Browsing by Author Bae, J.

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  • Authors: Bae, J.;  Advisor: -;  Participants: Jang, H.; Gong, J.; Jin, W.; Kim, S.; Jang, J.; Ham, T. J.; Jeong, J.; Lee, J. W. (2019)

  • Abstract—This article presents SSDStreamer, an SSD-based caching system for largescale 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.