SlideShare une entreprise Scribd logo
1  sur  20
Apache Ambari – Management, Monitoring and
Operations



Mahadev Konar
Co Founder & Software Engineer
@mahadevkonar (@hortonworks)
Pramod Thangali
Director of Engineering
@pramodthangali (@hortonworks)




                                             Page 1
Hello!
• Hadoop
   – Contributor since 2006
   – Committer/PMC
• ZooKeeper
   – Contributor since 2008
   – Committer/PMC
• Ambari
   – Contributor since 2012
   – Committer/PPMC




                              Page 2
Ambari                 Easiest way to manage Hadoop Clusters




Cluster Operations                    Job Diagnostics                 Extensible Platform

Core capabilities to include the   Insight into job performance and   Integration and customization
 critical tasks associated with         reduce the burden on               points so Hadoop can
  provisioning and operating         specialized Hadoop skills and       interoperate with existing
        Hadoop clusters.                       knowledge.                   operational tooling.




                                                                                               Page 3
Architecture
                                                                                                    Web Client
             REST API                                                   JS

                                                            Ambari
                                     /clusters               Web

                                                                                                             Configurable
                                                                                             java
                   Ambari                                                                                    Auth Provider
                   Server




                                                                             Auth Provider
   Cluster
                                                 REST API
Configurations
                                                                                                                   RDBMS
                                        Request Dispatcher                                                          LDAP

                       DB                                                                                  User
                 postgres
                                 Orchestrator          Monitoring                                          Repo




     Bootstrap or
     Manual install
                            python   Ambari                 Ganglia      php
                            puppet
                                     Agent/s                Collector


                                                                                                                        Page 4
API’s API’s and API’s
     http://{your.ambari.server}:8080




          Clusters                 /api/v1/clusters




         Services                  /api/v1/clusters/mycluster/services




       Components                  /api/v1/clusters/mycluster/services/hdfs/components/namenode




           Hosts                   /api/v1/clusters/mycluster/hosts




     Host-Components               /api/v1/clusters/mycluster/hosts/host1/host_components



https://github.com/apache/ambari/blob/branch-1.2/ambari-server/docs/api/v1/index.md


                                                                                                  Page 5
How to plug into the API’s
• Consistent front-end REST API for
   –Accessing Hadoop and System metrics
   –Managing cluster resources
• Service provider plugin architecture to enable
   –Adding new components and resources
   –Providing alternative service providers to
    manage existing components




     < Place tittle Here by using Header and Footer Options >
                                                                Page 6
Enabling Integration Scenarios
• Expand REST API




  “ZERO TOUCH” INSTALLS
                              Blueprint         Ambari              Cluster



 “LIGHTS OUT” WORKFLOWS
                               Alarm            Decom               Inform



AVOID CONFIGURATION “DRIFT”
                              Change            Apply               Callback



 “BRING MY OWN” SCENARIOS
                                       Custom            Provider




                                                                               Page 7
Ambari + Teradata Viewpoint Integration
• Integrate with Ambari to provide Monitoring
  REST API
• Use Ganglia for metrics collection
• No Ambari mgmt controls
• No Ambari UI
• No Ambari Agents




                      P
   HDP Cluster             Ambari
           Custom     P



                                                Page 8
Extending Ambari – Adding new services
• Stack Definitions
    – Define which Services are available (services)
    – Define where to get the packages (repos)
                     repos
       Stack A
                    services      S   S   S   S   S



                     repos
       Stack B
                    services      S   S   S   S



                     repos
       Stack C
       extends
       Stack A                    S   S   S   S   S        S
                    services                           +

                                                               Page 9
Demo




       Page 10
Ambari RoadMap
• Releases
  –Ambari 1.2.0
  –Ambari 1.2.1
  –Ambari 1.2.2 (under vote)
  –Ambari 1.2.3 (under development for stability fixes)
• Ambari 1.3.0
• Ambari 1.4.0
• Futures




     < Place tittle Here by using Header and Footer Options >
                                                                Page 11
Ambari 1.2.2 – whats new
• Bug Fixes to 1.2 line
• Host-level Alerts
• Paging Controls on Zoomed Graphs
• Change Ambari Web Port #
• Support for AD Authentication
• Quicker Install/Start/Test progress display
• Upgrade Paths
   – 1.2.0  1.2.2 and 1.2.1  1.2.2
• Performance
   – Optimized deployment + monitoring on clusters




       < Place tittle Here by using Header and Footer Options >
                                                                  Page 12
Host Level Alerts
• Host-specific alerts
• For example:
   – TaskTracker process, DataNode
     process, DataNode Storage




        < Place tittle Here by using Header and Footer Options >
                                                                   Page 13
Paging Controls on Zoomed Graphs


Last 1 Hour
                               Last 12 Hours




Last 2 Hours
                               Last 24 Hours




Last 4 Hours
                               Last 1 Week




                                        Page 14
Ambari 1.3
• Manage Kerberos Secure Cluster
• Managed Stack Upgrade
• Disaster protection service via HDFS mirroring
• Multi-tenancy support via capacity Scheduler
• Improved Configuration Mgmt with host-level controls
• Master service mobility to ease hardware
  maintenance




     < Place tittle Here by using Header and Footer Options >
                                                                Page 15
Ambari 1.3 continued
• External group mappings (LDAP/AD)
• Support API and external driven cluster Installation
  Management
• Enhanced Job Diagnostic visualizations
• HUE Support for Hadoop data workers




                                                         Page 16
Multi Tenancy Support
• Compute resource quotas
   – Managed via Capacity Scheduler and used in PROD at Yahoo!
   – Basic configuration support in Ambari 1.3
   – Visualization for Queue Diagnostics in Ambari 1.4 (target)




                                                                  Page 17
Multi Tenancy Support – User and Data
 Management
• Disk and Name space quotas
• Support for quota mgmt in Ambari 2.x (target)




                                                  Page 18
Release Schedule and Info
•   Ambari 1.2.2 (pending release)
•   Ambari 1.2.3 (2-3 weeks)
•   Ambari 1.3.0 (May)
•   Ambari 1.4.0 (TBD)
•   Links
     – Website
           – http://incubator.apache.org/ambari/
     – Mailing Lists
           – http://incubator.apache.org/ambari/mail-lists.html
     – Development Wiki
           – https://cwiki.apache.org/confluence/display/AMBARI
           – Looking for Apache contributors




          < Place tittle Here by using Header and Footer Options >
                                                                     Page 19
Thank you.
@mahadevkonar
@pramodthangali




    Architecting the Future of Big Data
                                          Page
    © Hortonworks Inc. 2012

Contenu connexe

Tendances

Discover.hdp2.2.ambari.final[1]
Discover.hdp2.2.ambari.final[1]Discover.hdp2.2.ambari.final[1]
Discover.hdp2.2.ambari.final[1]Hortonworks
 
Apache Ambari BOF - Overview - Hadoop Summit 2013
Apache Ambari BOF - Overview - Hadoop Summit 2013Apache Ambari BOF - Overview - Hadoop Summit 2013
Apache Ambari BOF - Overview - Hadoop Summit 2013Hortonworks
 
2015 zData Inc. - Apache Ambari Overview
2015 zData Inc. - Apache Ambari Overview2015 zData Inc. - Apache Ambari Overview
2015 zData Inc. - Apache Ambari OverviewzData Inc.
 
Apache Ambari - What's New in 1.7.0
Apache Ambari - What's New in 1.7.0Apache Ambari - What's New in 1.7.0
Apache Ambari - What's New in 1.7.0Hortonworks
 
zData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot ProgramszData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot ProgramszData Inc.
 
Ambari: Agent Registration Flow
Ambari: Agent Registration FlowAmbari: Agent Registration Flow
Ambari: Agent Registration Flowjsposetti
 
Apache Ambari - What's New in 2.1
Apache Ambari - What's New in 2.1Apache Ambari - What's New in 2.1
Apache Ambari - What's New in 2.1Hortonworks
 
Apache Ambari: Past, Present, Future
Apache Ambari: Past, Present, FutureApache Ambari: Past, Present, Future
Apache Ambari: Past, Present, FutureHortonworks
 
Apache Ambari - What's New in 2.0.0
Apache Ambari - What's New in 2.0.0Apache Ambari - What's New in 2.0.0
Apache Ambari - What's New in 2.0.0Hortonworks
 
Past, Present and Future of Apache Ambari
Past, Present and Future of Apache AmbariPast, Present and Future of Apache Ambari
Past, Present and Future of Apache AmbariArtem Ervits
 
Ambari Meetup: Ambari Futures
Ambari Meetup: Ambari FuturesAmbari Meetup: Ambari Futures
Ambari Meetup: Ambari FuturesHortonworks
 
Apache Ambari - What's New in 1.5.0
Apache Ambari - What's New in 1.5.0Apache Ambari - What's New in 1.5.0
Apache Ambari - What's New in 1.5.0Hortonworks
 
Hortonworks Technical Workshop: Apache Ambari
Hortonworks Technical Workshop:   Apache AmbariHortonworks Technical Workshop:   Apache Ambari
Hortonworks Technical Workshop: Apache AmbariHortonworks
 
Apache Ambari - What's New in 1.4.3
Apache Ambari - What's New in 1.4.3Apache Ambari - What's New in 1.4.3
Apache Ambari - What's New in 1.4.3Hortonworks
 
Accumulo Summit 2014: Monitoring Apache Accumulo
Accumulo Summit 2014: Monitoring Apache AccumuloAccumulo Summit 2014: Monitoring Apache Accumulo
Accumulo Summit 2014: Monitoring Apache AccumuloAccumulo Summit
 
Managing Enterprise Hadoop Clusters with Apache Ambari
Managing Enterprise Hadoop Clusters with Apache AmbariManaging Enterprise Hadoop Clusters with Apache Ambari
Managing Enterprise Hadoop Clusters with Apache AmbariJayush Luniya
 
Apache Ambari: Simplified Hadoop Cluster Operation & Troubleshooting
Apache Ambari: Simplified Hadoop Cluster Operation & TroubleshootingApache Ambari: Simplified Hadoop Cluster Operation & Troubleshooting
Apache Ambari: Simplified Hadoop Cluster Operation & TroubleshootingJayush Luniya
 
Apache Ambari - What's New in 1.4.2
Apache Ambari - What's New in 1.4.2Apache Ambari - What's New in 1.4.2
Apache Ambari - What's New in 1.4.2Hortonworks
 
Apache Ambari Stack Extensibility
Apache Ambari Stack ExtensibilityApache Ambari Stack Extensibility
Apache Ambari Stack ExtensibilityJayush Luniya
 
Hortonworks Technical Workshop: Interactive Query with Apache Hive
Hortonworks Technical Workshop: Interactive Query with Apache Hive Hortonworks Technical Workshop: Interactive Query with Apache Hive
Hortonworks Technical Workshop: Interactive Query with Apache Hive Hortonworks
 

Tendances (20)

Discover.hdp2.2.ambari.final[1]
Discover.hdp2.2.ambari.final[1]Discover.hdp2.2.ambari.final[1]
Discover.hdp2.2.ambari.final[1]
 
Apache Ambari BOF - Overview - Hadoop Summit 2013
Apache Ambari BOF - Overview - Hadoop Summit 2013Apache Ambari BOF - Overview - Hadoop Summit 2013
Apache Ambari BOF - Overview - Hadoop Summit 2013
 
2015 zData Inc. - Apache Ambari Overview
2015 zData Inc. - Apache Ambari Overview2015 zData Inc. - Apache Ambari Overview
2015 zData Inc. - Apache Ambari Overview
 
Apache Ambari - What's New in 1.7.0
Apache Ambari - What's New in 1.7.0Apache Ambari - What's New in 1.7.0
Apache Ambari - What's New in 1.7.0
 
zData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot ProgramszData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot Programs
 
Ambari: Agent Registration Flow
Ambari: Agent Registration FlowAmbari: Agent Registration Flow
Ambari: Agent Registration Flow
 
Apache Ambari - What's New in 2.1
Apache Ambari - What's New in 2.1Apache Ambari - What's New in 2.1
Apache Ambari - What's New in 2.1
 
Apache Ambari: Past, Present, Future
Apache Ambari: Past, Present, FutureApache Ambari: Past, Present, Future
Apache Ambari: Past, Present, Future
 
Apache Ambari - What's New in 2.0.0
Apache Ambari - What's New in 2.0.0Apache Ambari - What's New in 2.0.0
Apache Ambari - What's New in 2.0.0
 
Past, Present and Future of Apache Ambari
Past, Present and Future of Apache AmbariPast, Present and Future of Apache Ambari
Past, Present and Future of Apache Ambari
 
Ambari Meetup: Ambari Futures
Ambari Meetup: Ambari FuturesAmbari Meetup: Ambari Futures
Ambari Meetup: Ambari Futures
 
Apache Ambari - What's New in 1.5.0
Apache Ambari - What's New in 1.5.0Apache Ambari - What's New in 1.5.0
Apache Ambari - What's New in 1.5.0
 
Hortonworks Technical Workshop: Apache Ambari
Hortonworks Technical Workshop:   Apache AmbariHortonworks Technical Workshop:   Apache Ambari
Hortonworks Technical Workshop: Apache Ambari
 
Apache Ambari - What's New in 1.4.3
Apache Ambari - What's New in 1.4.3Apache Ambari - What's New in 1.4.3
Apache Ambari - What's New in 1.4.3
 
Accumulo Summit 2014: Monitoring Apache Accumulo
Accumulo Summit 2014: Monitoring Apache AccumuloAccumulo Summit 2014: Monitoring Apache Accumulo
Accumulo Summit 2014: Monitoring Apache Accumulo
 
Managing Enterprise Hadoop Clusters with Apache Ambari
Managing Enterprise Hadoop Clusters with Apache AmbariManaging Enterprise Hadoop Clusters with Apache Ambari
Managing Enterprise Hadoop Clusters with Apache Ambari
 
Apache Ambari: Simplified Hadoop Cluster Operation & Troubleshooting
Apache Ambari: Simplified Hadoop Cluster Operation & TroubleshootingApache Ambari: Simplified Hadoop Cluster Operation & Troubleshooting
Apache Ambari: Simplified Hadoop Cluster Operation & Troubleshooting
 
Apache Ambari - What's New in 1.4.2
Apache Ambari - What's New in 1.4.2Apache Ambari - What's New in 1.4.2
Apache Ambari - What's New in 1.4.2
 
Apache Ambari Stack Extensibility
Apache Ambari Stack ExtensibilityApache Ambari Stack Extensibility
Apache Ambari Stack Extensibility
 
Hortonworks Technical Workshop: Interactive Query with Apache Hive
Hortonworks Technical Workshop: Interactive Query with Apache Hive Hortonworks Technical Workshop: Interactive Query with Apache Hive
Hortonworks Technical Workshop: Interactive Query with Apache Hive
 

En vedette

Deploying and Managing Hadoop Clusters with AMBARI
Deploying and Managing Hadoop Clusters with AMBARIDeploying and Managing Hadoop Clusters with AMBARI
Deploying and Managing Hadoop Clusters with AMBARIDataWorks Summit
 
Building Multi-tenant, Configurable, High Quality Applications on .NET for an...
Building Multi-tenant, Configurable, High Quality Applications on .NET for an...Building Multi-tenant, Configurable, High Quality Applications on .NET for an...
Building Multi-tenant, Configurable, High Quality Applications on .NET for an...Techcello
 
AngularJS Compile Process
AngularJS Compile ProcessAngularJS Compile Process
AngularJS Compile ProcessEyal Vardi
 
Get Hip with JHipster - Denver JUG 2015
Get Hip with JHipster - Denver JUG 2015Get Hip with JHipster - Denver JUG 2015
Get Hip with JHipster - Denver JUG 2015Matt Raible
 
Deploying JHipster Microservices
Deploying JHipster MicroservicesDeploying JHipster Microservices
Deploying JHipster MicroservicesJoe Kutner
 
Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters
Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters
Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters Hortonworks
 

En vedette (7)

Deploying and Managing Hadoop Clusters with AMBARI
Deploying and Managing Hadoop Clusters with AMBARIDeploying and Managing Hadoop Clusters with AMBARI
Deploying and Managing Hadoop Clusters with AMBARI
 
Building Multi-tenant, Configurable, High Quality Applications on .NET for an...
Building Multi-tenant, Configurable, High Quality Applications on .NET for an...Building Multi-tenant, Configurable, High Quality Applications on .NET for an...
Building Multi-tenant, Configurable, High Quality Applications on .NET for an...
 
AngularJS Compile Process
AngularJS Compile ProcessAngularJS Compile Process
AngularJS Compile Process
 
Get Hip with JHipster - Denver JUG 2015
Get Hip with JHipster - Denver JUG 2015Get Hip with JHipster - Denver JUG 2015
Get Hip with JHipster - Denver JUG 2015
 
Deploying JHipster Microservices
Deploying JHipster MicroservicesDeploying JHipster Microservices
Deploying JHipster Microservices
 
Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters
Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters
Discover HDP 2.1: Using Apache Ambari to Manage Hadoop Clusters
 
Edge architecture ieee international conference on cloud engineering
Edge architecture   ieee international conference on cloud engineeringEdge architecture   ieee international conference on cloud engineering
Edge architecture ieee international conference on cloud engineering
 

Similaire à Apache Ambari – Management, Monitoring and Operations Summary

Ambari hadoop-ops-meetup-2013-09-19.final
Ambari hadoop-ops-meetup-2013-09-19.finalAmbari hadoop-ops-meetup-2013-09-19.final
Ambari hadoop-ops-meetup-2013-09-19.finalChris Westin
 
Tuning Apache Ambari performance for Big Data at scale with 3000 agents
Tuning Apache Ambari performance for Big Data at scale with 3000 agentsTuning Apache Ambari performance for Big Data at scale with 3000 agents
Tuning Apache Ambari performance for Big Data at scale with 3000 agentsDataWorks Summit
 
Tuning Apache Ambari Performance for Big Data at Scale with 3,000 Agents
Tuning Apache Ambari Performance for Big Data at Scale with 3,000 AgentsTuning Apache Ambari Performance for Big Data at Scale with 3,000 Agents
Tuning Apache Ambari Performance for Big Data at Scale with 3,000 AgentsAlejandro Fernandez
 
Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...
Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...
Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...IndicThreads
 
Self-Service Provisioning and Hadoop Management with Apache Ambari
Self-Service Provisioning and  Hadoop Management with Apache AmbariSelf-Service Provisioning and  Hadoop Management with Apache Ambari
Self-Service Provisioning and Hadoop Management with Apache AmbariDataWorks Summit
 
CloudStack Collaboration Conference 12; Refactoring cloud stack
CloudStack Collaboration Conference 12; Refactoring cloud stackCloudStack Collaboration Conference 12; Refactoring cloud stack
CloudStack Collaboration Conference 12; Refactoring cloud stackbuildacloud
 
ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012
ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012
ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012Amazon Web Services
 
Developer's Most Frequent Hadoop Headaches & How to Address Them__HadoopSumm...
Developer's Most Frequent Hadoop Headaches &  How to Address Them__HadoopSumm...Developer's Most Frequent Hadoop Headaches &  How to Address Them__HadoopSumm...
Developer's Most Frequent Hadoop Headaches & How to Address Them__HadoopSumm...Yahoo Developer Network
 
Apache Ambari - What's New in 1.6.0
Apache Ambari - What's New in 1.6.0Apache Ambari - What's New in 1.6.0
Apache Ambari - What's New in 1.6.0Hortonworks
 
Apache Hadoop YARN State of the Union
Apache Hadoop YARN State of the UnionApache Hadoop YARN State of the Union
Apache Hadoop YARN State of the UnionWeiwei Yang
 
eBay From Ground Level to the Clouds
eBay From Ground Level to the CloudseBay From Ground Level to the Clouds
eBay From Ground Level to the CloudsX.commerce
 
Introducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar Series
Introducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar SeriesIntroducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar Series
Introducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar SeriesAmazon Web Services
 
Play with cloud foundry
Play with cloud foundryPlay with cloud foundry
Play with cloud foundryPeng Wan
 
Deploying, Scaling, and Managing Many Instances of SugarCRM in the Cloud
Deploying, Scaling, and Managing Many Instances of SugarCRM in the CloudDeploying, Scaling, and Managing Many Instances of SugarCRM in the Cloud
Deploying, Scaling, and Managing Many Instances of SugarCRM in the CloudTobias Kunze Briseño
 
Appscale at CLOUDCOMP '09
Appscale at CLOUDCOMP '09Appscale at CLOUDCOMP '09
Appscale at CLOUDCOMP '09Chris Bunch
 
MariaDB on Docker
MariaDB on DockerMariaDB on Docker
MariaDB on DockerMariaDB plc
 
Amdatu - ApacheCon NA 2011
Amdatu - ApacheCon NA 2011Amdatu - ApacheCon NA 2011
Amdatu - ApacheCon NA 2011Bram de Kruijff
 
CloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlue
CloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlueCloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlue
CloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlueShapeBlue
 

Similaire à Apache Ambari – Management, Monitoring and Operations Summary (20)

Ambari hadoop-ops-meetup-2013-09-19.final
Ambari hadoop-ops-meetup-2013-09-19.finalAmbari hadoop-ops-meetup-2013-09-19.final
Ambari hadoop-ops-meetup-2013-09-19.final
 
apiGrove
apiGroveapiGrove
apiGrove
 
Tuning Apache Ambari performance for Big Data at scale with 3000 agents
Tuning Apache Ambari performance for Big Data at scale with 3000 agentsTuning Apache Ambari performance for Big Data at scale with 3000 agents
Tuning Apache Ambari performance for Big Data at scale with 3000 agents
 
Tuning Apache Ambari Performance for Big Data at Scale with 3,000 Agents
Tuning Apache Ambari Performance for Big Data at Scale with 3,000 AgentsTuning Apache Ambari Performance for Big Data at Scale with 3,000 Agents
Tuning Apache Ambari Performance for Big Data at Scale with 3,000 Agents
 
Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...
Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...
Scalable Architecture on Amazon AWS Cloud - Indicthreads cloud computing conf...
 
Ambari
AmbariAmbari
Ambari
 
Self-Service Provisioning and Hadoop Management with Apache Ambari
Self-Service Provisioning and  Hadoop Management with Apache AmbariSelf-Service Provisioning and  Hadoop Management with Apache Ambari
Self-Service Provisioning and Hadoop Management with Apache Ambari
 
CloudStack Collaboration Conference 12; Refactoring cloud stack
CloudStack Collaboration Conference 12; Refactoring cloud stackCloudStack Collaboration Conference 12; Refactoring cloud stack
CloudStack Collaboration Conference 12; Refactoring cloud stack
 
ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012
ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012
ARC301 Intro to Chaos Monkey & the Simian Army - AWS re: Invent 2012
 
Developer's Most Frequent Hadoop Headaches & How to Address Them__HadoopSumm...
Developer's Most Frequent Hadoop Headaches &  How to Address Them__HadoopSumm...Developer's Most Frequent Hadoop Headaches &  How to Address Them__HadoopSumm...
Developer's Most Frequent Hadoop Headaches & How to Address Them__HadoopSumm...
 
Apache Ambari - What's New in 1.6.0
Apache Ambari - What's New in 1.6.0Apache Ambari - What's New in 1.6.0
Apache Ambari - What's New in 1.6.0
 
Apache Hadoop YARN State of the Union
Apache Hadoop YARN State of the UnionApache Hadoop YARN State of the Union
Apache Hadoop YARN State of the Union
 
eBay From Ground Level to the Clouds
eBay From Ground Level to the CloudseBay From Ground Level to the Clouds
eBay From Ground Level to the Clouds
 
Introducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar Series
Introducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar SeriesIntroducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar Series
Introducing Amazon EMR Release 5.0 - August 2016 Monthly Webinar Series
 
Play with cloud foundry
Play with cloud foundryPlay with cloud foundry
Play with cloud foundry
 
Deploying, Scaling, and Managing Many Instances of SugarCRM in the Cloud
Deploying, Scaling, and Managing Many Instances of SugarCRM in the CloudDeploying, Scaling, and Managing Many Instances of SugarCRM in the Cloud
Deploying, Scaling, and Managing Many Instances of SugarCRM in the Cloud
 
Appscale at CLOUDCOMP '09
Appscale at CLOUDCOMP '09Appscale at CLOUDCOMP '09
Appscale at CLOUDCOMP '09
 
MariaDB on Docker
MariaDB on DockerMariaDB on Docker
MariaDB on Docker
 
Amdatu - ApacheCon NA 2011
Amdatu - ApacheCon NA 2011Amdatu - ApacheCon NA 2011
Amdatu - ApacheCon NA 2011
 
CloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlue
CloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlueCloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlue
CloudStack Tooling Ecosystem – Kiran Chavala, ShapeBlue
 

Plus de DataWorks Summit

Floating on a RAFT: HBase Durability with Apache Ratis
Floating on a RAFT: HBase Durability with Apache RatisFloating on a RAFT: HBase Durability with Apache Ratis
Floating on a RAFT: HBase Durability with Apache RatisDataWorks Summit
 
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFiTracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFiDataWorks Summit
 
HBase Tales From the Trenches - Short stories about most common HBase operati...
HBase Tales From the Trenches - Short stories about most common HBase operati...HBase Tales From the Trenches - Short stories about most common HBase operati...
HBase Tales From the Trenches - Short stories about most common HBase operati...DataWorks Summit
 
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...DataWorks Summit
 
Managing the Dewey Decimal System
Managing the Dewey Decimal SystemManaging the Dewey Decimal System
Managing the Dewey Decimal SystemDataWorks Summit
 
Practical NoSQL: Accumulo's dirlist Example
Practical NoSQL: Accumulo's dirlist ExamplePractical NoSQL: Accumulo's dirlist Example
Practical NoSQL: Accumulo's dirlist ExampleDataWorks Summit
 
HBase Global Indexing to support large-scale data ingestion at Uber
HBase Global Indexing to support large-scale data ingestion at UberHBase Global Indexing to support large-scale data ingestion at Uber
HBase Global Indexing to support large-scale data ingestion at UberDataWorks Summit
 
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Scaling Cloud-Scale Translytics Workloads with Omid and PhoenixScaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Scaling Cloud-Scale Translytics Workloads with Omid and PhoenixDataWorks Summit
 
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFiBuilding the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFiDataWorks Summit
 
Supporting Apache HBase : Troubleshooting and Supportability Improvements
Supporting Apache HBase : Troubleshooting and Supportability ImprovementsSupporting Apache HBase : Troubleshooting and Supportability Improvements
Supporting Apache HBase : Troubleshooting and Supportability ImprovementsDataWorks Summit
 
Security Framework for Multitenant Architecture
Security Framework for Multitenant ArchitectureSecurity Framework for Multitenant Architecture
Security Framework for Multitenant ArchitectureDataWorks Summit
 
Presto: Optimizing Performance of SQL-on-Anything Engine
Presto: Optimizing Performance of SQL-on-Anything EnginePresto: Optimizing Performance of SQL-on-Anything Engine
Presto: Optimizing Performance of SQL-on-Anything EngineDataWorks Summit
 
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...DataWorks Summit
 
Extending Twitter's Data Platform to Google Cloud
Extending Twitter's Data Platform to Google CloudExtending Twitter's Data Platform to Google Cloud
Extending Twitter's Data Platform to Google CloudDataWorks Summit
 
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
Event-Driven Messaging and Actions using Apache Flink and Apache NiFiEvent-Driven Messaging and Actions using Apache Flink and Apache NiFi
Event-Driven Messaging and Actions using Apache Flink and Apache NiFiDataWorks Summit
 
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Securing Data in Hybrid on-premise and Cloud Environments using Apache RangerSecuring Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Securing Data in Hybrid on-premise and Cloud Environments using Apache RangerDataWorks Summit
 
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...DataWorks Summit
 
Computer Vision: Coming to a Store Near You
Computer Vision: Coming to a Store Near YouComputer Vision: Coming to a Store Near You
Computer Vision: Coming to a Store Near YouDataWorks Summit
 
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Big Data Genomics: Clustering Billions of DNA Sequences with Apache SparkBig Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Big Data Genomics: Clustering Billions of DNA Sequences with Apache SparkDataWorks Summit
 

Plus de DataWorks Summit (20)

Data Science Crash Course
Data Science Crash CourseData Science Crash Course
Data Science Crash Course
 
Floating on a RAFT: HBase Durability with Apache Ratis
Floating on a RAFT: HBase Durability with Apache RatisFloating on a RAFT: HBase Durability with Apache Ratis
Floating on a RAFT: HBase Durability with Apache Ratis
 
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFiTracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
 
HBase Tales From the Trenches - Short stories about most common HBase operati...
HBase Tales From the Trenches - Short stories about most common HBase operati...HBase Tales From the Trenches - Short stories about most common HBase operati...
HBase Tales From the Trenches - Short stories about most common HBase operati...
 
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
 
Managing the Dewey Decimal System
Managing the Dewey Decimal SystemManaging the Dewey Decimal System
Managing the Dewey Decimal System
 
Practical NoSQL: Accumulo's dirlist Example
Practical NoSQL: Accumulo's dirlist ExamplePractical NoSQL: Accumulo's dirlist Example
Practical NoSQL: Accumulo's dirlist Example
 
HBase Global Indexing to support large-scale data ingestion at Uber
HBase Global Indexing to support large-scale data ingestion at UberHBase Global Indexing to support large-scale data ingestion at Uber
HBase Global Indexing to support large-scale data ingestion at Uber
 
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Scaling Cloud-Scale Translytics Workloads with Omid and PhoenixScaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
 
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFiBuilding the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
 
Supporting Apache HBase : Troubleshooting and Supportability Improvements
Supporting Apache HBase : Troubleshooting and Supportability ImprovementsSupporting Apache HBase : Troubleshooting and Supportability Improvements
Supporting Apache HBase : Troubleshooting and Supportability Improvements
 
Security Framework for Multitenant Architecture
Security Framework for Multitenant ArchitectureSecurity Framework for Multitenant Architecture
Security Framework for Multitenant Architecture
 
Presto: Optimizing Performance of SQL-on-Anything Engine
Presto: Optimizing Performance of SQL-on-Anything EnginePresto: Optimizing Performance of SQL-on-Anything Engine
Presto: Optimizing Performance of SQL-on-Anything Engine
 
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
 
Extending Twitter's Data Platform to Google Cloud
Extending Twitter's Data Platform to Google CloudExtending Twitter's Data Platform to Google Cloud
Extending Twitter's Data Platform to Google Cloud
 
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
Event-Driven Messaging and Actions using Apache Flink and Apache NiFiEvent-Driven Messaging and Actions using Apache Flink and Apache NiFi
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
 
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Securing Data in Hybrid on-premise and Cloud Environments using Apache RangerSecuring Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
 
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
 
Computer Vision: Coming to a Store Near You
Computer Vision: Coming to a Store Near YouComputer Vision: Coming to a Store Near You
Computer Vision: Coming to a Store Near You
 
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Big Data Genomics: Clustering Billions of DNA Sequences with Apache SparkBig Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
 

Dernier

[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
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
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
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
 
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
 
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
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
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
 
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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
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
 
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
 
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
 
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
 
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
 
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
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 

Dernier (20)

[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
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
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.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...
 
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...
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
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
 
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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
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
 
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
 
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
 
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...
 
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
 
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
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 

Apache Ambari – Management, Monitoring and Operations Summary

  • 1. Apache Ambari – Management, Monitoring and Operations Mahadev Konar Co Founder & Software Engineer @mahadevkonar (@hortonworks) Pramod Thangali Director of Engineering @pramodthangali (@hortonworks) Page 1
  • 2. Hello! • Hadoop – Contributor since 2006 – Committer/PMC • ZooKeeper – Contributor since 2008 – Committer/PMC • Ambari – Contributor since 2012 – Committer/PPMC Page 2
  • 3. Ambari Easiest way to manage Hadoop Clusters Cluster Operations Job Diagnostics Extensible Platform Core capabilities to include the Insight into job performance and Integration and customization critical tasks associated with reduce the burden on points so Hadoop can provisioning and operating specialized Hadoop skills and interoperate with existing Hadoop clusters. knowledge. operational tooling. Page 3
  • 4. Architecture Web Client REST API JS Ambari /clusters Web Configurable java Ambari Auth Provider Server Auth Provider Cluster REST API Configurations RDBMS Request Dispatcher LDAP DB User postgres Orchestrator Monitoring Repo Bootstrap or Manual install python Ambari Ganglia php puppet Agent/s Collector Page 4
  • 5. API’s API’s and API’s http://{your.ambari.server}:8080 Clusters /api/v1/clusters Services /api/v1/clusters/mycluster/services Components /api/v1/clusters/mycluster/services/hdfs/components/namenode Hosts /api/v1/clusters/mycluster/hosts Host-Components /api/v1/clusters/mycluster/hosts/host1/host_components https://github.com/apache/ambari/blob/branch-1.2/ambari-server/docs/api/v1/index.md Page 5
  • 6. How to plug into the API’s • Consistent front-end REST API for –Accessing Hadoop and System metrics –Managing cluster resources • Service provider plugin architecture to enable –Adding new components and resources –Providing alternative service providers to manage existing components < Place tittle Here by using Header and Footer Options > Page 6
  • 7. Enabling Integration Scenarios • Expand REST API “ZERO TOUCH” INSTALLS Blueprint Ambari Cluster “LIGHTS OUT” WORKFLOWS Alarm Decom Inform AVOID CONFIGURATION “DRIFT” Change Apply Callback “BRING MY OWN” SCENARIOS Custom Provider Page 7
  • 8. Ambari + Teradata Viewpoint Integration • Integrate with Ambari to provide Monitoring REST API • Use Ganglia for metrics collection • No Ambari mgmt controls • No Ambari UI • No Ambari Agents P HDP Cluster Ambari Custom P Page 8
  • 9. Extending Ambari – Adding new services • Stack Definitions – Define which Services are available (services) – Define where to get the packages (repos) repos Stack A services S S S S S repos Stack B services S S S S repos Stack C extends Stack A S S S S S S services + Page 9
  • 10. Demo Page 10
  • 11. Ambari RoadMap • Releases –Ambari 1.2.0 –Ambari 1.2.1 –Ambari 1.2.2 (under vote) –Ambari 1.2.3 (under development for stability fixes) • Ambari 1.3.0 • Ambari 1.4.0 • Futures < Place tittle Here by using Header and Footer Options > Page 11
  • 12. Ambari 1.2.2 – whats new • Bug Fixes to 1.2 line • Host-level Alerts • Paging Controls on Zoomed Graphs • Change Ambari Web Port # • Support for AD Authentication • Quicker Install/Start/Test progress display • Upgrade Paths – 1.2.0  1.2.2 and 1.2.1  1.2.2 • Performance – Optimized deployment + monitoring on clusters < Place tittle Here by using Header and Footer Options > Page 12
  • 13. Host Level Alerts • Host-specific alerts • For example: – TaskTracker process, DataNode process, DataNode Storage < Place tittle Here by using Header and Footer Options > Page 13
  • 14. Paging Controls on Zoomed Graphs Last 1 Hour Last 12 Hours Last 2 Hours Last 24 Hours Last 4 Hours Last 1 Week Page 14
  • 15. Ambari 1.3 • Manage Kerberos Secure Cluster • Managed Stack Upgrade • Disaster protection service via HDFS mirroring • Multi-tenancy support via capacity Scheduler • Improved Configuration Mgmt with host-level controls • Master service mobility to ease hardware maintenance < Place tittle Here by using Header and Footer Options > Page 15
  • 16. Ambari 1.3 continued • External group mappings (LDAP/AD) • Support API and external driven cluster Installation Management • Enhanced Job Diagnostic visualizations • HUE Support for Hadoop data workers Page 16
  • 17. Multi Tenancy Support • Compute resource quotas – Managed via Capacity Scheduler and used in PROD at Yahoo! – Basic configuration support in Ambari 1.3 – Visualization for Queue Diagnostics in Ambari 1.4 (target) Page 17
  • 18. Multi Tenancy Support – User and Data Management • Disk and Name space quotas • Support for quota mgmt in Ambari 2.x (target) Page 18
  • 19. Release Schedule and Info • Ambari 1.2.2 (pending release) • Ambari 1.2.3 (2-3 weeks) • Ambari 1.3.0 (May) • Ambari 1.4.0 (TBD) • Links – Website – http://incubator.apache.org/ambari/ – Mailing Lists – http://incubator.apache.org/ambari/mail-lists.html – Development Wiki – https://cwiki.apache.org/confluence/display/AMBARI – Looking for Apache contributors < Place tittle Here by using Header and Footer Options > Page 19
  • 20. Thank you. @mahadevkonar @pramodthangali Architecting the Future of Big Data Page © Hortonworks Inc. 2012