Plans for 0.7.0 release
- Fault-Tolerant System
- Spilling Queue
- 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
- Related with http://wiki.apache.org/hama/CommunicationPatterns
- Add Machine learning/Matrix/Graph examples e.g., PSVM, Semi-clustering, Classification, ..., etc.
- and Fix bugs