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ORIENT: organized interleaved ECCs for new STT-MRAM caches

Azad, Z ; Sharif University of technology | 2018

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  1. Type of Document: Article
  2. DOI: 10.23919/DATE.2018.8342194
  3. Publisher: Institute of Electrical and Electronics Engineers Inc , 2018
  4. Abstract:
  5. Spin-Transfer Torque Magnetic Random Access Memory (STT-MRAM) is a promising alternative to SRAM in cache memories. However, STT-MRAMs face with high probability of write errors due to its stochastic switching behavior. To correct the write errors, Error-Correcting Codes (ECCs) used in SRAM caches are conventionally employed. A cache line consists of several codewords and the data bits are selected in such a way that the maximum correction capability is provided based on the error patterns in SRAMs. However, the different write error patterns in STT-MRAM caches leads to inefficiency of conventional ECC configurations. In this paper, first we investigate the efficiency of ECC configurations and demonstrate that the vulnerability of codewords in a cache line varies by up to 17x. This variation means that, while some words are overprotected, some others are highly probable to experience uncorrectable errors. Then, we propose an ECC bit selection scheme, so-called ORIENT, to reduce the vulnerability variation of codewords to 1.4x. The simulation results show that conventional ECC configuration increases the write error rate by up to about 64.4% compared with the optimum ECC bit selection, whereas this value for ORIENT is only 4.5%. © 2018 EDAA
  6. Keywords:
  7. Error-correcting codes ; STT-MRAM caches ; write errors ; Bit error rate ; Cache memory ; Codes (symbols) ; Errors ; Magnetic recording ; Magnetic storage ; Static random access storage ; Stochastic systems ; Bit selection schemes ; Correction capabilities ; Error correcting code ; Interleaving ; Magnetic random access memory ; Spin transfer torque ; Stochastic switching ; STT-MRAM ; MRAM devices
  8. Source: Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018 ; Volume 2018-January , 19 April , 2018 , Pages 1187-1190 ; 9783981926316 (ISBN)
  9. URL: https://ieeexplore.ieee.org/document/8342194