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Effective Hadoop Cluster Management - Impetus Webinar
1.
Impetus Technologies Inc.
1 © 2014 Impetus Technologies Effective Hadoop Cluster Management Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
2.
Outline • HadoopTM
- Quick overview • HadoopTM clusters • Addressing the HadoopTM cluster challenges – Operational – Cluster Setup – Cluster Management – Cluster Sharing • Quick provisioning of Cloud-based HadoopTM clusters • Available solutions for cluster setup and management 2 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
3.
Hadoop Overview
Hadoop Nodes, roles, services Configurations & modes Hadoop sub-components Feature / Cluster Mode 3 © 2014 Impetus Technologies Production Development & Testing usage Distributed Pseudo Distributed Standalone How Services Run Truly Distributed Single Machine - Separate Java processes Single Java Process HDFS Yes Yes No (Uses local File System) Replication Yes No No XML Conf Init required Yes Yes No Services Start/Stop req. Yes Yes No Node addition Yes No No Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
4.
Hadoop Cluster- The
Pain Areas • Operations • Cluster setup • Cluster management • HadoopTM compatibility • Cluster sharing 4 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
5.
Hadoop Cluster- What
is Missing? • Automation • Setup support • User friendly interface • Cluster management capabilities – Centralized management for multiple clusters • Monitoring & notifications support • Provision for cluster sharing 5 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
6.
Hadoop Cluster- Key
Challenges Operations Challenges – Manual operations – Console based interface Addressing Challenges – Automated activities – User friendly GUI as an alternate interface 6 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
7.
Hadoop Cluster- Key
Challenges Cluster Setup Challenges Manual execution Interactive setup Setup procedure varies as per the situation Set-up environment - Cloud & local clusters Addressing the challenges Context aware, non-interactive automation HadoopTM components initialization Click based cluster provisioning 7 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
8.
Quick Provisioning of
Cloud Clusters Understanding the difference Action Cloud Clusters Local Clusters Instances Launch Required --- N.A. --- Required additional Info 8 © 2014 Impetus Technologies Machine image, Instance type, Security groups, Key Cluster machine types Homogeneous/ Heterogeneous Homogeneous /Heterogeneous OS Normally same Could be different Java Same on all Could be different Password-less SSH Setup Already Exists Setup Required Hadoop Components Setup of components nearly remains same in both case Instances Termination Required, if requested --- N.A. --- Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
9.
Quick Provisioning of
Cloud Clusters Challenges – Manual operation – Efforts increases with cluster size – Interface switching Addressing the Challenges • Automated provisioning – Scripts – Cloud APIs 9 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
10.
Hadoop Cluster- Key
Challenges Cluster Management Challenges Lack of appropriate management support Addressing the challenges Support for managing Configuration Nodes & services Jobs Keys & users Monitoring & notifications 10 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
11.
Hadoop Cluster- Key
Challenges HadoopTM Compatibility & Issues Challenges Version compatibility Cluster modes Version, vendor, bundle format differences Vendor specific features Addressing the challenges Workaround solution for compatibility issues Automation for version, vendor, bundle format Context aware management support Vendor specific tools 11 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
12.
Hadoop Cluster- Key
Challenges Cluster Sharing Challenges Ways of sharing No sharing / Sharing with limited security Addressing these challenges Sharing through alternate interface Purpose specific role based sharing 12 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
13.
How HCM Tools
can Help? • Quick turnaround • Helps to minimize time, cost & efforts • Integrated support (setup, management & monitoring) • Easy execution • Proven usefulness in production & testing • Adhering to best practices 13 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
14.
How HCM Tools
can Help? Setup Automation for setup of Cluster Components local & cloud environments 14 © 2014 Impetus Technologies Management Nodes, Services, Configuration, Keys, Users, Jobs, Job Templates, Performance Tracking Upgrade, Auditing, Monitoring, Import/Export, Event Mail/Alerts/ Notifications, Active working Sharing Alternate access interface Role based access Security preserved Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
15.
Some Available Options
• Amazon Elastic Map-Reduce • Whirr • Cloudera SCM • Impetus Ankush 15 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
16.
Ankush- Impetus HCM
Tool 16 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
17.
Ankush: Key Features
• Centralized multiple cluster management • Common interface for cloud and local clusters • Integrated support for setup, management & cloud provisioning • Anytime-anywhere access to cluster functionalities • Cloud independent • Reduces cluster setup time by 60 - 80% • Bundle setup optimization 17 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
18.
Summary • Automation
facilitates smooth HadoopTMworking – Eases cloud cluster provisioning • Alternate UI enables secure cluster sharing • HadoopTM still in evolving stage • Cluster management tools for pertinent problem areas 18 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
19.
19 © 2014
Impetus Technologies About Impetus
20.
Our Expertise •
Strategic partners for software product engineering and R&D • Thought leaders in cutting-edge technologies • Mature processes and practices that are methodical, yet flexible • Diverse domain expertise 20 © 2014 Impetus Technologies Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51
21.
21 © 2014
Impetus Technologies Q & A
22.
22 © 2014
Impetus Technologies Thank You Write to us at inquiry@impetus.com Follow us on Twitter @impetustech Recorded version available at http://www.impetus.com/webinar_registration?event=archived&eid=51