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This article presents SSDStreamer, an SSD-based caching system for large-scale machine learning. By using DRAM as stream buffer, instead of an upper-level cache, SSDStreamer significantly outperforms state-of-the-art multilevel caching systems… Click to show full abstract
This article presents SSDStreamer, an SSD-based caching system for large-scale machine learning. By using DRAM as stream buffer, instead of an upper-level cache, SSDStreamer significantly outperforms state-of-the-art multilevel caching systems on Apache Spark, while requiring much less DRAM capacity.
Keywords:
large scale;
machine learning;
scale machine;
ssdstreamer specializing
Journal Title: IEEE Micro
Year Published: 2019
Link to full text (if available)
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Journal Title: IEEE Micro
Year Published: 2019
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!