Skip to main navigation Skip to search Skip to main content

Hot-cold data filtering and management for PRAM based memory-storage unified system

  • Su Kyung Yoon
  • , Kwang Su Jung
  • , Xian Shu Li
  • , Sung Min Lee
  • , Shin Dug Kim
  • Yonsei University

Research output: Contribution to conferenceConference paperpeer-review

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.

Original languageEnglish
Title of host publication2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1609-1614
Number of pages6
ISBN (Electronic)9781538616451
DOIs
StatePublished - 2017.11.27
Event2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 - Banff, Canada
Duration: 2017.10.52017.10.8

Publication series

Name2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Volume2017-January

Conference

Conference2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Country/TerritoryCanada
CityBanff
Period17.10.517.10.8

Keywords

  • Computer systems organization
  • Emerging technologies
  • Phase-change RAM
  • Storage class memory

Fingerprint

Dive into the research topics of 'Hot-cold data filtering and management for PRAM based memory-storage unified system'. Together they form a unique fingerprint.

Cite this