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Challenges in memory subsystem design for future smartphone systems

Title
Challenges in memory subsystem design for future smartphone systems
Authors
Park Y.Bahn H.
Ewha Authors
반효경
SCOPUS Author ID
반효경scopus
Issue Date
2017
Journal Title
2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017
Citation
2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, pp. 255 - 260
Keywords
memory subsystempage replacementPCMprefetchingsmartphone
Publisher
Institute of Electrical and Electronics Engineers Inc.
Indexed
SCOPUS scopus
Document Type
Conference Paper
Abstract
Due to the explosive increase in smartphone applications and their memory demand, design of an efficient memory subsystem in smartphones is becoming increasingly important. Meanwhile, PCM (Phase Change Memory) has advanced rapidly as a new memory/storage medium of smartphones. In this paper, we explore the efficiency of traditional memory management subsystems under PCM-based smartphone architectures and discuss how these systems can be managed efficiently. Specifically, we observe that a conventional memory page size of 4KB does not perform well under smartphones and shrink it down to 256B performs even better. Second, we show that prefetching is not effective where the access time of PCM is very small. Third, we present a new memory page replacement policy that reduces the write traffic to PCM without performance degradations. Specifically, our policy monitors the current load of memory systems, and defers the eviction of modified pages from memory appropriately without degrading the system performances. By adopting overall findings and policies, we reduce the energy consumption of smartphone memory significantly and also reduce the write traffic to PCM by 86%. We expect that our result will lead to future smartphone architectures with emerging PCM storage. © 2017 IEEE.
DOI
10.1109/BIGCOMP.2017.7881707
ISBN
9781509030156
Appears in Collections:
인공지능대학 > 컴퓨터공학과 > Journal papers
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