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A Comparison of Distributed Machine Learning Platforms

Murat Demirbas · published 31 July 2017

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https://www.cse.buffalo.edu/~demirbas/publications/DistMLplat.pdf

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Learning Machine Learning: A beginner's journey Read at the source ↗

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Paper Review. Petuum: A new platform for distributed machine learning on big data Read at the source ↗

muratbuffalo.blogspot.com

Google DistBelief paper: Large Scale Distributed Deep Networks Read at the source ↗

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Naiad: A timely dataflow system Read at the source ↗

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Paper summary: Making sense of Performance in Data Analytics Frameworks (NSDI 15) Read at the source ↗

muratbuffalo.blogspot.com

Paper summary: Making sense of Performance in Data Analytics Frameworks (NSDI 15) Read at the source ↗

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https://spark-summit.org/east-2017/events/ernest-efficient-performance-prediction-for-advanced-analytics-on-apache-spark/

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https://blog.acolyer.org/2017/05/04/cherrypick-adaptively-unearthing-the-best-cloud-configurations-for-big-data-analytics/

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