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A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations

Publication ,  Conference
Wen, W; Mao, M; Li, H; Chen, Y; Pei, Y; Ge, N
Published in: Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016
April 25, 2016

Multi-level cell spin-transfer torque random access memory (MLC STT-RAM) demonstrates great potentials in onchip cache design for its high storage density and non-volatility but also suffers from the degraded access time, reliability and energy efficiency. The existing MLC STT-RAM cache designs primarily focus on the performance and energy optimizations, however, often ignore the crucial demand for reliability. In this work, we propose a tri-region MLC STT-RAM cache design (TMSC) to simultaneously meet the requirements of performance, energy, and reliability. The tri-region MLC STT-RAM cache is optimized partitioned into fast, mixed, and slow ways according to different access performance, energy and reliability. A new error correction code (ECC) scheme, namely, non-uniform strength ECC (NUS-ECC), is also developed to tolerate the different bit failure rates in these ways. Compared to the latest performance-driven MLC STT-RAM cache design with pessimistic ECC scheme, our TMSC technique can improve the system performance and energy by averagely 9.3% and 9.4%, respectively, for various applications. The additional area cost associated with NUS-ECC is limited by 3.2% compared to the pessimistic ECC scheme.

Duke Scholars

Published In

Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016

DOI

Publication Date

April 25, 2016

Start / End Page

1285 / 1290
 

Citation

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Wen, W., Mao, M., Li, H., Chen, Y., Pei, Y., & Ge, N. (2016). A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. In Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016 (pp. 1285–1290). https://doi.org/10.3850/9783981537079_0917
Wen, W., M. Mao, H. Li, Y. Chen, Y. Pei, and N. Ge. “A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations.” In Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016, 1285–90, 2016. https://doi.org/10.3850/9783981537079_0917.
Wen W, Mao M, Li H, Chen Y, Pei Y, Ge N. A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. In: Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016. 2016. p. 1285–90.
Wen, W., et al. “A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations.” Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016, 2016, pp. 1285–90. Scopus, doi:10.3850/9783981537079_0917.
Wen W, Mao M, Li H, Chen Y, Pei Y, Ge N. A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016. 2016. p. 1285–1290.

Published In

Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016

DOI

Publication Date

April 25, 2016

Start / End Page

1285 / 1290