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All Projects → hugegraph → hugegraph-computer

hugegraph / hugegraph-computer

Licence: Apache-2.0 license
A large-scale graph computing system, basic on disk/memory & integrate with graph database HugeGraph

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hugegraph-computer

License Build Status codecov Docker Pulls

hugegraph-computer is a distributed graph processing system for hugegraph. It is an implementaion of Pregel. It runs on Kubernetes or YARN framework.

Features

  • Based on BSP(Bulk Synchronous Parallel) model, every iteration is a superstep.
  • Auto memory management. The framework will spilt some data to disk, the framework will never OOM(Out of Memory).
  • The the part of edges or the messages of super node can be in memory, so you will never loss it.
  • You can output the result to HDFS or HugeGraph, or any other system.
  • Easy to develop a new algotirhm. You need to focus on a vertex only, not to worry about messages transfering and memory.

Learn More

The project homepage contains more information about hugegraph-computer.

License

hugegraph-computer is licensed under Apache 2.0 License.

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