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12a architecture
1.
Cluster Architecture
7/6/2012 © 2012 MapR Technologies Architecture 1
2.
Architecture
Agenda • Architectural Layers • Storage Architecture • Services © 2012 MapR Technologies Architecture 2
3.
Architecture
Objectives At the end of this module you will be able to: • Describe the architectural layers and security features of MapR • Explain how the MapR lockless storage services work • List the different services running in a MapR cluster © 2012 MapR Technologies Architecture 3
4.
Architectural Layers © 2012
MapR Technologies Architecture 4
5.
Architectural Layers
MapReduce Lockless Storage Services Ecosystem & Applications Management Cluster Security © 2012 MapR Technologies Architecture 5
6.
MapReduce
JobTracker (with HA) TaskTrackers Direct Shuffle – RPC not HTTP Fully API-compliant with stock Hadoop © 2012 MapR Technologies Architecture 6
7.
Lockless Storage Services
API-compatible with HDFS – Java and C++ APIs Real-time read/write/append Multiple concurrent sessions NFS-mountable – Supports NFS version 3 and TCP Lockless storage services in pure C for performance Direct to hardware © 2012 MapR Technologies Architecture 7
8.
Hadoop Ecosystem and
Applications Most open Hadoop distribution Supports – HBase – Hive – Pig – Mahout – Oozie – Flume – Informatica Hparser – Datameer Analytics Solution – Karmasphere Analyst and Karmasphere Studio – MapR ODBC Connector to Hive – and more… © 2012 MapR Technologies Architecture 8
9.
Management
MapR Control System Command-Line Interface Rest API MapR Metrics 3rd Party integrations – Nagios – Ganglia © 2012 MapR Technologies Architecture 9
10.
Management - MapR
Control System 10 © 2012 MapR Technologies Architecture 10
11.
Management - MapR
Metrics Graphics on metrics about jobs, tasks, etc. – Histograms display the distribution of data about jobs and task attempts – Line charts provide historical data about jobs and task attempts © 2012 MapR Technologies Architecture 11
12.
Cluster Security
Security throughout the MapReduce stack – Non-Root user • All services run as MAPR_USER – Complies with SELinux policies – IP address whitelisting – Secured TaskTracker • Disallow certain user, all superusers, etc. – Integration with PAM © 2012 MapR Technologies Architecture 12
13.
Storage Architecture © 2012
MapR Technologies Architecture 13
14.
Lockless Storage Services
Nodes Disks – operating system vs. MapR Storage Pools Single addressable distributed namespace CLDB – Volumes – Containers – Blocks 12 TB 12 TB 12 TB / (Total Space = 36 TB) © 2012 MapR Technologies Architecture 14
15.
Services © 2012 MapR
Technologies Architecture 15
16.
Services
Administrative services – ZooKeeper – Warden – CLDB – JobTracker – WebServer – HBase Master Data processing services – FileServer – TaskTracker – HBase RegionServer – NFS* © 2012 MapR Technologies Architecture 16
17.
Questions © 2012 MapR
Technologies Architecture 17