Plans for

...

• Fault-Tolerant system
• GPU support
• Web UI improvement
• Handling Exceptions
• Documentation
  

Plans for 0.7.0 release

• Rewrite Graph module.
• Rewrite checkpoint recovery system.
• Fix trivial bugs.
• Performance and memory usage improvement
• Documentation and Evaluation
  

...

• .

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• Graph update operations
• Add Online CF and Semi-clustering examples
• HDFS 2.0 Compatibility
  

Long term Plans

Future works

• Spilling Queue
• Improve real-time usage
• Evaluation of large-scale Hama cluster
• Advanced job scheduler
• Fix YARN module

• Wiki Markup
  \[Research Task\] Advanced partitioning algorithms for distributing workloads of graph or matrix computations

  • Related with http://wiki.apache.org/hama/CommunicationPatterns
• Add Machine learning/Matrix/Graph examples e.g., PSVM, Semi-clustering, Classification, ..., etc.
• and Fix bugs