Memory-Aware Management for Heterogeneous Main Memory Using an Optimization of the Aging Paging Algorithm

Gal Oren, Leonid Barenboim, Lior Amar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In the near future new technologies will make it possible to enlarge the main memory layer in the current memory hierarchy using devices with small cost and access penalties, such as the Storage Class Memory (SCM). In order to use those technologies as efficiently as possible, we need to understand how the developer and the operating system can get the best performances while managing a new heterogeneous main memory, which consists of multiple types of memory with different volumes and different access speeds. We found that the most reasonable way to introduce these new technologies into any usable memory system would be by using a new automated layer that selects the most appropriate memory levels for allocating space in the memory complex, and that moves data between memory levels of the memory complex for optimizing performance in the fashion of paging algorithms. Specifically, we discovered that this memory management is optimized using a modification of the Aging algorithm (a directive of the LRU concept)-a modification which can improve the access speed of the heterogeneous main memory by about 75%, and that manages to achieve the same or better Hit/Miss ratio in almost all cases in comparison to the current alternatives.

Original languageEnglish
Title of host publicationProceedings - 45th International Conference on Parallel Processing Workshops, ICPPW 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages98-105
Number of pages8
ISBN (Electronic)9781509028252
DOIs
StatePublished - 23 Sep 2016
Event45th International Conference on Parallel Processing Workshops, ICPPW 2016 - Philadelphia, United States
Duration: 16 Aug 201619 Aug 2016

Publication series

NameProceedings of the International Conference on Parallel Processing Workshops
Volume2016-September
ISSN (Print)1530-2016

Conference

Conference45th International Conference on Parallel Processing Workshops, ICPPW 2016
Country/TerritoryUnited States
CityPhiladelphia
Period16/08/1619/08/16

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Keywords

  • Aging Algorithm
  • Heterogeneous System
  • Main Memory
  • Memory Hierarchies
  • Paging
  • Storage Class Memory

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