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A compiler assisted wear leveling for morphable PCM in embedded systems

  • Linbo Long
  • , Edwin H.M. Sha
  • , Duo Liu*
  • , Liang Liang
  • , Kan Zhong
  • , Xiao Zhu
  • *Corresponding author for this work
  • Chongqing University of Posts and Telecommunications
  • Chongqing University

Research output: Contribution to journalArticlepeer-review

Abstract

Phase change memory (PCM) is considered as a promising alternative of DRAM-based main memory in embedded systems. A PCM cell can be dynamically programmed to be in either multiple-level cell (MLC) mode or single-level cell (SLC) mode. With this morphable feature, we can utilize the high-density of MLC and low-latency of SLC, to satisfy various memory requirements of specific applications in embedded systems. However, compared to its SLC counterpart, the lifetime of MLC is limited. To address this issue, this paper proposes a simple and effective wear-leveling technique, named Mixer, to enhance the lifetime of morphable PCM considering the program specific features. We first build an Integer Linear Programming (ILP) formulation to dynamically configure the optimal SLC/MLC partition in morphable PCM, and produce the best data allocation for each variable to achieve a balanced write distribution in morphable PCM with low memory access cost. The basic idea is to allocate low-latency SLC and high-density MLC cells for write intensive variables and other ordinary variables, respectively. We then propose a polynomial time algorithm to achieve near-optimal results. The evaluation results show that the proposed technique can effectively improve the lifetime of morphable PCM in embedded systems compared with previous work.

Original languageEnglish
Pages (from-to)32-43
Number of pages12
JournalJournal of Systems Architecture
Volume71
DOIs
StatePublished - 1 Nov 2016
Externally publishedYes

Keywords

  • Embedded systems
  • Endurance
  • Phase change memory
  • Wear-leveling

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