@inproceedings{983f31f602b7418585722ae02c4ec8f8,
title = "Hot-cold data filtering and management for PRAM based memory-storage unified system",
abstract = "Next generation non-volatile memory technologies draw attention recently as promising candidates for replacing conventional DRAM-based memory devices. By using the favorable features such as low energy consumption, non-volatility, and good scalability, the next generation non-volatile memory devices can replace conventional main memory and secondary storage layers. This paper proposes a hot-cold data filtering adapter with it management algorithm for the memory-storage unified system which uses phase change RAM (PRAM) devices. The proposed hot-cold data filtering adapter consisting of dual decoupled adaptive buffers can improve drawbacks of PRAM, such as slower read/write access latencies and limited life time compared to DRAM, enhance spatial/temporal localities, and optimize the data reusability by analyzing data access pattern. Experimental results show that the proposed architecture and its algorithm improves the miss rate by about 69.2\% and write count is decreased by 96.4\% compared with a uniform buffer of the same size.",
keywords = "Computer systems organization, Emerging technologies, Phase-change RAM, Storage class memory",
author = "Yoon, \{Su Kyung\} and Jung, \{Kwang Su\} and Li, \{Xian Shu\} and Lee, \{Sung Min\} and Kim, \{Shin Dug\}",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 ; Conference date: 05-10-2017 Through 08-10-2017",
year = "2017",
month = nov,
day = "27",
doi = "10.1109/SMC.2017.8122845",
language = "English",
series = "2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1609--1614",
booktitle = "2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017",
}