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An adaptive thermal-aware ecc scheme for reliable stt-mram llc design

  • BDBC
  • Beihang University
  • CAS - Institute of Computing Technology
  • China Academy of Information and Communications Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Considering the insatiable demand for high-performance computing, on-chip cache capacity increases rapidly. Spin-transfer-torque magnetoresistive random-access memory (STT-MRAM) is a promising cache candidate due to ultralow standby power, high-access speed, and integration density. Unfortunately, when the feature size of magnetic tunnel junction (MTJ) scales down to 1 Xnm, read current approaches write current closely, which may result in read disturbance threatening the reliability of STT-MRAM. Furthermore, the elevating on-chip temperature reduces the thermal stability of STT-MRAM remarkably and aggravates the read disturbance. Error correction code (ECC) is an effective technique to enhance memory reliability. In this paper, we take advantage of the thermal dependence of STT-MRAM and propose a thermally adaptive ECC design, called 'Chameleon,' that can adjust the ECC protection strength dynamically to reduce the ECC storage overhead and improve the cache access performance and energy efficiency. Experimental results show that compared to the conservative nonadaptive ECC scheme, our design can improve both cache performance and energy consumption effectively.

Original languageEnglish
Article number8713420
Pages (from-to)1851-1860
Number of pages10
JournalIEEE Transactions on Very Large Scale Integration (VLSI) Systems
Volume27
Issue number8
DOIs
StatePublished - Aug 2019

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Error correction code (ECC)
  • last level cache (LLC)
  • reliability
  • spin-transfer-torque magnetoresistive random-access memory (STT-MRAM)
  • temperature

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