BBAuthors: 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. 
