Self Adaptive Logical Split Cache techniques for delayed aging of NVM LLC

IF 2.8 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
S. Sivakumar, John Jose
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引用次数: 0

Abstract

Due to the technological advancements in the last few decades, several applications have emerged that demand more computing power and on-chip and off-chip memories. However, the scaling of memory technologies is not at par with computing throughput of modern day multi-core processors. Conventional memory technologies such as SRAM and DRAM have technological limitations to meet large on-chip memory requirements owing to their low packaging density and high leakage power. In order to meet the ever-increasing demand for memory, researchers came up with alternative solutions, such as emerging non-volatile memory technologies such as STT-RAM, PCM and ReRAM. However, these memory technologies have limited write endurance and high write energy. This emphasizes the need for a policy that will reduce the writes or distribute the writes uniformly across the memory thereby enhancing its lifetime by delaying the early wear out of memory cells due to frequent writes. We propose two techniques, Enhanced-Virtually Split Cache (E-ViSC) and Protean-Virtually Split Cache (P-ViSC), which dynamically adjust the cache configuration to distribute the writes uniformly across the memory to enhance the lifetime. Experimental studies show that E-ViSC and P-ViSC improve lifetime of NVM L2 caches by upto 2.31x and 1.97x respectively.
NVM LLC延迟老化的自适应逻辑分割缓存技术
由于过去几十年的技术进步,出现了一些需要更多计算能力以及片上和片外存储器的应用。然而,内存技术的可扩展性与现代多核处理器的计算吞吐量不相称。诸如SRAM和DRAM的传统存储器技术由于其低封装密度和高漏功率而在满足大型片上存储器要求方面具有技术限制。为了满足日益增长的存储器需求,研究人员提出了替代解决方案,例如新兴的非易失性存储器技术,如STT-RAM、PCM和ReRAM。然而,这些存储器技术具有有限的写入耐久性和高写入能量。这强调了对一种策略的需求,该策略将减少写入或在内存中均匀地分配写入,从而通过延迟由于频繁写入而导致的内存单元的早期磨损来提高内存的使用寿命。我们提出了两种技术,即增强型虚拟拆分缓存(E-ViSC)和Protean虚拟拆分高速缓存(P-ViSC),它们动态调整高速缓存配置,以在内存中均匀分布写入,从而提高使用寿命。实验研究表明,E-ViSC和P-ViSC分别将NVM L2缓存的寿命提高了2.31x和1.97x。
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来源期刊
ACM Transactions on Design Automation of Electronic Systems
ACM Transactions on Design Automation of Electronic Systems 工程技术-计算机:软件工程
CiteScore
3.20
自引率
7.10%
发文量
105
审稿时长
3 months
期刊介绍: TODAES is a premier ACM journal in design and automation of electronic systems. It publishes innovative work documenting significant research and development advances on the specification, design, analysis, simulation, testing, and evaluation of electronic systems, emphasizing a computer science/engineering orientation. Both theoretical analysis and practical solutions are welcome.
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