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David Whitmarsh | Shadowmist Ltd
Case Study – An Oracle
Coherence Data Grid in
OSGi Containers
Background
• Investment bank client
• Post-trade Services
• Several distinct application services layered on a
set of common data services
• High Volumes (up to 3m events/day)
• Low Latency
Oracle Coherence
• Clustered in-memory data cache
• API extends java.util.Map
• Redundant storage of data – safe against node
or machine outage
• Primary data store in this application – not 2nd
level cache
• Internal use of “Portable Object Format” - POF
Hardware Topology
• Each node runs in a
container
• All nodes communicate
with all others by multicast
• Data nodes have 8Gb
heaps
• Application and Proxy
nodes are full grid
members but with local
storage of data disabled
Application Structure
Data Model Hierarchies
Conventional Coherence
Classpath Structure
• Stored object and serialisation classes normally
on classpath – accessible from Coherence code
• Support for specifying ClassLoader – used in JEE,
could be used in OSGi
Object Models as OSGi Services
• All touch points where Coherence needs to be aware of
a data object can be intercepted and delegated to OSGi
services.
• Cache configurations can be provided to Coherence via
an OSGi service.
Data Node Deployment
• On data nodes, coherence must still have access to
serialisation and cache configuration
POF Evolvable and code
releases
• POF supports an “Evolvable” model for
converting objects between old and new
versions both ways without data loss.
• Coherence “rolling upgrade” may take
considerable time for a large grid
• Serialisation via OSGi allows upgrade in-
place with no node restarts.
The Hard Bits - Coherence
• Coherence cache instances traditionally obtained via static
factory methods from a single global configuration.
– NamedCache cache = CacheFactory.getCache(cacheName);
• Static access methods used internally in some places
– Proxy service
– Messaging pattern
The Hard Bits - OSGi
• Managing one container per grid node
• Development tooling
– Eclipse? Maven? Bundlor? Bnd? Spring DM
tools?
• Version dependencies
• Embedding Jars within bundles
• Anomalously long startup time for DM server
under Eclipse on Windows
• Incomplete cleaning of state on restart
• Controlled shutdown – order of service removal
• Logging

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OSGi Community Event 2010 - Modular Applications on a Data Grid - A Case Study Using OSGi and Oracle Coherence

  • 1. David Whitmarsh | Shadowmist Ltd Case Study – An Oracle Coherence Data Grid in OSGi Containers
  • 2. Background • Investment bank client • Post-trade Services • Several distinct application services layered on a set of common data services • High Volumes (up to 3m events/day) • Low Latency
  • 3. Oracle Coherence • Clustered in-memory data cache • API extends java.util.Map • Redundant storage of data – safe against node or machine outage • Primary data store in this application – not 2nd level cache • Internal use of “Portable Object Format” - POF
  • 4. Hardware Topology • Each node runs in a container • All nodes communicate with all others by multicast • Data nodes have 8Gb heaps • Application and Proxy nodes are full grid members but with local storage of data disabled
  • 7. Conventional Coherence Classpath Structure • Stored object and serialisation classes normally on classpath – accessible from Coherence code • Support for specifying ClassLoader – used in JEE, could be used in OSGi
  • 8. Object Models as OSGi Services • All touch points where Coherence needs to be aware of a data object can be intercepted and delegated to OSGi services. • Cache configurations can be provided to Coherence via an OSGi service.
  • 9. Data Node Deployment • On data nodes, coherence must still have access to serialisation and cache configuration
  • 10. POF Evolvable and code releases • POF supports an “Evolvable” model for converting objects between old and new versions both ways without data loss. • Coherence “rolling upgrade” may take considerable time for a large grid • Serialisation via OSGi allows upgrade in- place with no node restarts.
  • 11. The Hard Bits - Coherence • Coherence cache instances traditionally obtained via static factory methods from a single global configuration. – NamedCache cache = CacheFactory.getCache(cacheName); • Static access methods used internally in some places – Proxy service – Messaging pattern
  • 12. The Hard Bits - OSGi • Managing one container per grid node • Development tooling – Eclipse? Maven? Bundlor? Bnd? Spring DM tools? • Version dependencies • Embedding Jars within bundles • Anomalously long startup time for DM server under Eclipse on Windows • Incomplete cleaning of state on restart • Controlled shutdown – order of service removal • Logging