SlideShare une entreprise Scribd logo

Mumak

•Télécharger en tant que PPT, PDF•
•
H
Hadoop User Group

Hong Tang talks about Using Simulation for Large-scale Distributed System Verification and Debugging

Technologie
1  sur  15
Mumak Using Simulation for Large-scale Distributed System Verification and Debugging Hong Tang 2009.10 - Hadoop User Group
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Motivations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Motivations (cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mumak ,[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]
Project Status ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Architecture Client Protocol InterTracker Protocol Job Tracker Simulated Job Tracker Sched Task Tracker Task Tracker Task Tracker Simulated Job Client Job Client Job Client Job Client Simulation Engine Rumen Cluster Story Job Story Trace Job Story Cache Simulated Task Tracker Simulated Task Tracker Simulated Task Tracker JobSubmissionEvent HeartBeatEvent TaskAttempt CompletionEvent JobCompletionEvent Job Finalization Event Queue
DEMO ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Implementation Experience ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mumak as a System Behavior Verifier
Mumak as a JobTracker Debugger ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mumak as a JobTracker Profiling Benchmark ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What Next? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
QUESTIONS?

Recommandé

August 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieAugust 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieYahoo Developer Network
 
Next Generation Hadoop Operations
Next Generation Hadoop OperationsNext Generation Hadoop Operations
Next Generation Hadoop OperationsOwen O'Malley
 
File Context
File ContextFile Context
File ContextHadoop User Group
 
Datacenter Computing with Apache Mesos - BigData DC
Datacenter Computing with Apache Mesos - BigData DCDatacenter Computing with Apache Mesos - BigData DC
Datacenter Computing with Apache Mesos - BigData DCPaco Nathan
 
Storm: distributed and fault-tolerant realtime computation
Storm: distributed and fault-tolerant realtime computationStorm: distributed and fault-tolerant realtime computation
Storm: distributed and fault-tolerant realtime computationnathanmarz
 
Why apache Flink is the 4G of Big Data Analytics Frameworks
Why apache Flink is the 4G of Big Data Analytics FrameworksWhy apache Flink is the 4G of Big Data Analytics Frameworks
Why apache Flink is the 4G of Big Data Analytics FrameworksSlim Baltagi
 
How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...
How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...
How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...DataWorks Summit/Hadoop Summit
 
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...Yahoo Developer Network
 

Recommandé

August 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieAugust 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieYahoo Developer Network
 
Next Generation Hadoop Operations
Next Generation Hadoop OperationsNext Generation Hadoop Operations
Next Generation Hadoop OperationsOwen O'Malley
 
File Context
File ContextFile Context
File ContextHadoop User Group
 
Datacenter Computing with Apache Mesos - BigData DC
Datacenter Computing with Apache Mesos - BigData DCDatacenter Computing with Apache Mesos - BigData DC
Datacenter Computing with Apache Mesos - BigData DCPaco Nathan
 
Storm: distributed and fault-tolerant realtime computation
Storm: distributed and fault-tolerant realtime computationStorm: distributed and fault-tolerant realtime computation
Storm: distributed and fault-tolerant realtime computationnathanmarz
 
Why apache Flink is the 4G of Big Data Analytics Frameworks
Why apache Flink is the 4G of Big Data Analytics FrameworksWhy apache Flink is the 4G of Big Data Analytics Frameworks
Why apache Flink is the 4G of Big Data Analytics FrameworksSlim Baltagi
 
How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...
How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...
How to overcome mysterious problems caused by large and multi-tenancy Hadoop ...DataWorks Summit/Hadoop Summit
 
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...Yahoo Developer Network
 
Avoiding big data antipatterns
Avoiding big data antipatternsAvoiding big data antipatterns
Avoiding big data antipatternsgrepalex
 
Apache storm vs. Spark Streaming
Apache storm vs. Spark StreamingApache storm vs. Spark Streaming
Apache storm vs. Spark StreamingP. Taylor Goetz
 
Hadoop and Voldemort @ LinkedIn
Hadoop and Voldemort @ LinkedInHadoop and Voldemort @ LinkedIn
Hadoop and Voldemort @ LinkedInHadoop User Group
 
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - ClouderaHadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - ClouderaCloudera, Inc.
 
A Container-based Sizing Framework for Apache Hadoop/Spark Clusters
A Container-based Sizing Framework for Apache Hadoop/Spark ClustersA Container-based Sizing Framework for Apache Hadoop/Spark Clusters
A Container-based Sizing Framework for Apache Hadoop/Spark ClustersDataWorks Summit/Hadoop Summit
 
Troubleshooting Hadoop: Distributed Debugging
Troubleshooting Hadoop: Distributed DebuggingTroubleshooting Hadoop: Distributed Debugging
Troubleshooting Hadoop: Distributed DebuggingGreat Wide Open
 
Searching At Scale
Searching At ScaleSearching At Scale
Searching At ScaleHadoop User Group
 
Nov 2010 HUG: Fuzzy Table - B.A.H
Nov 2010 HUG: Fuzzy Table - B.A.HNov 2010 HUG: Fuzzy Table - B.A.H
Nov 2010 HUG: Fuzzy Table - B.A.HYahoo Developer Network
 
January 2011 HUG: Howl Presentation
January 2011 HUG: Howl PresentationJanuary 2011 HUG: Howl Presentation
January 2011 HUG: Howl PresentationYahoo Developer Network
 
The Future of Apache Storm
The Future of Apache StormThe Future of Apache Storm
The Future of Apache StormDataWorks Summit/Hadoop Summit
 
Hadoop operations-2015-hadoop-summit-san-jose-v5
Hadoop operations-2015-hadoop-summit-san-jose-v5Hadoop operations-2015-hadoop-summit-san-jose-v5
Hadoop operations-2015-hadoop-summit-san-jose-v5Chris Nauroth
 
LinkedIn
LinkedInLinkedIn
LinkedInDataWorks Summit/Hadoop Summit
 
Hadoop & cloud storage object store integration in production (final)
Hadoop & cloud storage object store integration in production (final)Hadoop & cloud storage object store integration in production (final)
Hadoop & cloud storage object store integration in production (final)Chris Nauroth
 
Performance Comparison of Streaming Big Data Platforms
Performance Comparison of Streaming Big Data PlatformsPerformance Comparison of Streaming Big Data Platforms
Performance Comparison of Streaming Big Data PlatformsDataWorks Summit/Hadoop Summit
 
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Bhupesh Bansal
 
Spark Summit EU talk by Steve Loughran
Spark Summit EU talk by Steve LoughranSpark Summit EU talk by Steve Loughran
Spark Summit EU talk by Steve LoughranSpark Summit
 
RubyKaigi 2014: ServerEngine
RubyKaigi 2014: ServerEngineRubyKaigi 2014: ServerEngine
RubyKaigi 2014: ServerEngineTreasure Data, Inc.
 
Upgrading hadoop
Upgrading hadoopUpgrading hadoop
Upgrading hadoopShashwat Shriparv
 
Enterprise Grade Streaming under 2ms on Hadoop
Enterprise Grade Streaming under 2ms on HadoopEnterprise Grade Streaming under 2ms on Hadoop
Enterprise Grade Streaming under 2ms on HadoopDataWorks Summit/Hadoop Summit
 
Spark Tips & Tricks
Spark Tips & TricksSpark Tips & Tricks
Spark Tips & TricksJason Hubbard
 
Seminar Presentation Hadoop
Seminar Presentation HadoopSeminar Presentation Hadoop
Seminar Presentation HadoopVarun Narang
 
2 hadoop@e bay-hug-2010-07-21
2 hadoop@e bay-hug-2010-07-212 hadoop@e bay-hug-2010-07-21
2 hadoop@e bay-hug-2010-07-21Hadoop User Group
 

Contenu connexe

Tendances

Avoiding big data antipatterns
Avoiding big data antipatternsAvoiding big data antipatterns
Avoiding big data antipatternsgrepalex
 
Apache storm vs. Spark Streaming
Apache storm vs. Spark StreamingApache storm vs. Spark Streaming
Apache storm vs. Spark StreamingP. Taylor Goetz
 
Hadoop and Voldemort @ LinkedIn
Hadoop and Voldemort @ LinkedInHadoop and Voldemort @ LinkedIn
Hadoop and Voldemort @ LinkedInHadoop User Group
 
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - ClouderaHadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - ClouderaCloudera, Inc.
 
A Container-based Sizing Framework for Apache Hadoop/Spark Clusters
A Container-based Sizing Framework for Apache Hadoop/Spark ClustersA Container-based Sizing Framework for Apache Hadoop/Spark Clusters
A Container-based Sizing Framework for Apache Hadoop/Spark ClustersDataWorks Summit/Hadoop Summit
 
Troubleshooting Hadoop: Distributed Debugging
Troubleshooting Hadoop: Distributed DebuggingTroubleshooting Hadoop: Distributed Debugging
Troubleshooting Hadoop: Distributed DebuggingGreat Wide Open
 
Hadoop operations-2015-hadoop-summit-san-jose-v5
Hadoop operations-2015-hadoop-summit-san-jose-v5Hadoop operations-2015-hadoop-summit-san-jose-v5
Hadoop operations-2015-hadoop-summit-san-jose-v5Chris Nauroth
 
Hadoop & cloud storage object store integration in production (final)
Hadoop & cloud storage object store integration in production (final)Hadoop & cloud storage object store integration in production (final)
Hadoop & cloud storage object store integration in production (final)Chris Nauroth
 
Performance Comparison of Streaming Big Data Platforms
Performance Comparison of Streaming Big Data PlatformsPerformance Comparison of Streaming Big Data Platforms
Performance Comparison of Streaming Big Data PlatformsDataWorks Summit/Hadoop Summit
 
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Bhupesh Bansal
 
Spark Summit EU talk by Steve Loughran
Spark Summit EU talk by Steve LoughranSpark Summit EU talk by Steve Loughran
Spark Summit EU talk by Steve LoughranSpark Summit
 

Tendances (20)

Avoiding big data antipatterns
Avoiding big data antipatternsAvoiding big data antipatterns
Avoiding big data antipatterns
 
Apache storm vs. Spark Streaming
Apache storm vs. Spark StreamingApache storm vs. Spark Streaming
Apache storm vs. Spark Streaming
 
Hadoop and Voldemort @ LinkedIn
Hadoop and Voldemort @ LinkedInHadoop and Voldemort @ LinkedIn
Hadoop and Voldemort @ LinkedIn
 
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - ClouderaHadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
Hadoop World 2011: Hadoop Troubleshooting 101 - Kate Ting - Cloudera
 
A Container-based Sizing Framework for Apache Hadoop/Spark Clusters
A Container-based Sizing Framework for Apache Hadoop/Spark ClustersA Container-based Sizing Framework for Apache Hadoop/Spark Clusters
A Container-based Sizing Framework for Apache Hadoop/Spark Clusters
 
Troubleshooting Hadoop: Distributed Debugging
Troubleshooting Hadoop: Distributed DebuggingTroubleshooting Hadoop: Distributed Debugging
Troubleshooting Hadoop: Distributed Debugging
 
Searching At Scale
Searching At ScaleSearching At Scale
Searching At Scale
 
Nov 2010 HUG: Fuzzy Table - B.A.H
Nov 2010 HUG: Fuzzy Table - B.A.HNov 2010 HUG: Fuzzy Table - B.A.H
Nov 2010 HUG: Fuzzy Table - B.A.H
 
January 2011 HUG: Howl Presentation
January 2011 HUG: Howl PresentationJanuary 2011 HUG: Howl Presentation
January 2011 HUG: Howl Presentation
 
The Future of Apache Storm
The Future of Apache StormThe Future of Apache Storm
The Future of Apache Storm
 
Hadoop operations-2015-hadoop-summit-san-jose-v5
Hadoop operations-2015-hadoop-summit-san-jose-v5Hadoop operations-2015-hadoop-summit-san-jose-v5
Hadoop operations-2015-hadoop-summit-san-jose-v5
 
LinkedIn
LinkedInLinkedIn
LinkedIn
 
Hadoop & cloud storage object store integration in production (final)
Hadoop & cloud storage object store integration in production (final)Hadoop & cloud storage object store integration in production (final)
Hadoop & cloud storage object store integration in production (final)
 
Performance Comparison of Streaming Big Data Platforms
Performance Comparison of Streaming Big Data PlatformsPerformance Comparison of Streaming Big Data Platforms
Performance Comparison of Streaming Big Data Platforms
 
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010
 
Spark Summit EU talk by Steve Loughran
Spark Summit EU talk by Steve LoughranSpark Summit EU talk by Steve Loughran
Spark Summit EU talk by Steve Loughran
 
RubyKaigi 2014: ServerEngine
RubyKaigi 2014: ServerEngineRubyKaigi 2014: ServerEngine
RubyKaigi 2014: ServerEngine
 
Upgrading hadoop
Upgrading hadoopUpgrading hadoop
Upgrading hadoop
 
Enterprise Grade Streaming under 2ms on Hadoop
Enterprise Grade Streaming under 2ms on HadoopEnterprise Grade Streaming under 2ms on Hadoop
Enterprise Grade Streaming under 2ms on Hadoop
 
Spark Tips & Tricks
Spark Tips & TricksSpark Tips & Tricks
Spark Tips & Tricks
 

En vedette

Seminar Presentation Hadoop
Seminar Presentation HadoopSeminar Presentation Hadoop
Seminar Presentation HadoopVarun Narang
 
2 hadoop@e bay-hug-2010-07-21
2 hadoop@e bay-hug-2010-07-212 hadoop@e bay-hug-2010-07-21
2 hadoop@e bay-hug-2010-07-21Hadoop User Group
 
HUG August 2010: Best practices
HUG August 2010: Best practicesHUG August 2010: Best practices
HUG August 2010: Best practicesHadoop User Group
 
Hadoop Record Reader In Python
Hadoop Record Reader In PythonHadoop Record Reader In Python
Hadoop Record Reader In PythonHadoop User Group
 
Twitter Protobufs And Hadoop Hug 021709
Twitter Protobufs And Hadoop Hug 021709Twitter Protobufs And Hadoop Hug 021709
Twitter Protobufs And Hadoop Hug 021709Hadoop User Group
 
1 content optimization-hug-2010-07-21
1 content optimization-hug-2010-07-211 content optimization-hug-2010-07-21
1 content optimization-hug-2010-07-21Hadoop User Group
 
Karmasphere Studio for Hadoop
Karmasphere Studio for HadoopKarmasphere Studio for Hadoop
Karmasphere Studio for HadoopHadoop User Group
 
The Bixo Web Mining Toolkit
The Bixo Web Mining ToolkitThe Bixo Web Mining Toolkit
The Bixo Web Mining ToolkitTom Croucher
 
Hadoop at Yahoo! -- Hadoop World NY 2009
Hadoop at Yahoo! -- Hadoop World NY 2009Hadoop at Yahoo! -- Hadoop World NY 2009
Hadoop at Yahoo! -- Hadoop World NY 2009yhadoop
 
Hadoop at Yahoo! -- University Talks
Hadoop at Yahoo! -- University TalksHadoop at Yahoo! -- University Talks
Hadoop at Yahoo! -- University Talksyhadoop
 
Nov 2010 HUG: Business Intelligence for Big Data
Nov 2010 HUG: Business Intelligence for Big DataNov 2010 HUG: Business Intelligence for Big Data
Nov 2010 HUG: Business Intelligence for Big DataYahoo Developer Network
 
Upgrading To The New Map Reduce API
Upgrading To The New Map Reduce APIUpgrading To The New Map Reduce API
Upgrading To The New Map Reduce APITom Croucher
 
Public Terabyte Dataset Project: Web crawling with Amazon Elastic MapReduce
Public Terabyte Dataset Project: Web crawling with Amazon Elastic MapReducePublic Terabyte Dataset Project: Web crawling with Amazon Elastic MapReduce
Public Terabyte Dataset Project: Web crawling with Amazon Elastic MapReduceHadoop User Group
 
Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...
Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...
Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...Hadoop User Group
 

En vedette (20)

Seminar Presentation Hadoop
Seminar Presentation HadoopSeminar Presentation Hadoop
Seminar Presentation Hadoop
 
2 hadoop@e bay-hug-2010-07-21
2 hadoop@e bay-hug-2010-07-212 hadoop@e bay-hug-2010-07-21
2 hadoop@e bay-hug-2010-07-21
 
HUG August 2010: Best practices
HUG August 2010: Best practicesHUG August 2010: Best practices
HUG August 2010: Best practices
 
Hadoop Release Plan Feb17
Hadoop Release Plan Feb17Hadoop Release Plan Feb17
Hadoop Release Plan Feb17
 
Hadoop Record Reader In Python
Hadoop Record Reader In PythonHadoop Record Reader In Python
Hadoop Record Reader In Python
 
Ordered Record Collection
Ordered Record CollectionOrdered Record Collection
Ordered Record Collection
 
Twitter Protobufs And Hadoop Hug 021709
Twitter Protobufs And Hadoop Hug 021709Twitter Protobufs And Hadoop Hug 021709
Twitter Protobufs And Hadoop Hug 021709
 
1 content optimization-hug-2010-07-21
1 content optimization-hug-2010-07-211 content optimization-hug-2010-07-21
1 content optimization-hug-2010-07-21
 
Karmasphere Studio for Hadoop
Karmasphere Studio for HadoopKarmasphere Studio for Hadoop
Karmasphere Studio for Hadoop
 
The Bixo Web Mining Toolkit
The Bixo Web Mining ToolkitThe Bixo Web Mining Toolkit
The Bixo Web Mining Toolkit
 
Hadoop at Yahoo! -- Hadoop World NY 2009
Hadoop at Yahoo! -- Hadoop World NY 2009Hadoop at Yahoo! -- Hadoop World NY 2009
Hadoop at Yahoo! -- Hadoop World NY 2009
 
Hadoop at Yahoo! -- University Talks
Hadoop at Yahoo! -- University TalksHadoop at Yahoo! -- University Talks
Hadoop at Yahoo! -- University Talks
 
Nov 2010 HUG: Business Intelligence for Big Data
Nov 2010 HUG: Business Intelligence for Big DataNov 2010 HUG: Business Intelligence for Big Data
Nov 2010 HUG: Business Intelligence for Big Data
 
Upgrading To The New Map Reduce API
Upgrading To The New Map Reduce APIUpgrading To The New Map Reduce API
Upgrading To The New Map Reduce API
 
HUG Nov 2010: HDFS Raid - Facebook
HUG Nov 2010: HDFS Raid - FacebookHUG Nov 2010: HDFS Raid - Facebook
HUG Nov 2010: HDFS Raid - Facebook
 
Cloudera Desktop
Cloudera DesktopCloudera Desktop
Cloudera Desktop
 
3 avro hug-2010-07-21
3 avro hug-2010-07-213 avro hug-2010-07-21
3 avro hug-2010-07-21
 
Public Terabyte Dataset Project: Web crawling with Amazon Elastic MapReduce
Public Terabyte Dataset Project: Web crawling with Amazon Elastic MapReducePublic Terabyte Dataset Project: Web crawling with Amazon Elastic MapReduce
Public Terabyte Dataset Project: Web crawling with Amazon Elastic MapReduce
 
Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...
Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...
Yahoo! Hadoop User Group - May Meetup - Extraordinarily rapid and robust data...
 
January 2011 HUG: Pig Presentation
January 2011 HUG: Pig PresentationJanuary 2011 HUG: Pig Presentation
January 2011 HUG: Pig Presentation
 

Similaire à Mumak

Performance eng prakash.sahu
Performance eng prakash.sahuPerformance eng prakash.sahu
Performance eng prakash.sahuDr. Prakash Sahu
 
Everything comes in 3's
Everything comes in 3'sEverything comes in 3's
Everything comes in 3'sdelagoya
 
Eagle from eBay at China Hadoop Summit 2015
Eagle from eBay at China Hadoop Summit 2015Eagle from eBay at China Hadoop Summit 2015
Eagle from eBay at China Hadoop Summit 2015Hao Chen
 
Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3
Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3
Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3Elixir Club
 
Apache Druid Auto Scale-out/in for Streaming Data Ingestion on Kubernetes
Apache Druid Auto Scale-out/in for Streaming Data Ingestion on KubernetesApache Druid Auto Scale-out/in for Streaming Data Ingestion on Kubernetes
Apache Druid Auto Scale-out/in for Streaming Data Ingestion on KubernetesDataWorks Summit
 
How to address operational aspects effectively with Agile practices - Matthew...
How to address operational aspects effectively with Agile practices - Matthew...How to address operational aspects effectively with Agile practices - Matthew...
How to address operational aspects effectively with Agile practices - Matthew...Skelton Thatcher Consulting Ltd
 
Drools & jBPM Info Sheet
Drools & jBPM Info SheetDrools & jBPM Info Sheet
Drools & jBPM Info SheetMark Proctor
 
Apache Beam: A unified model for batch and stream processing data
Apache Beam: A unified model for batch and stream processing dataApache Beam: A unified model for batch and stream processing data
Apache Beam: A unified model for batch and stream processing dataDataWorks Summit/Hadoop Summit
 
VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...
VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...
VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...VMworld
 
Scalable scheduling of updates in streaming data warehouses
Scalable scheduling of updates in streaming data warehousesScalable scheduling of updates in streaming data warehouses
Scalable scheduling of updates in streaming data warehousesFinalyear Projects
 
REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...
REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...
REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...Finalyear Projects
 
When Web Services Go Bad
When Web Services Go BadWhen Web Services Go Bad
When Web Services Go BadSteve Loughran
 
Rule Based Asset Management Workflow Automation at Netflix
Rule Based Asset Management Workflow Automation at NetflixRule Based Asset Management Workflow Automation at Netflix
Rule Based Asset Management Workflow Automation at NetflixHostedbyConfluent
 
Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)
Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)
Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)Brian Brazil
 
Container orchestration from theory to practice
Container orchestration from theory to practiceContainer orchestration from theory to practice
Container orchestration from theory to practiceDocker, Inc.
 
WinOps Conf 2016 - Michael Greene - Release Pipelines
WinOps Conf 2016 - Michael Greene - Release PipelinesWinOps Conf 2016 - Michael Greene - Release Pipelines
WinOps Conf 2016 - Michael Greene - Release PipelinesWinOps Conf
 
Why NBC Universal Migrated to MongoDB Atlas
Why NBC Universal Migrated to MongoDB AtlasWhy NBC Universal Migrated to MongoDB Atlas
Why NBC Universal Migrated to MongoDB AtlasDatavail
 

Similaire à Mumak (20)

Von neumann workers
Von neumann workersVon neumann workers
Von neumann workers
 
Performance eng prakash.sahu
Performance eng prakash.sahuPerformance eng prakash.sahu
Performance eng prakash.sahu
 
Everything comes in 3's
Everything comes in 3'sEverything comes in 3's
Everything comes in 3's
 
QSpiders - Installation and Brief Dose of Load Runner
QSpiders - Installation and Brief Dose of Load RunnerQSpiders - Installation and Brief Dose of Load Runner
QSpiders - Installation and Brief Dose of Load Runner
 
Eagle from eBay at China Hadoop Summit 2015
Eagle from eBay at China Hadoop Summit 2015Eagle from eBay at China Hadoop Summit 2015
Eagle from eBay at China Hadoop Summit 2015
 
Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3
Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3
Performance measurement methodology — Maksym Pugach | Elixir Evening Club 3
 
North east user group tour
North east user group tourNorth east user group tour
North east user group tour
 
Apache Druid Auto Scale-out/in for Streaming Data Ingestion on Kubernetes
Apache Druid Auto Scale-out/in for Streaming Data Ingestion on KubernetesApache Druid Auto Scale-out/in for Streaming Data Ingestion on Kubernetes
Apache Druid Auto Scale-out/in for Streaming Data Ingestion on Kubernetes
 
How to address operational aspects effectively with Agile practices - Matthew...
How to address operational aspects effectively with Agile practices - Matthew...How to address operational aspects effectively with Agile practices - Matthew...
How to address operational aspects effectively with Agile practices - Matthew...
 
Drools & jBPM Info Sheet
Drools & jBPM Info SheetDrools & jBPM Info Sheet
Drools & jBPM Info Sheet
 
Apache Beam: A unified model for batch and stream processing data
Apache Beam: A unified model for batch and stream processing dataApache Beam: A unified model for batch and stream processing data
Apache Beam: A unified model for batch and stream processing data
 
VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...
VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...
VMworld 2013: Moving Enterprise Application Dev/Test to VMware’s Internal Pri...
 
Scalable scheduling of updates in streaming data warehouses
Scalable scheduling of updates in streaming data warehousesScalable scheduling of updates in streaming data warehouses
Scalable scheduling of updates in streaming data warehouses
 
REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...
REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...
REAL TIME PROJECTS IEEE BASED PROJECTS EMBEDDED SYSTEMS PAPER PUBLICATIONS M...
 
When Web Services Go Bad
When Web Services Go BadWhen Web Services Go Bad
When Web Services Go Bad
 
Rule Based Asset Management Workflow Automation at Netflix
Rule Based Asset Management Workflow Automation at NetflixRule Based Asset Management Workflow Automation at Netflix
Rule Based Asset Management Workflow Automation at Netflix
 
Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)
Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)
Monitoring Kubernetes with Prometheus (Kubernetes Ireland, 2016)
 
Container orchestration from theory to practice
Container orchestration from theory to practiceContainer orchestration from theory to practice
Container orchestration from theory to practice
 
WinOps Conf 2016 - Michael Greene - Release Pipelines
WinOps Conf 2016 - Michael Greene - Release PipelinesWinOps Conf 2016 - Michael Greene - Release Pipelines
WinOps Conf 2016 - Michael Greene - Release Pipelines
 
Why NBC Universal Migrated to MongoDB Atlas
Why NBC Universal Migrated to MongoDB AtlasWhy NBC Universal Migrated to MongoDB Atlas
Why NBC Universal Migrated to MongoDB Atlas
 

Plus de Hadoop User Group

Karmasphere hadoop-productivity-tools
Karmasphere hadoop-productivity-toolsKarmasphere hadoop-productivity-tools
Karmasphere hadoop-productivity-toolsHadoop User Group
 
Building a Scalable Web Crawler with Hadoop
Building a Scalable Web Crawler with HadoopBuilding a Scalable Web Crawler with Hadoop
Building a Scalable Web Crawler with HadoopHadoop User Group
 
1 hadoop security_in_details_hadoop_summit2010
1 hadoop security_in_details_hadoop_summit20101 hadoop security_in_details_hadoop_summit2010
1 hadoop security_in_details_hadoop_summit2010Hadoop User Group
 
Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...
Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...
Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...Hadoop User Group
 
Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...
Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...
Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...Hadoop User Group
 
Hadoop, Hbase and Hive- Bay area Hadoop User Group
Hadoop, Hbase and Hive- Bay area Hadoop User GroupHadoop, Hbase and Hive- Bay area Hadoop User Group
Hadoop, Hbase and Hive- Bay area Hadoop User GroupHadoop User Group
 
Yahoo! Mail antispam - Bay area Hadoop user group
Yahoo! Mail antispam - Bay area Hadoop user groupYahoo! Mail antispam - Bay area Hadoop user group
Yahoo! Mail antispam - Bay area Hadoop user groupHadoop User Group
 
Flightcaster Presentation Hadoop
Flightcaster Presentation HadoopFlightcaster Presentation Hadoop
Flightcaster Presentation HadoopHadoop User Group
 

Plus de Hadoop User Group (17)

Common crawlpresentation
Common crawlpresentationCommon crawlpresentation
Common crawlpresentation
 
Hdfs high availability
Hdfs high availabilityHdfs high availability
Hdfs high availability
 
Cascalog internal dsl_preso
Cascalog internal dsl_presoCascalog internal dsl_preso
Cascalog internal dsl_preso
 
Karmasphere hadoop-productivity-tools
Karmasphere hadoop-productivity-toolsKarmasphere hadoop-productivity-tools
Karmasphere hadoop-productivity-tools
 
Building a Scalable Web Crawler with Hadoop
Building a Scalable Web Crawler with HadoopBuilding a Scalable Web Crawler with Hadoop
Building a Scalable Web Crawler with Hadoop
 
Hdfs high availability
Hdfs high availabilityHdfs high availability
Hdfs high availability
 
Pig at Linkedin
Pig at LinkedinPig at Linkedin
Pig at Linkedin
 
1 hadoop security_in_details_hadoop_summit2010
1 hadoop security_in_details_hadoop_summit20101 hadoop security_in_details_hadoop_summit2010
1 hadoop security_in_details_hadoop_summit2010
 
Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...
Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...
Yahoo! Hadoop User Group - May Meetup - HBase and Pig: The Hadoop ecosystem a...
 
Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...
Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...
Yahoo! Hadoop User Group - May 2010 Meetup - Apache Hadoop Release Plans for ...
 
Hadoop, Hbase and Hive- Bay area Hadoop User Group
Hadoop, Hbase and Hive- Bay area Hadoop User GroupHadoop, Hbase and Hive- Bay area Hadoop User Group
Hadoop, Hbase and Hive- Bay area Hadoop User Group
 
Yahoo! Mail antispam - Bay area Hadoop user group
Yahoo! Mail antispam - Bay area Hadoop user groupYahoo! Mail antispam - Bay area Hadoop user group
Yahoo! Mail antispam - Bay area Hadoop user group
 
Hadoop Security Preview
Hadoop Security PreviewHadoop Security Preview
Hadoop Security Preview
 
Flightcaster Presentation Hadoop
Flightcaster Presentation HadoopFlightcaster Presentation Hadoop
Flightcaster Presentation Hadoop
 
Map Reduce Online
Map Reduce OnlineMap Reduce Online
Map Reduce Online
 
Hadoop Security Preview
Hadoop Security PreviewHadoop Security Preview
Hadoop Security Preview
 
Hadoop Security Preview
Hadoop Security PreviewHadoop Security Preview
Hadoop Security Preview
 

Dernier

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
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
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
 
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
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
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
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
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
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 

Dernier (20)

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
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.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
 
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
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
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...
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
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...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 

Mumak

  • 1. Mumak Using Simulation for Large-scale Distributed System Verification and Debugging Hong Tang 2009.10 - Hadoop User Group
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. Architecture Client Protocol InterTracker Protocol Job Tracker Simulated Job Tracker Sched Task Tracker Task Tracker Task Tracker Simulated Job Client Job Client Job Client Job Client Simulation Engine Rumen Cluster Story Job Story Trace Job Story Cache Simulated Task Tracker Simulated Task Tracker Simulated Task Tracker JobSubmissionEvent HeartBeatEvent TaskAttempt CompletionEvent JobCompletionEvent Job Finalization Event Queue
  • 8.
  • 9.
  • 10. Mumak as a System Behavior Verifier
  • 11.
  • 12.
  • 13.
  • 14.