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分布式机器学习平台大比拼:Spark、PMLS、TensorFlow、MXNet

 6 years ago
source link: http://www.infoq.com/cn/articles/a-comparison-of-distributed-machine-learning-platforms?amp%3Butm_medium=popular_widget&%3Butm_campaign=popular_content_list&%3Butm_content=homepage
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文章从分布式系统的角度开展针对当前一些机器学习平台的研究,分析了这些平台在通信和控制上的瓶颈,并考虑了这些平台的容错性和易编程性。文章最后提供了一些结论性要点,并对分布式机器学习平台的未来研究工作提出了一些建议。

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