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Breaking The Clustering Limits @ AlphaCSP JavaEdge 2007

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Baruch Sadogursky
Baruch Sadogursky

The document discusses the evolution of clustering in Java applications. It describes how early clustering solutions focused on replicating state between nodes for scalability and failover. More modern approaches use data grids, computational grids, and clustered virtual machines to distribute data and processing across nodes for improved performance and resource utilization. A variety of open source and commercial implementations are presented, including EHCache, GlassFish Shoal, Oracle Coherence, JBoss POJO Cache, GigaSpaces, and Terracotta.

Technology
1 of 61
 
Breaking the Clustering Limits Baruch Sadogursky Consultant, AlphaCSP
Cluster at NASA
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Clustering Definition ,[object Object],[object Object],[object Object],[object Object]
Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Why Clustering? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Accessing Data ,[object Object],[object Object]
Evolution of Clustering in Java ,[object Object],[object Object],[object Object]
Classical Clustering ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Coordinating the Cluster ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Scary, scary clustering ,[object Object],[object Object]
Clustered Caches Drawbacks ,[object Object],[object Object],[object Object],[object Object]
Clustered Caches Drawbacks ,[object Object],[object Object],[object Object],[object Object],[object Object]
Evolution of Clustering in Java ,[object Object],[object Object],[object Object]
From Cache to Grid Computing ,[object Object],[object Object],[object Object]
From Cache to Grid Computing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Grid Types
Data Grids
Data Grids ,[object Object],[object Object],[object Object],[object Object],[object Object]
Computational Grids
Computational Grids ,[object Object],[object Object],[object Object]
Functional Languages and Grids ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Master/Worker
Map/Reduce
Map/Reduce Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Map/Reduce Example ,[object Object],[object Object],[object Object]
Java ComputeGrid Vision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Java ComputeGrid Vision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Implementations
EHCache
EHCache ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
EHCache Example
GlassFish Shoal
GlassFish Shoal ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
JXTA Usage in Shoal
Oracle Tangosol Coherence
Oracle Tangosol Coherence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Coherence Data Grid
Oracle Tangosol Coherence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Oracle Tangosol Coherence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
JBoss POJO Cache
JBoss POJO Cache ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
JBoss POJO Cache ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
JBoss POJO Cache Usage
JGroups Configuration
GigaSpaces
GigaSpaces ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GigaSpaces XAP ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GigaSpaces XAP
OpenTerracotta
OpenTerracotta ,[object Object],[object Object]
OpenTerracotta ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
JVM Level Simulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
OpenTerracotta ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
OpenTerracotta Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Terracotta Client/Server
Terracotta Demo
Other Solutions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object],[object Object]
[object Object]

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