SlideShare a Scribd company logo
1 of 58
Download to read offline
Revitalizing Aging Architectures with
Microservices
Kevin Webber (@kvnwbbr)
Enterprise Advocate
Typesafe
Reactive
Platform
» Play - RESTful API
framework
» Akka - Distributed
computing framework
» Spark - General purpose in-
memory compute engine
» ConductR, Monitoring, and
commercial features
Whyreplatform?
2005architecture
2015architecture
2020architecture
Size ofthe internettoday
Theworld by2020
» 4 billion connected people
» 25+ million apps
» 25+ billion embedded systems
» 40 zettabytes (40 trillion gigabytes)
» 5,200 GB of data for every person on Earth
WalmartCanada
Business Impact
The goal
» ~100% availability ("nine nines")
The goal
» ~100% availability ("nine nines")
» Consistent responsiveness under varying load
conditions
The goal
» ~100% availability ("nine nines")
» Consistent responsiveness under varying load
conditions
» Predictable spikes of traffic, e.g, Black Friday
» Less predictable spikes of traffic, e.g,
marketing campaign driving traffic
The goal
» ~100% availability ("nine nines")
» Consistent responsiveness under varying load
conditions
» Predictable spikes of traffic, e.g, Black Friday
» Less predictable spikes of traffic, e.g,
marketing campaign driving traffic
» Enable LOBs to rapidly adapt to market conditions
ARevitalizedArchitecture
Walmart's Business Uplift
» Conversions up 20%
» Mobile orders up 98%
» No downtime Black Friday or Boxing Day
Walmart's OperationalSavings
» Moved off expensive hardware
» On cheap virtual x86 servers
» 20% - 50% cost savings
» ~ 40% compute cycles
Whereto begin?
Revitalizing Aging Architectures with Microservices
Revitalizing Aging Architectures with Microservices
Revitalizing Aging Architectures with Microservices
Revitalizing Aging Architectures with Microservices
asynchronous, non-blocking, real-time, highly-
available, loosely coupled, scalable, fault-tolerant,
concurrent, reactive, event-driven, push instead of
pull, distributed, low latency, high throughput...
asynchronous, non-blocking, real-time, highly-
available, loosely coupled, scalable, fault-tolerant,
concurrent, reactive, event-driven, push instead of
pull, distributed, low latency, high throughput...
Too complicated. We need a simple vocabulary.
Reactive
A maturity model for modern
distributed systems.
» Responsive
» Resilient
» Elastic
» Message-driven
Why,What, How
Reactive (principles)
» responsive, resilient,
elastic, message-driven
Why,What, How
Reactive (principles)
» responsive, resilient,
elastic, message-driven
Microservices (strategy)
» bounded contexts (DDD),
event sourcing, CQRS,
eventual consistency
Why,What, How
Reactive (principles)
» responsive, resilient,
elastic, message-driven
Microservices (strategy)
» bounded contexts (DDD),
event sourcing, CQRS,
eventual consistency
Tools (implementation)
» Typesafe Reactive Platform
(Play, Akka, Spark)
Heritage system
Future system
Clustered
microservices
» responsive to events, load,
failure, users
» embrace new concepts and
patterns
» cluster computing
» distribution of data
» new patterns like
circuit breakers
Async boundary
Async boundary
Synchronous
Asynchronous
Revitalizing Aging Architectures with Microservices
Revitalizing Aging Architectures with Microservices
Microservices
Ecosystem
plus:
» service registry
» service discovery
» architecture visualization
» security
Play
PlayAnatomy
Stateless
» Session is stored in the
browser cookie
Actions
» User-defined functions that
run in a different context
than the request loop
Playatits core
» Familiar MVC paradigm
» Embraces flows of data
» WebSockets, SSE
» Reactive Streams (experimental in Play 2.4)
» File uploads
» Integration with Akka
» Distribute work via messaging
Akka
Actor model
» Distribution
» Location transparency
» Isolation
Supervision
Typicalerror channel
Dedicated error channel
Validation errors
Clustering
Spark & FastData
Revitalizing Aging Architectures with Microservices
Streams?
» A series of elements over time
» Events, chunks of files
» No beginning, no end
AkkaStreams
» Per-event processing
» Back-pressure
» Not distributed
» Reactive Streams compliant
» Integrate with Spark
Streaming
WhatTypesafe
offers
Typesafe ConductR
ManageTypesafe Reactive Platformapplicationsacrossacluster
Typesafe Monitoring
Knowexactlywhatyour Reactive system is doing
Commercialfeatures
» Akka Split Brain Resolver
» Akka 2.3 Cluster Support for Docker
» Play User Quotas
» Play SOAP
ProjectSuccess Subscription
» Certified build
» Compatibility verifications
» Security alerts
» Binary updates
» Long-term support
» Legal protection
Thankyou!
Visit https://www.typesafe.com/products/typesafe-
reactive-platform to get started
Contactinfo
» Twitter: @kvnwbbr
» Email: kevin.webber@typesafe.com

More Related Content

What's hot

The Reactive Principles: Eight Tenets For Building Cloud Native Applications
The Reactive Principles: Eight Tenets For Building Cloud Native ApplicationsThe Reactive Principles: Eight Tenets For Building Cloud Native Applications
The Reactive Principles: Eight Tenets For Building Cloud Native ApplicationsLightbend
 
Lightbend Training for Scala, Akka, Play Framework and Apache Spark
Lightbend Training for Scala, Akka, Play Framework and Apache SparkLightbend Training for Scala, Akka, Play Framework and Apache Spark
Lightbend Training for Scala, Akka, Play Framework and Apache SparkLightbend
 
Distributed architecture in a cloud native microservices ecosystem
Distributed architecture in a cloud native microservices ecosystemDistributed architecture in a cloud native microservices ecosystem
Distributed architecture in a cloud native microservices ecosystemZhenzhong Xu
 
Digital Transformation with Kubernetes, Containers, and Microservices
Digital Transformation with Kubernetes, Containers, and MicroservicesDigital Transformation with Kubernetes, Containers, and Microservices
Digital Transformation with Kubernetes, Containers, and MicroservicesLightbend
 
How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...
How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...
How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...Lightbend
 
Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...
Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...
Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...Lightbend
 
Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...
Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...
Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...Lightbend
 
Scala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For Scala
Scala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For ScalaScala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For Scala
Scala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For ScalaLightbend
 
What is Reactive programming?
What is Reactive programming?What is Reactive programming?
What is Reactive programming?Kevin Webber
 
Cloudstate - Towards Stateful Serverless
Cloudstate - Towards Stateful ServerlessCloudstate - Towards Stateful Serverless
Cloudstate - Towards Stateful ServerlessLightbend
 
The Road Most Traveled: A Kafka Story | Heikki Nousiainen, Aiven
The Road Most Traveled: A Kafka Story | Heikki Nousiainen, AivenThe Road Most Traveled: A Kafka Story | Heikki Nousiainen, Aiven
The Road Most Traveled: A Kafka Story | Heikki Nousiainen, AivenHostedbyConfluent
 
Going Reactive in the Land of No
Going Reactive in the Land of NoGoing Reactive in the Land of No
Going Reactive in the Land of NoLightbend
 
Journey to the Modern App with Containers, Microservices and Big Data
Journey to the Modern App with Containers, Microservices and Big DataJourney to the Modern App with Containers, Microservices and Big Data
Journey to the Modern App with Containers, Microservices and Big DataLightbend
 
Full Stack Reactive In Practice
Full Stack Reactive In PracticeFull Stack Reactive In Practice
Full Stack Reactive In PracticeLightbend
 
How Netflix does Microservices
How Netflix does Microservices How Netflix does Microservices
How Netflix does Microservices Manuel Correa
 
Building Reactive Fast Data & the Data Lake with Akka, Kafka, Spark
Building Reactive Fast Data & the Data Lake with Akka, Kafka, SparkBuilding Reactive Fast Data & the Data Lake with Akka, Kafka, Spark
Building Reactive Fast Data & the Data Lake with Akka, Kafka, SparkTodd Fritz
 
How to Migrate to Cloud with Complete Confidence and Trust
How to Migrate to Cloud with Complete Confidence and TrustHow to Migrate to Cloud with Complete Confidence and Trust
How to Migrate to Cloud with Complete Confidence and TrustApcera
 
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020HostedbyConfluent
 
20 mins to Faking the DevOps Unicorn by Matt williams, Datadog
20 mins to Faking the DevOps Unicorn by Matt williams, Datadog20 mins to Faking the DevOps Unicorn by Matt williams, Datadog
20 mins to Faking the DevOps Unicorn by Matt williams, DatadogDocker, Inc.
 

What's hot (20)

The Reactive Principles: Eight Tenets For Building Cloud Native Applications
The Reactive Principles: Eight Tenets For Building Cloud Native ApplicationsThe Reactive Principles: Eight Tenets For Building Cloud Native Applications
The Reactive Principles: Eight Tenets For Building Cloud Native Applications
 
Lightbend Training for Scala, Akka, Play Framework and Apache Spark
Lightbend Training for Scala, Akka, Play Framework and Apache SparkLightbend Training for Scala, Akka, Play Framework and Apache Spark
Lightbend Training for Scala, Akka, Play Framework and Apache Spark
 
Distributed architecture in a cloud native microservices ecosystem
Distributed architecture in a cloud native microservices ecosystemDistributed architecture in a cloud native microservices ecosystem
Distributed architecture in a cloud native microservices ecosystem
 
Digital Transformation with Kubernetes, Containers, and Microservices
Digital Transformation with Kubernetes, Containers, and MicroservicesDigital Transformation with Kubernetes, Containers, and Microservices
Digital Transformation with Kubernetes, Containers, and Microservices
 
How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...
How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...
How to build streaming data pipelines with Akka Streams, Flink, and Spark usi...
 
Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...
Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...
Building Streaming And Fast Data Applications With Spark, Mesos, Akka, Cassan...
 
Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...
Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...
Lessons From HPE: From Batch To Streaming For 20 Billion Sensors With Lightbe...
 
Scala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For Scala
Scala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For ScalaScala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For Scala
Scala Security: Eliminate 200+ Code-Level Threats With Fortify SCA For Scala
 
Reactive Design Patterns
Reactive Design PatternsReactive Design Patterns
Reactive Design Patterns
 
What is Reactive programming?
What is Reactive programming?What is Reactive programming?
What is Reactive programming?
 
Cloudstate - Towards Stateful Serverless
Cloudstate - Towards Stateful ServerlessCloudstate - Towards Stateful Serverless
Cloudstate - Towards Stateful Serverless
 
The Road Most Traveled: A Kafka Story | Heikki Nousiainen, Aiven
The Road Most Traveled: A Kafka Story | Heikki Nousiainen, AivenThe Road Most Traveled: A Kafka Story | Heikki Nousiainen, Aiven
The Road Most Traveled: A Kafka Story | Heikki Nousiainen, Aiven
 
Going Reactive in the Land of No
Going Reactive in the Land of NoGoing Reactive in the Land of No
Going Reactive in the Land of No
 
Journey to the Modern App with Containers, Microservices and Big Data
Journey to the Modern App with Containers, Microservices and Big DataJourney to the Modern App with Containers, Microservices and Big Data
Journey to the Modern App with Containers, Microservices and Big Data
 
Full Stack Reactive In Practice
Full Stack Reactive In PracticeFull Stack Reactive In Practice
Full Stack Reactive In Practice
 
How Netflix does Microservices
How Netflix does Microservices How Netflix does Microservices
How Netflix does Microservices
 
Building Reactive Fast Data & the Data Lake with Akka, Kafka, Spark
Building Reactive Fast Data & the Data Lake with Akka, Kafka, SparkBuilding Reactive Fast Data & the Data Lake with Akka, Kafka, Spark
Building Reactive Fast Data & the Data Lake with Akka, Kafka, Spark
 
How to Migrate to Cloud with Complete Confidence and Trust
How to Migrate to Cloud with Complete Confidence and TrustHow to Migrate to Cloud with Complete Confidence and Trust
How to Migrate to Cloud with Complete Confidence and Trust
 
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
 
20 mins to Faking the DevOps Unicorn by Matt williams, Datadog
20 mins to Faking the DevOps Unicorn by Matt williams, Datadog20 mins to Faking the DevOps Unicorn by Matt williams, Datadog
20 mins to Faking the DevOps Unicorn by Matt williams, Datadog
 

Viewers also liked

Big Retail Goes Reactive at Walmart
Big Retail Goes Reactive at WalmartBig Retail Goes Reactive at Walmart
Big Retail Goes Reactive at WalmartNurun
 
Building a Reactive RESTful API with Akka Http & Slick
Building a Reactive RESTful API with Akka Http & SlickBuilding a Reactive RESTful API with Akka Http & Slick
Building a Reactive RESTful API with Akka Http & SlickZalando Technology
 
Integrate your mojo - Unity platform - Research Research ltd
Integrate your mojo - Unity platform - Research Research ltdIntegrate your mojo - Unity platform - Research Research ltd
Integrate your mojo - Unity platform - Research Research ltdaadamishmael
 
Auckland API & Microservices Meetup 1: API led design
Auckland API & Microservices Meetup 1: API led designAuckland API & Microservices Meetup 1: API led design
Auckland API & Microservices Meetup 1: API led designDamian Harvey
 
通信の安全を守るためにエンジニアができること
通信の安全を守るためにエンジニアができること通信の安全を守るためにエンジニアができること
通信の安全を守るためにエンジニアができることKazuaki Fujikura
 
Android Platform Overview - Azercell Barama
Android Platform Overview - Azercell BaramaAndroid Platform Overview - Azercell Barama
Android Platform Overview - Azercell BaramaRamin Orujov
 
Microservices 101: opportunities, dilemmas and problems
Microservices 101: opportunities, dilemmas and problemsMicroservices 101: opportunities, dilemmas and problems
Microservices 101: opportunities, dilemmas and problemsŁukasz Sowa
 
Microservices 101 - The Big Why?
Microservices 101 - The Big Why?Microservices 101 - The Big Why?
Microservices 101 - The Big Why?Yamen Sader
 
Microservices architecture
Microservices architectureMicroservices architecture
Microservices architectureFaren faren
 
Reactive Programming in Spring 5
Reactive Programming in Spring 5Reactive Programming in Spring 5
Reactive Programming in Spring 5poutsma
 
アジャイルメトリクス実践ガイド
アジャイルメトリクス実践ガイドアジャイルメトリクス実践ガイド
アジャイルメトリクス実践ガイドHiroyuki Ito
 
Can Agile Really Change Japan's software development
Can Agile Really Change Japan's software developmentCan Agile Really Change Japan's software development
Can Agile Really Change Japan's software developmentKenji Hiranabe
 
eServices-Chp5: Microservices et API Management
eServices-Chp5: Microservices et API ManagementeServices-Chp5: Microservices et API Management
eServices-Chp5: Microservices et API ManagementLilia Sfaxi
 
Akka and the Zen of Reactive System Design
Akka and the Zen of Reactive System DesignAkka and the Zen of Reactive System Design
Akka and the Zen of Reactive System DesignLightbend
 
Life Beyond the Illusion of Present
Life Beyond the Illusion of PresentLife Beyond the Illusion of Present
Life Beyond the Illusion of PresentJonas Bonér
 
REST and Microservices
REST and MicroservicesREST and Microservices
REST and MicroservicesShaun Abram
 
Microservices: Where do they fit within a rapidly evolving integration archit...
Microservices: Where do they fit within a rapidly evolving integration archit...Microservices: Where do they fit within a rapidly evolving integration archit...
Microservices: Where do they fit within a rapidly evolving integration archit...Kim Clark
 

Viewers also liked (20)

Big Retail Goes Reactive at Walmart
Big Retail Goes Reactive at WalmartBig Retail Goes Reactive at Walmart
Big Retail Goes Reactive at Walmart
 
Building a Reactive RESTful API with Akka Http & Slick
Building a Reactive RESTful API with Akka Http & SlickBuilding a Reactive RESTful API with Akka Http & Slick
Building a Reactive RESTful API with Akka Http & Slick
 
Integrate your mojo - Unity platform - Research Research ltd
Integrate your mojo - Unity platform - Research Research ltdIntegrate your mojo - Unity platform - Research Research ltd
Integrate your mojo - Unity platform - Research Research ltd
 
Auckland API & Microservices Meetup 1: API led design
Auckland API & Microservices Meetup 1: API led designAuckland API & Microservices Meetup 1: API led design
Auckland API & Microservices Meetup 1: API led design
 
通信の安全を守るためにエンジニアができること
通信の安全を守るためにエンジニアができること通信の安全を守るためにエンジニアができること
通信の安全を守るためにエンジニアができること
 
Android Platform Overview - Azercell Barama
Android Platform Overview - Azercell BaramaAndroid Platform Overview - Azercell Barama
Android Platform Overview - Azercell Barama
 
Microservices 101: opportunities, dilemmas and problems
Microservices 101: opportunities, dilemmas and problemsMicroservices 101: opportunities, dilemmas and problems
Microservices 101: opportunities, dilemmas and problems
 
Unity 3d
Unity 3dUnity 3d
Unity 3d
 
Microservices 101 - The Big Why?
Microservices 101 - The Big Why?Microservices 101 - The Big Why?
Microservices 101 - The Big Why?
 
Microservices architecture
Microservices architectureMicroservices architecture
Microservices architecture
 
Reactive Programming in Spring 5
Reactive Programming in Spring 5Reactive Programming in Spring 5
Reactive Programming in Spring 5
 
Android Platform Architecture
Android Platform ArchitectureAndroid Platform Architecture
Android Platform Architecture
 
アジャイルメトリクス実践ガイド
アジャイルメトリクス実践ガイドアジャイルメトリクス実践ガイド
アジャイルメトリクス実践ガイド
 
Unity 3d Basics
Unity 3d BasicsUnity 3d Basics
Unity 3d Basics
 
Can Agile Really Change Japan's software development
Can Agile Really Change Japan's software developmentCan Agile Really Change Japan's software development
Can Agile Really Change Japan's software development
 
eServices-Chp5: Microservices et API Management
eServices-Chp5: Microservices et API ManagementeServices-Chp5: Microservices et API Management
eServices-Chp5: Microservices et API Management
 
Akka and the Zen of Reactive System Design
Akka and the Zen of Reactive System DesignAkka and the Zen of Reactive System Design
Akka and the Zen of Reactive System Design
 
Life Beyond the Illusion of Present
Life Beyond the Illusion of PresentLife Beyond the Illusion of Present
Life Beyond the Illusion of Present
 
REST and Microservices
REST and MicroservicesREST and Microservices
REST and Microservices
 
Microservices: Where do they fit within a rapidly evolving integration archit...
Microservices: Where do they fit within a rapidly evolving integration archit...Microservices: Where do they fit within a rapidly evolving integration archit...
Microservices: Where do they fit within a rapidly evolving integration archit...
 

Similar to Revitalizing Aging Architectures with Microservices

The 6 Rules for Modernizing Your Legacy Java Monolith with Microservices
The 6 Rules for Modernizing Your Legacy Java Monolith with MicroservicesThe 6 Rules for Modernizing Your Legacy Java Monolith with Microservices
The 6 Rules for Modernizing Your Legacy Java Monolith with MicroservicesLightbend
 
Microservices: Architecture for the Real-time Organization
Microservices: Architecture for the Real-time OrganizationMicroservices: Architecture for the Real-time Organization
Microservices: Architecture for the Real-time OrganizationKevin Webber
 
Devoxx university - Kafka de haut en bas
Devoxx university - Kafka de haut en basDevoxx university - Kafka de haut en bas
Devoxx university - Kafka de haut en basFlorent Ramiere
 
Micro service, Containers & Cluster Management
Micro service, Containers & Cluster ManagementMicro service, Containers & Cluster Management
Micro service, Containers & Cluster ManagementVasu Thiyagarajan
 
Computing Outside The Box June 2009
Computing Outside The Box June 2009Computing Outside The Box June 2009
Computing Outside The Box June 2009Ian Foster
 
Battery Ventures: Simulating and Visualizing Large Scale Cassandra Deployments
Battery Ventures: Simulating and Visualizing Large Scale Cassandra DeploymentsBattery Ventures: Simulating and Visualizing Large Scale Cassandra Deployments
Battery Ventures: Simulating and Visualizing Large Scale Cassandra DeploymentsDataStax Academy
 
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...confluent
 
XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...
XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...
XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...Publicis Sapient Engineering
 
Internet Scale Architecture
Internet Scale ArchitectureInternet Scale Architecture
Internet Scale ArchitectureRightScale
 
High-speed, Reactive Microservices 2017
High-speed, Reactive Microservices 2017High-speed, Reactive Microservices 2017
High-speed, Reactive Microservices 2017Rick Hightower
 
An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)
An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)
An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)Robert Grossman
 
Data & analytics challenges in a microservice architecture
Data & analytics challenges in a microservice architectureData & analytics challenges in a microservice architecture
Data & analytics challenges in a microservice architectureNiels Naglé
 
Cloud Computing: Architecture, IT Security and Operational Perspectives
Cloud Computing: Architecture, IT Security and Operational PerspectivesCloud Computing: Architecture, IT Security and Operational Perspectives
Cloud Computing: Architecture, IT Security and Operational PerspectivesMegan Eskey
 
JHipster conf 2019 - Kafka Ecosystem
JHipster conf 2019 - Kafka EcosystemJHipster conf 2019 - Kafka Ecosystem
JHipster conf 2019 - Kafka EcosystemFlorent Ramiere
 
Computing Outside The Box September 2009
Computing Outside The Box September 2009Computing Outside The Box September 2009
Computing Outside The Box September 2009Ian Foster
 
Computing Outside The Box
Computing Outside The BoxComputing Outside The Box
Computing Outside The BoxIan Foster
 
CCI2017 - Azure Virtual Machine & Networking - Marco Gumini
CCI2017 - Azure Virtual Machine & Networking - Marco GuminiCCI2017 - Azure Virtual Machine & Networking - Marco Gumini
CCI2017 - Azure Virtual Machine & Networking - Marco Guminiwalk2talk srl
 
Fuelling the AI Revolution with Gaming
Fuelling the AI Revolution with GamingFuelling the AI Revolution with Gaming
Fuelling the AI Revolution with GamingAlison B. Lowndes
 

Similar to Revitalizing Aging Architectures with Microservices (20)

The 6 Rules for Modernizing Your Legacy Java Monolith with Microservices
The 6 Rules for Modernizing Your Legacy Java Monolith with MicroservicesThe 6 Rules for Modernizing Your Legacy Java Monolith with Microservices
The 6 Rules for Modernizing Your Legacy Java Monolith with Microservices
 
Microservices: Architecture for the Real-time Organization
Microservices: Architecture for the Real-time OrganizationMicroservices: Architecture for the Real-time Organization
Microservices: Architecture for the Real-time Organization
 
Devoxx university - Kafka de haut en bas
Devoxx university - Kafka de haut en basDevoxx university - Kafka de haut en bas
Devoxx university - Kafka de haut en bas
 
Micro service, Containers & Cluster Management
Micro service, Containers & Cluster ManagementMicro service, Containers & Cluster Management
Micro service, Containers & Cluster Management
 
Computing Outside The Box June 2009
Computing Outside The Box June 2009Computing Outside The Box June 2009
Computing Outside The Box June 2009
 
Battery Ventures: Simulating and Visualizing Large Scale Cassandra Deployments
Battery Ventures: Simulating and Visualizing Large Scale Cassandra DeploymentsBattery Ventures: Simulating and Visualizing Large Scale Cassandra Deployments
Battery Ventures: Simulating and Visualizing Large Scale Cassandra Deployments
 
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...
 
XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...
XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...
XebiCon'17 : AxonFramework @ SGCIB (our experience) : (CQRS, Eventsourcing, A...
 
Internet Scale Architecture
Internet Scale ArchitectureInternet Scale Architecture
Internet Scale Architecture
 
High-speed, Reactive Microservices 2017
High-speed, Reactive Microservices 2017High-speed, Reactive Microservices 2017
High-speed, Reactive Microservices 2017
 
An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)
An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)
An Introduction to Cloud Computing by Robert Grossman 08-06-09 (v19)
 
Data & analytics challenges in a microservice architecture
Data & analytics challenges in a microservice architectureData & analytics challenges in a microservice architecture
Data & analytics challenges in a microservice architecture
 
cloud computing
cloud computingcloud computing
cloud computing
 
Cloud Computing: Architecture, IT Security and Operational Perspectives
Cloud Computing: Architecture, IT Security and Operational PerspectivesCloud Computing: Architecture, IT Security and Operational Perspectives
Cloud Computing: Architecture, IT Security and Operational Perspectives
 
JHipster conf 2019 - Kafka Ecosystem
JHipster conf 2019 - Kafka EcosystemJHipster conf 2019 - Kafka Ecosystem
JHipster conf 2019 - Kafka Ecosystem
 
Computing Outside The Box September 2009
Computing Outside The Box September 2009Computing Outside The Box September 2009
Computing Outside The Box September 2009
 
Computing Outside The Box
Computing Outside The BoxComputing Outside The Box
Computing Outside The Box
 
TerraEchos Kairos on IBM PowerLinux servers
TerraEchos Kairos on IBM PowerLinux serversTerraEchos Kairos on IBM PowerLinux servers
TerraEchos Kairos on IBM PowerLinux servers
 
CCI2017 - Azure Virtual Machine & Networking - Marco Gumini
CCI2017 - Azure Virtual Machine & Networking - Marco GuminiCCI2017 - Azure Virtual Machine & Networking - Marco Gumini
CCI2017 - Azure Virtual Machine & Networking - Marco Gumini
 
Fuelling the AI Revolution with Gaming
Fuelling the AI Revolution with GamingFuelling the AI Revolution with Gaming
Fuelling the AI Revolution with Gaming
 

More from Legacy Typesafe (now Lightbend)

The How and Why of Fast Data Analytics with Apache Spark
The How and Why of Fast Data Analytics with Apache SparkThe How and Why of Fast Data Analytics with Apache Spark
The How and Why of Fast Data Analytics with Apache SparkLegacy Typesafe (now Lightbend)
 
Typesafe Reactive Platform: Monitoring 1.0, Commercial features and more
Typesafe Reactive Platform: Monitoring 1.0, Commercial features and moreTypesafe Reactive Platform: Monitoring 1.0, Commercial features and more
Typesafe Reactive Platform: Monitoring 1.0, Commercial features and moreLegacy Typesafe (now Lightbend)
 
Akka 2.4 plus new commercial features in Typesafe Reactive Platform
Akka 2.4 plus new commercial features in Typesafe Reactive PlatformAkka 2.4 plus new commercial features in Typesafe Reactive Platform
Akka 2.4 plus new commercial features in Typesafe Reactive PlatformLegacy Typesafe (now Lightbend)
 
Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...
Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...
Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...Legacy Typesafe (now Lightbend)
 
Akka 2.4 plus commercial features in Typesafe Reactive Platform
Akka 2.4 plus commercial features in Typesafe Reactive PlatformAkka 2.4 plus commercial features in Typesafe Reactive Platform
Akka 2.4 plus commercial features in Typesafe Reactive PlatformLegacy Typesafe (now Lightbend)
 
Microservices 101: Exploiting Reality's Constraints with Technology
Microservices 101: Exploiting Reality's Constraints with TechnologyMicroservices 101: Exploiting Reality's Constraints with Technology
Microservices 101: Exploiting Reality's Constraints with TechnologyLegacy Typesafe (now Lightbend)
 
Four Things to Know About Reliable Spark Streaming with Typesafe and Databricks
Four Things to Know About Reliable Spark Streaming with Typesafe and DatabricksFour Things to Know About Reliable Spark Streaming with Typesafe and Databricks
Four Things to Know About Reliable Spark Streaming with Typesafe and DatabricksLegacy Typesafe (now Lightbend)
 
A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0
A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0
A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0Legacy Typesafe (now Lightbend)
 
Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...
Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...
Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...Legacy Typesafe (now Lightbend)
 
Reactive Streams 1.0.0 and Why You Should Care (webinar)
Reactive Streams 1.0.0 and Why You Should Care (webinar)Reactive Streams 1.0.0 and Why You Should Care (webinar)
Reactive Streams 1.0.0 and Why You Should Care (webinar)Legacy Typesafe (now Lightbend)
 
[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data
[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data
[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big DataLegacy Typesafe (now Lightbend)
 

More from Legacy Typesafe (now Lightbend) (14)

The How and Why of Fast Data Analytics with Apache Spark
The How and Why of Fast Data Analytics with Apache SparkThe How and Why of Fast Data Analytics with Apache Spark
The How and Why of Fast Data Analytics with Apache Spark
 
Typesafe Reactive Platform: Monitoring 1.0, Commercial features and more
Typesafe Reactive Platform: Monitoring 1.0, Commercial features and moreTypesafe Reactive Platform: Monitoring 1.0, Commercial features and more
Typesafe Reactive Platform: Monitoring 1.0, Commercial features and more
 
Akka 2.4 plus new commercial features in Typesafe Reactive Platform
Akka 2.4 plus new commercial features in Typesafe Reactive PlatformAkka 2.4 plus new commercial features in Typesafe Reactive Platform
Akka 2.4 plus new commercial features in Typesafe Reactive Platform
 
How to deploy Apache Spark 
to Mesos/DCOS
How to deploy Apache Spark 
to Mesos/DCOSHow to deploy Apache Spark 
to Mesos/DCOS
How to deploy Apache Spark 
to Mesos/DCOS
 
Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...
Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...
Reactive Revealed Part 3 of 3: Resiliency, Failures vs Errors, Isolation, Del...
 
Akka 2.4 plus commercial features in Typesafe Reactive Platform
Akka 2.4 plus commercial features in Typesafe Reactive PlatformAkka 2.4 plus commercial features in Typesafe Reactive Platform
Akka 2.4 plus commercial features in Typesafe Reactive Platform
 
Microservices 101: Exploiting Reality's Constraints with Technology
Microservices 101: Exploiting Reality's Constraints with TechnologyMicroservices 101: Exploiting Reality's Constraints with Technology
Microservices 101: Exploiting Reality's Constraints with Technology
 
Four Things to Know About Reliable Spark Streaming with Typesafe and Databricks
Four Things to Know About Reliable Spark Streaming with Typesafe and DatabricksFour Things to Know About Reliable Spark Streaming with Typesafe and Databricks
Four Things to Know About Reliable Spark Streaming with Typesafe and Databricks
 
A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0
A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0
A Deeper Look Into Reactive Streams with Akka Streams 1.0 and Slick 3.0
 
Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...
Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...
Modernizing Your Aging Architecture: What Enterprise Architects Need To Know ...
 
Reactive Streams 1.0.0 and Why You Should Care (webinar)
Reactive Streams 1.0.0 and Why You Should Care (webinar)Reactive Streams 1.0.0 and Why You Should Care (webinar)
Reactive Streams 1.0.0 and Why You Should Care (webinar)
 
Going Reactive in Java with Typesafe Reactive Platform
Going Reactive in Java with Typesafe Reactive PlatformGoing Reactive in Java with Typesafe Reactive Platform
Going Reactive in Java with Typesafe Reactive Platform
 
Why Play Framework is fast
Why Play Framework is fastWhy Play Framework is fast
Why Play Framework is fast
 
[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data
[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data
[Sneak Preview] Apache Spark: Preparing for the next wave of Reactive Big Data
 

Recently uploaded

20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.Sharon Liu
 
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?AmeliaSmith90
 
Enterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze IncEnterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze Incrobinwilliams8624
 
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfWhy Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfBrain Inventory
 
Watermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security ChallengesWatermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security ChallengesShyamsundar Das
 
Deep Learning for Images with PyTorch - Datacamp
Deep Learning for Images with PyTorch - DatacampDeep Learning for Images with PyTorch - Datacamp
Deep Learning for Images with PyTorch - DatacampVICTOR MAESTRE RAMIREZ
 
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies
 
eAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspectionseAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspectionsNirav Modi
 
Top Software Development Trends in 2024
Top Software Development Trends in  2024Top Software Development Trends in  2024
Top Software Development Trends in 2024Mind IT Systems
 
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdfARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdfTobias Schneck
 
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/MLBig Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/MLAlluxio, Inc.
 
online pdf editor software solutions.pdf
online pdf editor software solutions.pdfonline pdf editor software solutions.pdf
online pdf editor software solutions.pdfMeon Technology
 
ERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptxERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptxAutus Cyber Tech
 
OpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS CalculatorOpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS CalculatorShane Coughlan
 
IA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeIA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeNeo4j
 
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesGrowing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesSoftwareMill
 
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software TeamsYour Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software TeamsJaydeep Chhasatia
 
Introduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptxIntroduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptxIntelliSource Technologies
 
Webinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptWebinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptkinjal48
 

Recently uploaded (20)

20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
 
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?
 
Enterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze IncEnterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze Inc
 
Salesforce AI Associate Certification.pptx
Salesforce AI Associate Certification.pptxSalesforce AI Associate Certification.pptx
Salesforce AI Associate Certification.pptx
 
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfWhy Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdf
 
Watermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security ChallengesWatermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security Challenges
 
Deep Learning for Images with PyTorch - Datacamp
Deep Learning for Images with PyTorch - DatacampDeep Learning for Images with PyTorch - Datacamp
Deep Learning for Images with PyTorch - Datacamp
 
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in Trivandrum
 
eAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspectionseAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspections
 
Top Software Development Trends in 2024
Top Software Development Trends in  2024Top Software Development Trends in  2024
Top Software Development Trends in 2024
 
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdfARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
 
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/MLBig Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
 
online pdf editor software solutions.pdf
online pdf editor software solutions.pdfonline pdf editor software solutions.pdf
online pdf editor software solutions.pdf
 
ERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptxERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptx
 
OpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS CalculatorOpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS Calculator
 
IA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeIA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG time
 
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesGrowing Oxen: channel operators and retries
Growing Oxen: channel operators and retries
 
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software TeamsYour Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
 
Introduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptxIntroduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptx
 
Webinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptWebinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.ppt
 

Revitalizing Aging Architectures with Microservices