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Performance and Energy Optimization for Low-Write Performance Non-volatile Main Memory Systems

낮은 쓰기 성능을 갖는 비휘발성 메인 메모리 시스템을 위한 성능 및 에너지 최적화 기법

  • Received : 2018.08.16
  • Accepted : 2018.10.02
  • Published : 2018.10.31

Abstract

Non-volatile RAM devices have been increasingly viewed as an alternative of DRAM main memory system. However some technologies including phase-change memory (PCM) are still suffering from relatively poor write performance as well as limited endurance. In this paper, we introduce a proactive last-level cache management to efficiently hide a low write performance of non-volatile main memory systems. The proposed method significantly reduces the cache miss penalty by proactively evicting the part of cachelines when the non-volatile main memory system is in idle state. Our trace-driven simulation demonstrates 24% performance enhancement, compared with a conventional LRU cache management, on the average.

Keywords

References

  1. R. F. Freitas, W. W. Wilcke, "Storage-class memory: the Next Storage System Technology," Journal of Research and Development, Vol. 52, No. 4/5, pp. 439-447, 2008.
  2. T. Nirschl, J.B. Philipp, T.D. Happ, C.W. Burr, B. Rajendran, M. Lee, E. Joseph, "Write Strategies for 2 and 4-bit Multi-level Phase-change Memory," Proceedings of the IEEE International Electron Device Meeting, pp. 461-464, 2007.
  3. M.K. Qureshi, M.M. Franceschini, J.P. Karidis, "Morphable Memory System: a Roust Architecture for Exploiting Multi-level Phase Change Memories," Proceedings of International Symposium on Computer Architecture, pp. 154-162, 2010.
  4. B. Jung, J. Lee, "High Performance PCM&DRAM Hybrid Memory System," in IEMEK Journal of Embedded Systems and Applications, Vol. 11, No. 2, pp. 117-123, 2016 (in Korean), https://doi.org/10.14372/IEMEK.2016.11.2.117
  5. G. Dhiman, R. Ayoub, T. Rosing, "PDRAM: a Hybrid PRAM and DRAM Main Memory System," Proceedings of the 46th Annual Design Automation Conference, pp. 464-469, 2009,
  6. S. Lee, H. Banh, S. Noh, "CLOCK-DWF: A Write-History-Aware Page Replacement Algorithm for Hybrid PCM and DRAM Memory Architectures," IEEE Transactions on Computers, Vol. 63, No. 9, pp. 2187-2200, 2014. https://doi.org/10.1109/TC.2013.98
  7. X. Cai L. Jum M. Zhao, Z. Sun, Z. Jia, "A Novel Page Caching Policy for PCM and DRAM of Hybrid Memory Architecture," 13th International Conference on Embedded Software and Systems (ICESS), pp. 67-73, 2016.
  8. M. K. Qureshi, M. M. Franceschini, L. A. Lastras-montano, "Improving Read Performance of Phase Change Memories via Write Cancellation and Write Pausing," in International Symposium On High-Performance Computer Architecture, 2010.
  9. M. K. Qureshi, V. Slinivasan, J. A. Rivers, "Scalable High Performance Main Memory System Using Phase-change Memory Technology," in International Symposium on Computer Architecture, 2009.
  10. S. Back, H. Lee, C. Nicopoulos, J. Kim, "Designing Hybrid DRAM/PCM Main Memory Systems Utilizing Dual Phase Compression," ACM Transaction on Design Automation or Electronic Systems, Vol. 20, No. 1, 2014
  11. S. Haoux, G.W. Burr, M.J. Breitwisch, C.T.Rettner, Y.C. CHen, R.M. Shelby, C.H. Lam, “Phase-change Random Access Memory: a Scalable Technology,” IBM Journal of Research and Development, Vol. 52, No. 4/5, pp. 465-479, 2008. https://doi.org/10.1147/rd.524.0465
  12. P.S. Magnsusson, M. Christensson, J. Eskilson, D. Forsgren, G. Hallberg, J. Hogberg, B. Werner, “Simics: a Full System Simulation Platform,” Computer, Vol. 35, No. 2, pp. 50-58, 2002. https://doi.org/10.1109/2.982916
  13. S. Kang W. Cho, B.H. Cho, K.J. Lee, C.S. Lee, H.R. Ohm Y.H. Ro, "A 0.1/ spl mu/m 1.8V 256Mb 66MHz Synchronous Burst PRAM," in International Solid-State Circuits Conference, pp. 487 - 496, 2006.
  14. A. P. Ferreira, B. Childers, R. Melhem, D. Mossee, M. Yousif, "Using PCM in Next-generation Embedded Space Applications," IEEE Real-Time and Embedded Technology and Applications Symposium, 2010.
  15. Samsung Electronics, "DDR2 registered SDRAM module, M393T5160QZA," Datasheet 저전력 시스템
  16. C. Bienia, S.Kumar, J.P. Singh, K. Li, "The PARSEC Benchmark Suite: Characterization and Architecture Implications," Proceedings of the International Conference on Parallel Architectures and Compilation Technique, pp. 50-58, 2002.