SlideShare a Scribd company logo
1 of 33
Optimizing your Java Applications for multi-core hardware  Prashanth K Nageshappa [email_address] Java Technologies IBM
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
As The World Gets Smarter, Demands On IT Will Grow Smart energy grids Smart healthcare Smart food systems  Intelligent  oil field technologies  Smart supply chains  Smart retail ,[object Object],Digital data is projected to grow tenfold from 2007 to 2011. Devices will be connected to the internet by 2011 1 Trillion Global trading systems are under extreme stress, handling billions of market data messages each day 25 Billion 70% on average is spent on maintaining current IT infrastructure versus adding new capabilities 10x
Hardware Trends ,[object Object],[object Object],[object Object],[object Object],[object Object]
In 2010 POWER Systems Brings Massive Parallelism 2001 180 nm 2004 130 nm 2007 65 nm 2010 45 nm POWER7™ 4 threads/core 8 cores/chip 32 sockets/server 1024 threads POWER6™ 2 threads/core 2 cores/chip 32 sockets/server 128 threads POWER5™ 2 threads/core 2 cores/chip 32 sockets/server 128 threads POWER4™ 1 thread/core 2 cores/chip 16 sockets/server 32 threads Threads
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Why should I care? ,[object Object],[object Object],[object Object],[object Object]
Think about scalability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Think about scalability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Synchronization and locking ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Synchronization and locking ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
java.util.concurrent package ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
j/u/c/atomic.* ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
j/u/c/atomic.* ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
j/u/c/locks.* ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
j/u/c/locks.* ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
j/u/c.* - Concurrent Collections ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strains on the VM ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Memory Footprint ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Affinitizing JVMs ,[object Object],[object Object],[object Object],[object Object]
Is my application scalable? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Write Once, Tune Everywhere ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
IBM Java Execution Model is Built for Parallelism JIT Compiler Garbage Collector Application Threads ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Configurable Garbage Collection policies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How do GC policies compare? - optthruput Time Thread 1 Thread 2 Thread 3 Thread n GC Java ,[object Object],[object Object],[object Object],[object Object],Picture is only illustrative and doesn’t reflect any particular real-life application. The purpose is to show theoretical differences in pause times between GC policies.
How do GC policies compare? - optavgpause Time GC Java Concurrent Tracing ,[object Object],[object Object],[object Object],[object Object],Picture is only illustrative and doesn’t reflect any particular real-life application. The purpose is to show theoretical differences in pause times between GC policies. Thread 1 Thread 2 Thread 3 Thread n
How do GC policies compare? - gencon Time Global GC Java Concurrent Tracing Scavenge GC ,[object Object],[object Object],[object Object],[object Object],Picture is only illustrative and doesn’t reflect any particular real-life application. The purpose is to show theoretical differences in pause times between GC policies. Thread 1 Thread 2 Thread 3 Thread n
How do GC policies compare? - subpools ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
JVM optimizations for multi-core scalability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Merci Grazie Gracias Obrigado Danke French Russian German Italian Spanish Brazilian Portuguese Arabic Simplified Chinese Traditional Chinese Thai Korean Thank You ,[object Object],[object Object],http://www.ibm.com/developerworks/java/ Japanese
Special notices ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

Distributed DNN training: Infrastructure, challenges, and lessons learned
Distributed DNN training: Infrastructure, challenges, and lessons learnedDistributed DNN training: Infrastructure, challenges, and lessons learned
Distributed DNN training: Infrastructure, challenges, and lessons learnedWee Hyong Tok
 
MIT's experience on OpenPOWER/POWER 9 platform
MIT's experience on OpenPOWER/POWER 9 platformMIT's experience on OpenPOWER/POWER 9 platform
MIT's experience on OpenPOWER/POWER 9 platformGanesan Narayanasamy
 
Five cool ways the JVM can run Apache Spark faster
Five cool ways the JVM can run Apache Spark fasterFive cool ways the JVM can run Apache Spark faster
Five cool ways the JVM can run Apache Spark fasterTim Ellison
 
Biomedical Signal and Image Analytics using MATLAB
Biomedical Signal and Image Analytics using MATLABBiomedical Signal and Image Analytics using MATLAB
Biomedical Signal and Image Analytics using MATLABCodeOps Technologies LLP
 
Exploring the Performance Impact of Virtualization on an HPC Cloud
Exploring the Performance Impact of Virtualization on an HPC CloudExploring the Performance Impact of Virtualization on an HPC Cloud
Exploring the Performance Impact of Virtualization on an HPC CloudRyousei Takano
 
Apache Spark At Scale in the Cloud
Apache Spark At Scale in the CloudApache Spark At Scale in the Cloud
Apache Spark At Scale in the CloudRose Toomey
 
MapReduce Container ReUse
MapReduce Container ReUseMapReduce Container ReUse
MapReduce Container ReUseHortonworks
 
Strata London 2019 Scaling Impala
Strata London 2019 Scaling ImpalaStrata London 2019 Scaling Impala
Strata London 2019 Scaling ImpalaManish Maheshwari
 
Pedal to the Metal: Accelerating Spark with Silicon Innovation
Pedal to the Metal: Accelerating Spark with Silicon InnovationPedal to the Metal: Accelerating Spark with Silicon Innovation
Pedal to the Metal: Accelerating Spark with Silicon InnovationJen Aman
 
The JVM is your friend
The JVM is your friendThe JVM is your friend
The JVM is your friendKai Koenig
 
Postgres & Red Hat Cluster Suite
Postgres & Red Hat Cluster SuitePostgres & Red Hat Cluster Suite
Postgres & Red Hat Cluster SuiteEDB
 
"The BG collaboration, Past, Present, Future. The new available resources". P...
"The BG collaboration, Past, Present, Future. The new available resources". P..."The BG collaboration, Past, Present, Future. The new available resources". P...
"The BG collaboration, Past, Present, Future. The new available resources". P...lccausp
 
Deep Dive into RDS PostgreSQL Universe
Deep Dive into RDS PostgreSQL UniverseDeep Dive into RDS PostgreSQL Universe
Deep Dive into RDS PostgreSQL UniverseJignesh Shah
 
MySQL Infrastructure Testing Automation at GitHub
MySQL Infrastructure Testing Automation at GitHubMySQL Infrastructure Testing Automation at GitHub
MySQL Infrastructure Testing Automation at GitHubIke Walker
 
Hadoop and Big Data Overview
Hadoop and Big Data OverviewHadoop and Big Data Overview
Hadoop and Big Data OverviewPrabhu Thukkaram
 
Eliminating the Pauses in your Java Application
Eliminating the Pauses in your Java ApplicationEliminating the Pauses in your Java Application
Eliminating the Pauses in your Java ApplicationMark Stoodley
 
User-space Network Processing
User-space Network ProcessingUser-space Network Processing
User-space Network ProcessingRyousei Takano
 
High performance computing tutorial, with checklist and tips to optimize clus...
High performance computing tutorial, with checklist and tips to optimize clus...High performance computing tutorial, with checklist and tips to optimize clus...
High performance computing tutorial, with checklist and tips to optimize clus...Pradeep Redddy Raamana
 
PostgreSQL and Benchmarks
PostgreSQL and BenchmarksPostgreSQL and Benchmarks
PostgreSQL and BenchmarksJignesh Shah
 

What's hot (20)

Distributed DNN training: Infrastructure, challenges, and lessons learned
Distributed DNN training: Infrastructure, challenges, and lessons learnedDistributed DNN training: Infrastructure, challenges, and lessons learned
Distributed DNN training: Infrastructure, challenges, and lessons learned
 
MIT's experience on OpenPOWER/POWER 9 platform
MIT's experience on OpenPOWER/POWER 9 platformMIT's experience on OpenPOWER/POWER 9 platform
MIT's experience on OpenPOWER/POWER 9 platform
 
Five cool ways the JVM can run Apache Spark faster
Five cool ways the JVM can run Apache Spark fasterFive cool ways the JVM can run Apache Spark faster
Five cool ways the JVM can run Apache Spark faster
 
Biomedical Signal and Image Analytics using MATLAB
Biomedical Signal and Image Analytics using MATLABBiomedical Signal and Image Analytics using MATLAB
Biomedical Signal and Image Analytics using MATLAB
 
Exploring the Performance Impact of Virtualization on an HPC Cloud
Exploring the Performance Impact of Virtualization on an HPC CloudExploring the Performance Impact of Virtualization on an HPC Cloud
Exploring the Performance Impact of Virtualization on an HPC Cloud
 
Apache Spark At Scale in the Cloud
Apache Spark At Scale in the CloudApache Spark At Scale in the Cloud
Apache Spark At Scale in the Cloud
 
MapReduce Container ReUse
MapReduce Container ReUseMapReduce Container ReUse
MapReduce Container ReUse
 
Strata London 2019 Scaling Impala
Strata London 2019 Scaling ImpalaStrata London 2019 Scaling Impala
Strata London 2019 Scaling Impala
 
Pedal to the Metal: Accelerating Spark with Silicon Innovation
Pedal to the Metal: Accelerating Spark with Silicon InnovationPedal to the Metal: Accelerating Spark with Silicon Innovation
Pedal to the Metal: Accelerating Spark with Silicon Innovation
 
The JVM is your friend
The JVM is your friendThe JVM is your friend
The JVM is your friend
 
Postgres & Red Hat Cluster Suite
Postgres & Red Hat Cluster SuitePostgres & Red Hat Cluster Suite
Postgres & Red Hat Cluster Suite
 
"The BG collaboration, Past, Present, Future. The new available resources". P...
"The BG collaboration, Past, Present, Future. The new available resources". P..."The BG collaboration, Past, Present, Future. The new available resources". P...
"The BG collaboration, Past, Present, Future. The new available resources". P...
 
5 Steps to PostgreSQL Performance
5 Steps to PostgreSQL Performance5 Steps to PostgreSQL Performance
5 Steps to PostgreSQL Performance
 
Deep Dive into RDS PostgreSQL Universe
Deep Dive into RDS PostgreSQL UniverseDeep Dive into RDS PostgreSQL Universe
Deep Dive into RDS PostgreSQL Universe
 
MySQL Infrastructure Testing Automation at GitHub
MySQL Infrastructure Testing Automation at GitHubMySQL Infrastructure Testing Automation at GitHub
MySQL Infrastructure Testing Automation at GitHub
 
Hadoop and Big Data Overview
Hadoop and Big Data OverviewHadoop and Big Data Overview
Hadoop and Big Data Overview
 
Eliminating the Pauses in your Java Application
Eliminating the Pauses in your Java ApplicationEliminating the Pauses in your Java Application
Eliminating the Pauses in your Java Application
 
User-space Network Processing
User-space Network ProcessingUser-space Network Processing
User-space Network Processing
 
High performance computing tutorial, with checklist and tips to optimize clus...
High performance computing tutorial, with checklist and tips to optimize clus...High performance computing tutorial, with checklist and tips to optimize clus...
High performance computing tutorial, with checklist and tips to optimize clus...
 
PostgreSQL and Benchmarks
PostgreSQL and BenchmarksPostgreSQL and Benchmarks
PostgreSQL and Benchmarks
 

Similar to Optimizing your java applications for multi core hardware

J2EE Batch Processing
J2EE Batch ProcessingJ2EE Batch Processing
J2EE Batch ProcessingChris Adkin
 
Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007
Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007
Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007Baruch Sadogursky
 
Cassandra in Operation
Cassandra in OperationCassandra in Operation
Cassandra in Operationniallmilton
 
Climbing the beanstalk
Climbing the beanstalkClimbing the beanstalk
Climbing the beanstalkgordonyorke
 
Caching fundamentals by Shrikant Vashishtha
Caching fundamentals by Shrikant VashishthaCaching fundamentals by Shrikant Vashishtha
Caching fundamentals by Shrikant VashishthaShriKant Vashishtha
 
Introduction to Real Time Java
Introduction to Real Time JavaIntroduction to Real Time Java
Introduction to Real Time JavaDeniz Oguz
 
Low latency in java 8 v5
Low latency in java 8 v5Low latency in java 8 v5
Low latency in java 8 v5Peter Lawrey
 
Shopzilla On Concurrency
Shopzilla On ConcurrencyShopzilla On Concurrency
Shopzilla On ConcurrencyRodney Barlow
 
Shopzilla On Concurrency
Shopzilla On ConcurrencyShopzilla On Concurrency
Shopzilla On ConcurrencyWill Gage
 
Web Speed And Scalability
Web Speed And ScalabilityWeb Speed And Scalability
Web Speed And ScalabilityJason Ragsdale
 
Java Core | Modern Java Concurrency | Martijn Verburg & Ben Evans
Java Core | Modern Java Concurrency | Martijn Verburg & Ben EvansJava Core | Modern Java Concurrency | Martijn Verburg & Ben Evans
Java Core | Modern Java Concurrency | Martijn Verburg & Ben EvansJAX London
 
Java programing considering performance
Java programing considering performanceJava programing considering performance
Java programing considering performanceRoger Xia
 
Weblogic performance tuning1
Weblogic performance tuning1Weblogic performance tuning1
Weblogic performance tuning1Aditya Bhuyan
 
Weblogic Cluster performance tuning
Weblogic Cluster performance tuningWeblogic Cluster performance tuning
Weblogic Cluster performance tuningAditya Bhuyan
 
Secrets of Performance Tuning Java on Kubernetes
Secrets of Performance Tuning Java on KubernetesSecrets of Performance Tuning Java on Kubernetes
Secrets of Performance Tuning Java on KubernetesBruno Borges
 
Optimizing elastic search on google compute engine
Optimizing elastic search on google compute engineOptimizing elastic search on google compute engine
Optimizing elastic search on google compute engineBhuvaneshwaran R
 
Running ElasticSearch on Google Compute Engine in Production
Running ElasticSearch on Google Compute Engine in ProductionRunning ElasticSearch on Google Compute Engine in Production
Running ElasticSearch on Google Compute Engine in ProductionSearce Inc
 

Similar to Optimizing your java applications for multi core hardware (20)

J2EE Batch Processing
J2EE Batch ProcessingJ2EE Batch Processing
J2EE Batch Processing
 
Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007
Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007
Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007
 
Cassandra in Operation
Cassandra in OperationCassandra in Operation
Cassandra in Operation
 
Climbing the beanstalk
Climbing the beanstalkClimbing the beanstalk
Climbing the beanstalk
 
Caching fundamentals by Shrikant Vashishtha
Caching fundamentals by Shrikant VashishthaCaching fundamentals by Shrikant Vashishtha
Caching fundamentals by Shrikant Vashishtha
 
Introduction to Real Time Java
Introduction to Real Time JavaIntroduction to Real Time Java
Introduction to Real Time Java
 
Low latency in java 8 v5
Low latency in java 8 v5Low latency in java 8 v5
Low latency in java 8 v5
 
11g R2
11g R211g R2
11g R2
 
Shopzilla On Concurrency
Shopzilla On ConcurrencyShopzilla On Concurrency
Shopzilla On Concurrency
 
Shopzilla On Concurrency
Shopzilla On ConcurrencyShopzilla On Concurrency
Shopzilla On Concurrency
 
Web Speed And Scalability
Web Speed And ScalabilityWeb Speed And Scalability
Web Speed And Scalability
 
Java Core | Modern Java Concurrency | Martijn Verburg & Ben Evans
Java Core | Modern Java Concurrency | Martijn Verburg & Ben EvansJava Core | Modern Java Concurrency | Martijn Verburg & Ben Evans
Java Core | Modern Java Concurrency | Martijn Verburg & Ben Evans
 
Java programing considering performance
Java programing considering performanceJava programing considering performance
Java programing considering performance
 
Weblogic performance tuning1
Weblogic performance tuning1Weblogic performance tuning1
Weblogic performance tuning1
 
Weblogic Cluster performance tuning
Weblogic Cluster performance tuningWeblogic Cluster performance tuning
Weblogic Cluster performance tuning
 
Virtual Classroom
Virtual ClassroomVirtual Classroom
Virtual Classroom
 
Secrets of Performance Tuning Java on Kubernetes
Secrets of Performance Tuning Java on KubernetesSecrets of Performance Tuning Java on Kubernetes
Secrets of Performance Tuning Java on Kubernetes
 
Optimizing elastic search on google compute engine
Optimizing elastic search on google compute engineOptimizing elastic search on google compute engine
Optimizing elastic search on google compute engine
 
Running ElasticSearch on Google Compute Engine in Production
Running ElasticSearch on Google Compute Engine in ProductionRunning ElasticSearch on Google Compute Engine in Production
Running ElasticSearch on Google Compute Engine in Production
 
Clustering van IT-componenten
Clustering van IT-componentenClustering van IT-componenten
Clustering van IT-componenten
 

More from IndicThreads

Http2 is here! And why the web needs it
Http2 is here! And why the web needs itHttp2 is here! And why the web needs it
Http2 is here! And why the web needs itIndicThreads
 
Understanding Bitcoin (Blockchain) and its Potential for Disruptive Applications
Understanding Bitcoin (Blockchain) and its Potential for Disruptive ApplicationsUnderstanding Bitcoin (Blockchain) and its Potential for Disruptive Applications
Understanding Bitcoin (Blockchain) and its Potential for Disruptive ApplicationsIndicThreads
 
Go Programming Language - Learning The Go Lang way
Go Programming Language - Learning The Go Lang wayGo Programming Language - Learning The Go Lang way
Go Programming Language - Learning The Go Lang wayIndicThreads
 
Building Resilient Microservices
Building Resilient Microservices Building Resilient Microservices
Building Resilient Microservices IndicThreads
 
App using golang indicthreads
App using golang  indicthreadsApp using golang  indicthreads
App using golang indicthreadsIndicThreads
 
Building on quicksand microservices indicthreads
Building on quicksand microservices  indicthreadsBuilding on quicksand microservices  indicthreads
Building on quicksand microservices indicthreadsIndicThreads
 
How to Think in RxJava Before Reacting
How to Think in RxJava Before ReactingHow to Think in RxJava Before Reacting
How to Think in RxJava Before ReactingIndicThreads
 
Iot secure connected devices indicthreads
Iot secure connected devices indicthreadsIot secure connected devices indicthreads
Iot secure connected devices indicthreadsIndicThreads
 
Real world IoT for enterprises
Real world IoT for enterprisesReal world IoT for enterprises
Real world IoT for enterprisesIndicThreads
 
IoT testing and quality assurance indicthreads
IoT testing and quality assurance indicthreadsIoT testing and quality assurance indicthreads
IoT testing and quality assurance indicthreadsIndicThreads
 
Functional Programming Past Present Future
Functional Programming Past Present FutureFunctional Programming Past Present Future
Functional Programming Past Present FutureIndicThreads
 
Harnessing the Power of Java 8 Streams
Harnessing the Power of Java 8 Streams Harnessing the Power of Java 8 Streams
Harnessing the Power of Java 8 Streams IndicThreads
 
Building & scaling a live streaming mobile platform - Gr8 road to fame
Building & scaling a live streaming mobile platform - Gr8 road to fameBuilding & scaling a live streaming mobile platform - Gr8 road to fame
Building & scaling a live streaming mobile platform - Gr8 road to fameIndicThreads
 
Internet of things architecture perspective - IndicThreads Conference
Internet of things architecture perspective - IndicThreads ConferenceInternet of things architecture perspective - IndicThreads Conference
Internet of things architecture perspective - IndicThreads ConferenceIndicThreads
 
Cars and Computers: Building a Java Carputer
 Cars and Computers: Building a Java Carputer Cars and Computers: Building a Java Carputer
Cars and Computers: Building a Java CarputerIndicThreads
 
Scrap Your MapReduce - Apache Spark
 Scrap Your MapReduce - Apache Spark Scrap Your MapReduce - Apache Spark
Scrap Your MapReduce - Apache SparkIndicThreads
 
Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker
 Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker
Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & DockerIndicThreads
 
Speed up your build pipeline for faster feedback
Speed up your build pipeline for faster feedbackSpeed up your build pipeline for faster feedback
Speed up your build pipeline for faster feedbackIndicThreads
 
Unraveling OpenStack Clouds
 Unraveling OpenStack Clouds Unraveling OpenStack Clouds
Unraveling OpenStack CloudsIndicThreads
 
Digital Transformation of the Enterprise. What IT leaders need to know!
Digital Transformation of the Enterprise. What IT  leaders need to know!Digital Transformation of the Enterprise. What IT  leaders need to know!
Digital Transformation of the Enterprise. What IT leaders need to know!IndicThreads
 

More from IndicThreads (20)

Http2 is here! And why the web needs it
Http2 is here! And why the web needs itHttp2 is here! And why the web needs it
Http2 is here! And why the web needs it
 
Understanding Bitcoin (Blockchain) and its Potential for Disruptive Applications
Understanding Bitcoin (Blockchain) and its Potential for Disruptive ApplicationsUnderstanding Bitcoin (Blockchain) and its Potential for Disruptive Applications
Understanding Bitcoin (Blockchain) and its Potential for Disruptive Applications
 
Go Programming Language - Learning The Go Lang way
Go Programming Language - Learning The Go Lang wayGo Programming Language - Learning The Go Lang way
Go Programming Language - Learning The Go Lang way
 
Building Resilient Microservices
Building Resilient Microservices Building Resilient Microservices
Building Resilient Microservices
 
App using golang indicthreads
App using golang  indicthreadsApp using golang  indicthreads
App using golang indicthreads
 
Building on quicksand microservices indicthreads
Building on quicksand microservices  indicthreadsBuilding on quicksand microservices  indicthreads
Building on quicksand microservices indicthreads
 
How to Think in RxJava Before Reacting
How to Think in RxJava Before ReactingHow to Think in RxJava Before Reacting
How to Think in RxJava Before Reacting
 
Iot secure connected devices indicthreads
Iot secure connected devices indicthreadsIot secure connected devices indicthreads
Iot secure connected devices indicthreads
 
Real world IoT for enterprises
Real world IoT for enterprisesReal world IoT for enterprises
Real world IoT for enterprises
 
IoT testing and quality assurance indicthreads
IoT testing and quality assurance indicthreadsIoT testing and quality assurance indicthreads
IoT testing and quality assurance indicthreads
 
Functional Programming Past Present Future
Functional Programming Past Present FutureFunctional Programming Past Present Future
Functional Programming Past Present Future
 
Harnessing the Power of Java 8 Streams
Harnessing the Power of Java 8 Streams Harnessing the Power of Java 8 Streams
Harnessing the Power of Java 8 Streams
 
Building & scaling a live streaming mobile platform - Gr8 road to fame
Building & scaling a live streaming mobile platform - Gr8 road to fameBuilding & scaling a live streaming mobile platform - Gr8 road to fame
Building & scaling a live streaming mobile platform - Gr8 road to fame
 
Internet of things architecture perspective - IndicThreads Conference
Internet of things architecture perspective - IndicThreads ConferenceInternet of things architecture perspective - IndicThreads Conference
Internet of things architecture perspective - IndicThreads Conference
 
Cars and Computers: Building a Java Carputer
 Cars and Computers: Building a Java Carputer Cars and Computers: Building a Java Carputer
Cars and Computers: Building a Java Carputer
 
Scrap Your MapReduce - Apache Spark
 Scrap Your MapReduce - Apache Spark Scrap Your MapReduce - Apache Spark
Scrap Your MapReduce - Apache Spark
 
Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker
 Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker
Continuous Integration (CI) and Continuous Delivery (CD) using Jenkins & Docker
 
Speed up your build pipeline for faster feedback
Speed up your build pipeline for faster feedbackSpeed up your build pipeline for faster feedback
Speed up your build pipeline for faster feedback
 
Unraveling OpenStack Clouds
 Unraveling OpenStack Clouds Unraveling OpenStack Clouds
Unraveling OpenStack Clouds
 
Digital Transformation of the Enterprise. What IT leaders need to know!
Digital Transformation of the Enterprise. What IT  leaders need to know!Digital Transformation of the Enterprise. What IT  leaders need to know!
Digital Transformation of the Enterprise. What IT leaders need to know!
 

Recently uploaded

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 

Recently uploaded (20)

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 

Optimizing your java applications for multi core hardware

  • 1. Optimizing your Java Applications for multi-core hardware Prashanth K Nageshappa [email_address] Java Technologies IBM
  • 2.
  • 3.
  • 4.
  • 5. In 2010 POWER Systems Brings Massive Parallelism 2001 180 nm 2004 130 nm 2007 65 nm 2010 45 nm POWER7™ 4 threads/core 8 cores/chip 32 sockets/server 1024 threads POWER6™ 2 threads/core 2 cores/chip 32 sockets/server 128 threads POWER5™ 2 threads/core 2 cores/chip 32 sockets/server 128 threads POWER4™ 1 thread/core 2 cores/chip 16 sockets/server 32 threads Threads
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.