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The Reactive Manifesto
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Reza Samei
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My new Talk about Reactive Manifesto at Tehran-LUG / June 2015
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En vedette
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Our software needs to become reactive, this realization is widely understood: we need to consider responsiveness, maintainability, elasticity and scalability from the outset. Not all systems need to implement all these to the same degree, specific project requirements will determine where effort is most wisely spent, but in the vast majority of cases the need to go reactive will demand that we design our applications differently. In this presentation we explore several architecture elements that are commonly found in reactive systems (like the circuit breaker, various replication techniques, or flow control protocols). These patterns are language agnostic and also independent of the abundant choice of reactive programming frameworks and libraries, they are well-specified starting points for exploring the design space of a concrete problem: thinking is strictly required!
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It is widely understood that our software needs to become reactive; we need to consider responsiveness, maintainability, elasticity and scalability from the outset. Not all systems need to implement all these to the same degree, as specific project requirements will determine where effort is most wisely spent. But, in the vast majority of cases, the need to go reactive will demand that we design our applications differently. In this presentation Dr. Roland Kuhn will explore several architecture elements that are commonly found in reactive systems, like the circuit breaker, various replication techniques, and flow control protocols. These patterns are language agnostic and also independent of the abundant choice of reactive programming frameworks and libraries. They are well-specified starting points for exploring the design space of a concrete problem: thinking is strictly required! This webinar is based off of Dr. Kuhn’s session, Reactive Design Sessions, presented at WJAX and Code Mesh.
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We had the great pleasure of hosting a talk by Dr. Roland Kuhn: leader of Typesafe’s Akka project, and coauthor of the book Reactive Design Patterns and the Reactive Manifesto. For a standing-room-only crowd, Roland highlighted the importance of making reactive software: of considering responsiveness, maintainability, elasticity and scalability from the outset of development. He explored several architecture elements that are commonly found in reactive systems, such as the circuit breaker, various replication techniques, and flow control protocols. These patterns are language-agnostic and also independent of the abundant choice of reactive programming frameworks and libraries. Check out his slides!
Reactive Design Patterns: a talk by Typesafe's Dr. Roland Kuhn
Reactive Design Patterns: a talk by Typesafe's Dr. Roland Kuhn
Zalando Technology
The demands and expectations for applications have changed dramatically in recent years. Applications today are deployed on a wide range of infrastructure; from mobile devices up to thousands of nodes running in the cloud—all powered by multi-core processors. They need to be rich and collaborative, have a real-time feel with millisecond response time and should never stop running. Additionally, modern applications are a mashup of external services that need to be consumed and composed to provide the features at hand. We are seeing a new type of applications emerging to address these new challenges—these are being called Reactive Applications. In this talk we will discuss four key traits of Reactive; Event-Driven, Scalable, Resilient and Responsive—how they impact application design, how they interact, their supporting technologies and techniques, how to think when designing and building them—all to make it easier for you and your team to Go Reactive.
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In this talk we share our experiences developing and deploying a microservices-based application. You will learn about the distributed data management challenges that arise in a microservices architecture. We will describe how we solved them using event sourcing to reliably publish events that drive eventually consistent workflows and pdate CQRS-based views. You will also learn how we build and deploy the application using a Jenkins-based deployment pipeline that creates Docker images that run on Amazon EC2.
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En vedette
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Reactive Design Patterns: a talk by Typesafe's Dr. Roland Kuhn
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Similaire à The Reactive Manifesto
EDA is more than just a trend; it is a powerful approach shaping the future of software development.
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A methodology for building SaaS Applications.
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Rapid Application Developement Model in Software Engineering Models
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Rad
AHMADJUNAIDTARIQ
Practical Tips for Ops: End User Monitoring Watch replay here: https://info.dynatrace.com/apm_wc_devops_journey_series_end_user_monitoring_na_registration.html Companies that have adopted DevOps Best Practices have 2555x faster lead times* in delivering new features to their end users. However, speed of delivery is not the only success metric! Success must also be measured on how end-users react to the speed of innovation. Getting insights into how your end-users react to the changes you deploy allows you to share valuable feedback to the Dev and Biz teams. The teams can then see clearly how their changes impacted end-users and where fine tuning can improve infrastructure performance. In this webcast Andreas Grabner, Chief DevOps Activist, and Brian Chandler, Systems Engineer, share practical tips that IT groups can start to implement quickly. You'll learn: • Best approach for monitoring end-user mobile versus desktop versus tablet versus service end-points • How to evaluate network bandwidth requirements by app, service and feature; to better understand and optimize resource consumption • How to optimize your delivery chain in depth by understanding who is using your app, where, and on what device • Clear view on which features are being used the most, the least, and what kind of behavior can be observed that is useful in tuning performance If you are stuck in analysis paralysis, get insights that you can apply today! *In addition, companies using DevOps are two times more likely to exceed profitability, market share and productivity goals (from the State of DevOps report by Puppet Labs 2016)
Practical Tips for Ops: End User Monitoring
Practical Tips for Ops: End User Monitoring
Dynatrace
The Briefing Room with Analyst Dr. Robin Bloor and SOA Live Webcast on May 6, 2014 Watch the archive: Today’s enterprise relies on a host of services and applications to keep business running like a well-oiled machine. The guiding principles behind the service-oriented architecture (SOA) are supposed to ensure a smooth transition between services, but the motley assortment of applications is leaving some organizations over-burdened with complexity and latency. With the increasingly distributed and data-driven information environment, is it time to consider a new approach? Register for this episode of The Briefing Room to learn from veteran Analyst Dr. Robin Bloor as he explains the hopes and dreams of SOA, and why they were never fully achieved. He’ll be briefed by Jason Bloomberg of EnterpriseWeb who will tout his company’s multi-faceted platform, a solution designed to drive agile and flexible business operations and applications. He will demonstrate how EnterpriseWeb circumvents the limitations of SOA and delivers a data-centric environment that dynamically responds to change in real time. Visit InsideAnlaysis.com for more information.
Dynamic APIs: SOA Done Right
Dynamic APIs: SOA Done Right
Inside Analysis
Continuous Quality: What DevOps Means for QA
Continuous Quality: What DevOps Means for QA
Jeff Sussna
DevOps
DevOps
DevOps
Hakan Yüksel
Because of a gigantic interest in mobile applications, an enormous number of independent companies and new businesses have moved their center programming development worries to mobile application development. There is a consistent inflow of specialty innovation, stages, and systems with regards to building up a mobile application for new organizations. This enables mobile developers to make progressive mobile applications with the likes of Flutter development and React Native development.
According to business perspective which one is good flutter or react native
According to business perspective which one is good flutter or react native
MoonTechnolabsPvtLtd
Lecture Notes on Software Engineering
Lecture1422914635
Lecture1422914635
Толкын Миргаликызы
Transcript of a discussion on an open-source project, Hypertrace, and how it helps designers, builders, and testers of modern APIs gain visibility across their internal and third-party services.
How FinTech Innovator Razorpay Uses Open-Source Tracing And Observability to ...
How FinTech Innovator Razorpay Uses Open-Source Tracing And Observability to ...
Dana Gardner
Myself Seenuvasan Velmurugan, Im pursuing Computer science and engineering I had shared my college pptx named as "Importance of software engineering" for your reference and knowlege ,Happy learning, Thank you!
Importance of software engineering
Importance of software engineering
SRM Easwari engineering college, Ramapuram, Chennai
Quality Attributes of Web Software Quality Attributes of Web Software Quality Attributes of Web Software Quality Attributes of Web Software
Quality Attributes of Web Software
Quality Attributes of Web Software
hasnainqayyum1
React Native has a reusable component-specific structure. So, the developers do not need to write code for these components from scratch. Comparatively, hybrid apps have a WebView component that is getting outdated gradually. Also, React Native offers a host of amazing third-party libraries with pragmatic interfaces and flexible customization options.
Why React Native Apps Outperform Hybrid Apps: Advantages and Benefits
Why React Native Apps Outperform Hybrid Apps: Advantages and Benefits
Techugo
Micro frontend ngstockholm#8@netent A brief about, How we are de-coupling Add-on features from the main application that makes the developer's life easy.
ngStockholm #8 at NetEnt - Micro Frontend Architecture
ngStockholm #8 at NetEnt - Micro Frontend Architecture
Ishaan Puniani
11 Questions to ask before embarking on your next business application project. **Download report: Gartner 2015 Magic Quadrant for Enterprise Application Platform as a Service (aPaaS) Download this report to better understand the aPaaS landscape and how the right platform can accelerate your software delivery cadence and capacity. http://ww2.mendix.com/gartner-magic-quadrant-q1-2015.html Twitter: https://twitter.com/Mendix LinkedIn: https://www.linkedin.com/company/mendix
11 Steps to Tune Your Enterprise App Machine
11 Steps to Tune Your Enterprise App Machine
Mendix
DevOps_Automation White Paper
DevOps_Automation White Paper
Toby Thorslund
This document focuses on understanding of SOA and OSB for starters who are going to work on middleware technologies and what all things they should know before starting work on Oracle service bus and service oriented architecture.
Understanding the basic need of Service Oriented Architecture and getting sta...
Understanding the basic need of Service Oriented Architecture and getting sta...
Shantanu Thakre
Similaire à The Reactive Manifesto
(20)
Architecting the Future - Event-Driven Paradigms in Software Development.pdf
Architecting the Future - Event-Driven Paradigms in Software Development.pdf
Web Engineering
Web Engineering
Platforms and Microservices - Is There a Middle Ground for Engineers and Tech...
Platforms and Microservices - Is There a Middle Ground for Engineers and Tech...
12-Factor App
12-Factor App
C0371019027
C0371019027
Rad
Rad
Practical Tips for Ops: End User Monitoring
Practical Tips for Ops: End User Monitoring
Dynamic APIs: SOA Done Right
Dynamic APIs: SOA Done Right
Continuous Quality: What DevOps Means for QA
Continuous Quality: What DevOps Means for QA
DevOps
DevOps
According to business perspective which one is good flutter or react native
According to business perspective which one is good flutter or react native
Lecture1422914635
Lecture1422914635
How FinTech Innovator Razorpay Uses Open-Source Tracing And Observability to ...
How FinTech Innovator Razorpay Uses Open-Source Tracing And Observability to ...
Importance of software engineering
Importance of software engineering
Quality Attributes of Web Software
Quality Attributes of Web Software
Why React Native Apps Outperform Hybrid Apps: Advantages and Benefits
Why React Native Apps Outperform Hybrid Apps: Advantages and Benefits
ngStockholm #8 at NetEnt - Micro Frontend Architecture
ngStockholm #8 at NetEnt - Micro Frontend Architecture
11 Steps to Tune Your Enterprise App Machine
11 Steps to Tune Your Enterprise App Machine
DevOps_Automation White Paper
DevOps_Automation White Paper
Understanding the basic need of Service Oriented Architecture and getting sta...
Understanding the basic need of Service Oriented Architecture and getting sta...
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This book is written based on the author's over 10 years of experience in Digital Marketing and IT. It aims to provide readers with insights into the benefits of marketing technology (MarTech), its categories, how to choose the right tools, and a summary of interesting trends in each year
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MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
Jittipong Loespradit
Presented at Devoxx UK 2024.
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
Bert Jan Schrijver
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WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, WebSub, AsyncAPI and More
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with Choreo
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2
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WSO2CON2024 - It's time to go Platformless
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WSO2
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WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2
Guest lecture "Regulating Artificial Intelligence in Canada: Key Challenges and Policy Options" by Dr. Anna Artyushina. York University, May 2024. Topics: understanding different types of AI systems; economic potential of AI applications; privacy issues; human rights violations; existing legislation
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptx
AnnaArtyushina1
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WSO2Con2024 - Enabling Transactional System's Exponential Growth With Simplicity
WSO2Con2024 - Enabling Transactional System's Exponential Growth With Simplicity
WSO2Con2024 - Enabling Transactional System's Exponential Growth With Simplicity
WSO2
This presentation covers the following topics: What is logging? The purpose of logging: Debugging The purpose of logging: Security The purpose of logging: Stats & analytics Traditional logging Traditional logging: Advantages Traditional logging: Disadvantages The solution: Large-scale logging Large-scale logging: Core principles Large-scale logging: Solution types Large-scale logging: Cloud vs on-prem Large-scale logging: Operational complexity Large-scale logging: Security Large-scale logging: Costs Large-scale logging: On-prem comparison - Elasticsearch - Grafana Loki - VictoriaLogs On-prem comparison: Setup and operation On-prem comparison: Costs On-prem comparison: Full-text search support On-prem comparison: How to efficiently query 100TB of logs? On-prem comparison: Integration with CLI tools VictoriaLogs for large-scale logging VictoriaLogs demo instance - Ingestion rate: 3600 messages / minute - The number of log messages: 1.1 billion - Uncompressed log messages’ size: 1.5TB - Compressed log messages’ size: 23GB - Compression ratio: 47x - Memory usage: 150MB VictoriaLogs CLI integration demo - Which errors have occurred in all the apps during the last hour? - How many errors have occurred during the last hour? - Which apps generated the most of errors during the last hour? - The number of per-minute errors for the last 10 minutes - Status codes for the last hour - Non-200 status codes for the last week - Top client IPs for the last 4 weeks with 404 and 500 response status codes - Per-month stats for the given IP across all the logs Large-scale logging solution MUST provide excellent CLI integration VictoriaLogs: (temporary) drawbacks VictoriaLogs: Recap - Easy to setup and operate - The lowest RAM usage and disk space usage (up to 30x less than Elasticsearch and Grafana Loki) - Fast full-text search - Excellent integration with traditional command-line tools for log analysis - Accepts logs from popular log shippers (Filebeat, Fluentbit, Logstash, Vector, Promtail, Grafana Agent) - Open source and free to use!
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
VictoriaMetrics
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WSO2CON 2024 - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaS
WSO2
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MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
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The Reactive Manifesto
1.
The Reactive Manifesto In the name of ALLAH A new term in Software Architecture Reza Same'e By SOFTWARE DEVELOPER @ BISPHONE At 216th TEHLUG Session JUNE 2015 / TIR 1394 < reza.samee@gmail.com >
2.
It's about Systems' Architecture The Reactive Manifesto … It's not about Event Handling, Data Flow or Graph Processing a manifesto that Lead to design Reliable and Scalable Softwares According to New Needs Old needs in Telecom & Embedded Systems And Now in Everything & Everywhere What is? What isn't?
3.
The Reactive Manifesto Advancements in Hardware Multicore CPUs, Variant Devices, IoT, ... Needs ? Internet has Grown Businnes needs Users; And Users: Don't Like “Slow Responses” Hate “Unavailable Services” &
4.
The Reactive Manifesto Traits Responsive React To Users Message Driven Modules / Components Interaction Resilient React To Failures Elastic React To Load Goal PRINCIPLES Method
5.
The Reactive Manifesto Responsive Responsiveness means React to Users / Clients in Timely Manner ~= Soft Realtime As far as they ( USERS ) know, when the response time exceeds their expectation, the system is down. Release It!
6.
The Reactive Manifesto Responsive Release It! A slow response, on the other hand, ties up resources in the calling system and the called system. Out Of Memory TCP Backlog Memory Page Swapping Disk IO Fixed Connection Pool File Descriptor
7.
The Reactive Manifesto Responsive When You Can't Respond in Timely Manner ... == When You Can't Respond in Timely Manner ... Slow Systems aren't Usable Users Don't Like “Slow Responses”
8.
The Reactive Manifesto Responsive A Responsive System Depends On Resilient and Elastic one
9.
The Reactive Manifesto Resilient Resilient ~= Stability A Resilient System React to Failures A resilient system keeps processing transactions, even when there are transient impulses, persistent stresses, or component failures disrupting normal processing. This is what most people mean when they just say stability. Release It!
10.
The Reactive Manifesto Resilient Database Web Service RunTime Exception Outage Deadlock Starvation Out Of Memory Whatever Failure (x_X) Remember Morphy's Law You Can't Test Everything: Integration, Longevity, Concurrency, ...
11.
The Reactive Manifesto Resilient Design For Resiliency In Real World
12.
The Reactive Manifesto Resilient Design For Resiliency In Real World Redundancy ( No Single Point Of Failure ) Supervisor Bulk Heads Delegating Low Coupled Compoenents ?
13.
The Reactive Manifesto Resilient Isolation Over Functionality& Failures + Abstraction Over Availability / Accessibility with Message Driven Architecture Message Driven ?!!
14.
The Reactive Manifesto Elastic Elasticity is about Resources Resources are Constraint Then It's Good to Share N Resources * ( on single machine or multiple machines ) Between M Applications * : CPU Cores, Memory, VMs, etc.
15.
The Reactive Manifesto Elastic In other word Elasticity means Scalability * Scala Up / Out for Responding to USERS Scale Down / In for Save COST An Elastic System can allocate /deallocate resources for every individual component * dynamically to match on demands. *: Scalability Needs Load Balancing *: Need To Decoupled Component
16.
The Reactive Manifesto Elastic Scalability Haiku : Avoid all shared resources, But if you can not, Try to batch, and never block. ( Benjamin Hindman – React 2014 – San Francisco ) And also Abstraction : Thread vs. Task Locking vs. Hiding & Proxying
17.
The Reactive Manifesto Elastic Do Isolation and Abstraction Over Resources and State with Message Driven Architecture
18.
The Reactive Manifesto Message Driven I'm sorry that I long ago coined the term "objects" for this topic because it gets many people to focus on the lesser idea. The big idea is "Messaging" * Alan Kay * http://lists.squeakfoundation.org/pipermail/squeak-dev/1998-October/017019.html Objects are Good for Construct Modules; But let Modules Interact with Messages me
19.
The Reactive Manifesto Message Driven Messaging, The Big Idea vs. Lockfree NonBlocking Share nothing Location Transparency Fault Tolerance Scalable Better Throughput
20.
The Reactive Manifesto Message Driven module: microservice, actor, ...
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The Reactive Manifesto Message Driven Messaging Approaches: SOA with Brokers ( With Any Language & Any Message Broker ) Actor Model with Akka & Erlang And Other Ways: CSP with Clojure's core.async & Go's routines Event Looping with Vert.x & Node.JS
22.
The Reactive Manifesto Summary By Isolation Over Resources / State / Behavior we can achieve Resiliency and Elasticity for Better Throughput and Avg Latency Your Quality of life after release 1.0 depends on choices you make long before that vital milestone. Release It!
23.
The Reactive Manifesto GoodBy (^_^) Any Question? Thanks Reza Same'e Software Developer ( these days I use Scala ) Experienced in Web & Reactive reza.samee@gmail.com twitter.com/reza_samee samee.blog.ir
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