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Plans for 0.7.0 release

  • Fault-Tolerant System
  • Spilling Queue
  • CPU Efficient Message Compression
  • Netty-based Hama RPC
  • Support GPU acceleration
  • NoSQL Input Formatters
  • HAMA-783: Efficient InMemory Storage for Vertices
  • Add Hama to BigTop distribution

Plans for 0.6.3 release

  • 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

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

  • Add Machine learning/Matrix/Graph examples e.g., PSVM, Semi-clustering, Classification, ..., etc.
  • and Fix bugs
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