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Apache Hama
来自开放百科 - 灰狐
Apache Hama 是一个大数据分析框架,参考模仿了Google的Pregel,使用了 Bulk Synchronous Parallel (BSP) 计算模型。
Apache Hama 用来处理大规模的科学计算,特别是矩阵和图计算,集群环境中的系统架构由3大块组成:
- BSPMaster/GroomServer(Computation Engine)
- Zookeeper(Distributed Locking)
- HDFS/HBase(Storage Systems)
+---------------------+-------------------------+----------------------------+ | BSP | Graph | Deep learning | | (pure BSP) | (Google's Pregel) | (Google's DistBelief) | +---------------------+-------------------------+----------------------------+ | Apache Hama | | +--------------------------------------+ | | YARN | +-------------------------------------+--------------------------------------+ | Hadoop HDFS | +----------------------------------------------------------------------------+
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