A unified hybrid memory system for scalable deep learning and big data applications

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Wei Rang, Huanghuang Liang, Ye Wang, Xiaobo Zhou, Dazhao Cheng

Published: 01 Jan 2024, Last Modified: 08 May 2024J. Parallel Distributed Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•UniRedl abstracts DRAM and NVM across the whole cluster into a unified memory space.•UniRedl features a new memory allocation strategy named HiLowAlloc.•UniRedl offers two data migration strategies, Idle Migration and Dynamic Migration.