecture, design, development and operational problems. In this talk, I’ll provide an overview of the microservice architecture and describe the motivations for the pattern language. You will learn about the key patterns in the pattern language.
Resilience4j is an easy-to-use fault tolerance library inspired by
Netflix Hystrix, but designed for Java 8 and functional programming.
Resilience4j is a lightweight fault tolerance library inspired by Netflix Hystrix, but designed for Java 8 and functional programming.
Micronaut is a modern Java framework for building modular, testable applications. It supports Java, Kotlin, and Groovy, and offers fast startup times and low memory usage. The presentation will demonstrate using Micronaut with Hibernate JPA for object-relational mapping and H2, an in-memory Java database, for data storage. Attendees will see a demo and have an opportunity to ask questions.
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.
This document discusses the Circuit Breaker module in Resilience4j. It describes that a circuit breaker prevents cascading failures by allowing a system to gracefully handle unavailable or slow services. It has three states: closed, open, and half-open. In the closed state, requests proceed normally until failures exceed a threshold, triggering the open state where calls fail fast. In half-open, the first call is attempted and the state changes based on its success or failure.
These are the slides from my 4Developers 2017 talk. You can find the recording here: https://www.youtube.com/watch?v=pU0VRMqM5vs. All my other talks can be found here: https://train-it.eu/resources.
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That talk will present the C++ world seen from Low Latency domain. The world where no dynamic allocations are welcomed, C++ exceptions are nearly not used, where STL containers are often not enough, and where developers often need to go deep down to assembly level to verify if the code really does its best.
Munander Maan presented an introduction to gRPC, a modern, fast and efficient open-source framework developed by Google. The presentation covered what gRPC is, how it works internally using Protocol Buffers, its advantages over REST APIs, how it achieves scalability, and different types of APIs that can be built with gRPC. The agenda included deep dives into gRPC internals, comparisons with REST, scalability, and API types.
CircleCI is the continuous integration & delivery platform that helps the development teams to release code rapidly and automate the build, test, and deploy. We will take a look at the different terminologies related to CircleCI and see how we can create a pipeline as a code using it.
In this session, we will look at what is IAC, what problem it solves, and why we should test it. We will take a look at a tool called Terratest which helps us do that. We will learn how it works and see a hands-on demo.
Core Service with Dapr Presentation.pptxKnoldus Inc.
Core Service with Dapr utilizes the open-source Dapr framework for simplified development of microservices-based applications. Dapr provides essential building blocks for resilient and scalable distributed systems, including state management and messaging.
Building and Monitoring Services at LithiumPaul Cichonski
Paul Cichonski's presentation from SF CloudOps Meetup on building and monitoring fault tolerant systems. (http://www.meetup.com/CloudOps/events/159397622/)
OpenShift is Red Hat's leading Kubernetes platform that provides a consistent cloud-like experience for building, deploying, and running applications anywhere. It offers scalability, flexibility, automated operations, and enhanced developer experience through features like CI/CD, operators, and service mesh. The presentation demonstrated OpenShift's platform architecture and core Kubernetes components integrated with additional capabilities like backup/recovery and multi-cluster management.
This document provides an overview of building cloud-ready applications in .NET. It defines what makes an application cloud-ready, discusses common issues with legacy applications, and recommends design patterns and practices to address these issues, including loose coupling, high cohesion, messaging, service discovery, API gateways, and resiliency policies. It includes code examples and links to additional resources.
Kuldeepak Gupta will present an introduction to Scala 3.0. The presentation agenda includes an introduction to Scala 3.0, control structures, type system improvements, new types, and extension methods. Scala 3.0 is a remodel/refit of the Scala language that is a scalable, statically typed general-purpose programming language that supports both object-oriented and functional programming. Attendees are asked to arrive on time, submit feedback, silence devices, and avoid unnecessary chatting during the presentation.
Communication between Microservices is inherently unreliable. These integration points may produce cascading failures, slow responses, service outages. We will walk through stability patterns like timeouts, circuit breaker, bulkheads and discuss how they improve stability of Microservices.
Presentation to describe about Circuit Breakers, where to apply, how and examples. Using the Netflix Hystrix and Spring Retry to demonstrate how and examples available on Github.
https://github.com/BHRother/spring-hystrix-example
https://github.com/BHRother/spring-circuit-breaker-example
Testing real-time Linux. What to test and how Chirag Jog
The document discusses testing of the real-time Linux kernel. It explains that real-time kernel testing focuses on functionality, performance, and latency. Key aspects to test include signal delivery latency, scheduling jitter, and context switch duration. Proper hardware setup and kernel configuration are important. Test cases should run as real-time processes and avoid page faults, disk I/O, and other sources of unpredictable latency when measuring real-time performance.
State Management with NGXS in Angular.pptxKnoldus Inc.
NGXS is a state management pattern and library for Angular. NGXS acts as a single source of truth for your application's state - providing simple rules for predictable state mutations. In this session we will go through the main for components of NGXS -Store, Actions, State, and Select.
Terratest - Automation testing of infrastructureKnoldus Inc.
TerraTest is a testing framework specifically designed for testing infrastructure code written with HashiCorp's Terraform. It helps validate that your Terraform configurations create the desired infrastructure, and it can be used for both unit testing and integration testing.
Getting Started with Apache Spark (Scala)Knoldus Inc.
In this session, we are going to cover Apache Spark, the architecture of Apache Spark, Data Lineage, Direct Acyclic Graph(DAG), and many more concepts. Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
Secure practices with dot net services.pptxKnoldus Inc.
Securing .NET services is paramount for protecting applications and data. Employing encryption, strong authentication, and adherence to best coding practices ensures resilience against potential threats, enhancing overall cybersecurity posture.
Distributed Cache with dot microservicesKnoldus Inc.
A distributed cache is a cache shared by multiple app servers, typically maintained as an external service to the app servers that access it. A distributed cache can improve the performance and scalability of an ASP.NET Core app, especially when the app is hosted by a cloud service or a server farm. Here we will look into implementation of Distributed Caching Strategy with Redis in Microservices Architecture focusing on cache synchronization, eviction policies, and cache consistency.
Introduction to gRPC Presentation (Java)Knoldus Inc.
gRPC, which stands for Remote Procedure Call, is an open-source framework developed by Google. It is designed for building efficient and scalable distributed systems. gRPC enables communication between client and server applications by defining a set of services and message types using Protocol Buffers (protobuf) as the interface definition language. gRPC provides a way for applications to call methods on a remote server as if they were local procedures, making it a powerful tool for building distributed and microservices-based architectures.
Using InfluxDB for real-time monitoring in JmeterKnoldus Inc.
Explore the integration of InfluxDB with JMeter for real-time performance monitoring. This session will cover setting up InfluxDB to capture JMeter metrics, configuring JMeter to send data to InfluxDB, and visualizing the results using Grafana. Learn how to leverage this powerful combination to gain real-time insights into your application's performance, enabling proactive issue detection and faster resolution.
Intoduction to KubeVela Presentation (DevOps)Knoldus Inc.
KubeVela is an open-source platform for modern application delivery and operation on Kubernetes. It is designed to simplify the deployment and management of applications in a Kubernetes environment. KubeVela is a modern software delivery platform that makes deploying and operating applications across today's hybrid, multi-cloud environments easier, faster and more reliable. KubeVela is infrastructure agnostic, programmable, yet most importantly, application-centric. It allows you to build powerful software, and deliver them anywhere!
Stakeholder Management (Project Management) PresentationKnoldus Inc.
A stakeholder is someone who has an interest in or who is affected by your project and its outcome. This may include both internal and external entities such as the members of the project team, project sponsors, executives, customers, suppliers, partners and the government. Stakeholder management is the process of managing the expectations and the requirements of these stakeholders.
Introduction To Kaniko (DevOps) PresentationKnoldus Inc.
Kaniko is an open-source tool developed by Google that enables building container images from a Dockerfile inside a Kubernetes cluster without requiring a Docker daemon. Kaniko executes each command in the Dockerfile in the user space using an executor image, which runs inside a container, such as a Kubernetes pod. This allows building container images in environments where the user doesn’t have root access, like a Kubernetes cluster.
Efficient Test Environments with Infrastructure as Code (IaC)Knoldus Inc.
In the rapidly evolving landscape of software development, the need for efficient and scalable test environments has become more critical than ever. This session, "Streamlining Development: Unlocking Efficiency through Infrastructure as Code (IaC) in Test Environments," is designed to provide an in-depth exploration of how leveraging IaC can revolutionize your testing processes and enhance overall development productivity.
Exploring Terramate DevOps (Presentation)Knoldus Inc.
Terramate is a code generator and orchestrator for Terraform that enhances Terraform's capabilities by adding features such as code generation, stacks, orchestration, change detection, globals, and more . It's primarily designed to help manage Terraform code at scale more efficiently . Terramate is particularly useful for managing multiple Terraform stacks, providing support for change detection and code generation 2. It allows you to create relationships between stacks to improve your understanding and control over your infrastructure . One of the key features of Terramate is its ability to detect changes at both the stack and module level. This capability allows you to identify which stacks and resources have been altered and selectively determine where you should execute commands.
Clean Code in Test Automation Differentiating Between the Good and the BadKnoldus Inc.
This session focuses on the principles of writing clean, maintainable, and efficient code in the context of test automation. The session will highlight the characteristics that distinguish good test automation code from bad, ultimately leading to more reliable and scalable testing frameworks.
Integrating AI Capabilities in Test AutomationKnoldus Inc.
Explore the integration of artificial intelligence in test automation. Understand how AI can enhance test planning, execution, and analysis, leading to more efficient and reliable testing processes. Explore the cutting-edge integration of Artificial Intelligence (AI) capabilities in Test Automation, a transformative approach shaping the future of software testing. This session will delve into practical applications, benefits, and considerations associated with infusing AI into test automation workflows.
Authentication in Svelte using cookies.pptxKnoldus Inc.
Svelte streamlines authentication with cookies, offering a secure and seamless user experience. Effortlessly manage sessions by storing tokens in cookies, ensuring persistent logins. With Svelte's simplicity, implement robust authentication mechanisms, enhancing user security and interaction.
OAuth2 Implementation Presentation (Java)Knoldus Inc.
The OAuth 2.0 authorization framework is a protocol that allows a user to grant a third-party web site or application access to the user's protected resources, without necessarily revealing their long-term credentials or even their identity. It is commonly used in scenarios such as user authentication in web and mobile applications and enables a more secure and user-friendly authorization process.
Supply chain security with Kubeclarity.pptxKnoldus Inc.
Kube clarity is a comprehensive solution designed to enhance supply chain security within Kubernetes environments. Kube clarity enables organizations to identify and mitigate potential security threats throughout the software development and deployment process.
Mastering Web Scraping with JSoup Unlocking the Secrets of HTML ParsingKnoldus Inc.
In this session, we will delve into the world of web scraping with JSoup, an open-source Java library. Here we are going to learn how to parse HTML effectively, extract meaningful data, and navigate the Document Object Model (DOM) for powerful web scraping capabilities.
Akka gRPC Essentials A Hands-On IntroductionKnoldus Inc.
Dive into the fundamental aspects of Akka gRPC and learn to leverage its power in building compact and efficient distributed systems. This session aims to equip attendees with the essential skills and knowledge to leverage Akka and gRPC effectively in building robust, scalable, and distributed applications.
Entity Core with Core Microservices.pptxKnoldus Inc.
How Developers can use Entity framework(ORM) which provides a structured and consistent way for microservices to interact with their respective database, prompting independence, scaliblity and maintainiblity in a distributed system, and also provide a high-level abstraction for data access.
Introduction to Redis and its features.pptxKnoldus Inc.
Join us for an interactive session where we'll cover the fundamentals of Redis, practical use cases, and best practices for incorporating Redis into your projects. Whether you're a developer, architect, or system administrator, this session will equip you with the knowledge to harness the full potential of Redis for your applications. Get ready to elevate your understanding of in-memory data storage and revolutionize the way you handle data in your projects with Redis
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
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.
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:
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
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
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.
2. Lack of etiquette and manners is a huge turn off.
KnolX Etiquettes
Punctuality
Join the session 5 minutes prior
to the session start time. We
start on time and conclude on
time!
Feedback
Make sure to submit a
constructive feedback for all
sessions as it is very helpful for
the presenter.
Silent Mode
Keep your mobile devices in
silent mode, feel free to move
out of session in case you need
to attend an urgent call.
Avoid Disturbance
Avoid unwanted chit chat during
the session.
4. 4
Netflix Hystrix
Hystrix is the fault tolerance library designed by Netflix to isolate points of access to
remote systems. Hystrix enables the resilience in complex distributed systems where
failure is inevitable.
What we need to know before using Resilience4j??
6. 6
Resilence4j
Resilience4j is an alternative lightweight fault-tolerant library inspired from Netflix Hystrix
and designed for java 8 and functional programming. It is built on top of functional
language extension to java 8, which does not have any other external library
dependencies.
Let’s understand, Modules of Resilience4J?
11. Rate Limiter Pattern
Rate limiter pattern helps us to make services highly
available just by limiting the number of calls we could
process in a specific window.
Rate limiting specified in terms of
1. Requests per second(rpc)
2. Requests per minute(rpm)
3. Requests per hour(rph)
13. Time Limiter
1. Setting a limit on the amount of time we are willing to wait for an
operation to complete is called time limiting.
2. If the operation does not complete within the time specified, we
want to notified about it with a timeout error.
14. Resilience4j Time Limiter
Resilience4j’s TimeLimiter can be used to set limits (timeouts) on
asynchronoums operations implemented with completeble Feature.
Configuration
timeoutDuration:2s
cancelRunningFuture:true
15. BulkHead Pattern
The BulkHead Pattern is a type of application design that is
tolerant of failure. In a bulkhead architecture, elements of an
application isolated into pools so that if one fails, the other will
continue of function.
BulkHead Implementation framework
1. Hystrix
2. Resilience4J
16. When to use BulkHead Pattern
1. Apply the bulkhead pattern whenever you want to scale a service independent of
other services.
2. Isolate resources used to consume a set of backed services, especially if the
application can provide some level of functionality even when one of the service is
not responding.
3. Apply the bulkhead pattern to fault isolate components of varying risk or
availability requirements.
4. Protect the application from cascading failure.