Writeback-aware LLC management for PCM-based main memory systems

Bahareh Pourshirazi, Majed Valad Beigi, Zhichun Zhu, Gokhan Memik

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

With the increase in the number of data-intensive applications on today's workloads, DRAM-based main memories are struggling to satisfy the growing data demand capacity. Phase Change Memory (PCM) is a type of non-volatile memory technology that has been explored as a promising alternative for DRAM-based main memories due to its better scalability and lower leakage energy. Despite its many advantages, PCM also has shortcomings such as long write latency, high write energy consumption, and limited write endurance, which are all related to the write operations. In this article, we propose a novel writeback-aware Last Level Cache (LLC) management scheme named WALL to reduce the number of LLC writebacks and consequently improve performance, energy efficiency, and lifetime of a PCM-based main memory system. First, we investigate the writeback behavior of LLC sets and show that writebacks are not uniformly distributed among sets; some sets observe much higher writeback rates than others. We then propose a writeback-aware set-balancing mechanism, which employs the underutilized LLC sets with few writebacks as an auxiliary storage for the evicted dirty lines from sets with frequent writebacks. We also propose a simple and effective writeback-aware replacement policy to avoid the eviction of the dirty blocks that are highly reused after being evicted from the cache. Our experimental results show that WALL achieves an average of 30.9% reduction in the total number of LLC writebacks, compared to the baseline scheme, which uses the LRU replacement policy. As a result, WALL can reduce the memory energy consumption by 23.1% and enhance PCM lifetime by 1.29×, on average, on an 8-core system with a 4GB PCM main memory, running memory-intensive applications.

Original languageEnglish (US)
Article numbera18
JournalACM Transactions on Design Automation of Electronic Systems
Volume24
Issue number2
DOIs
StatePublished - Jan 2019

Keywords

  • Energy consumption
  • Last level cache
  • Performance
  • Phase change memory
  • Write endurance

ASJC Scopus subject areas

  • Computer Science Applications
  • Computer Graphics and Computer-Aided Design
  • Electrical and Electronic Engineering

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