NDLI: A push-based prefetching for cooperative caching RAM Grid

Content Provider	IEEE Xplore Digital Library
Author	Rui Chu Nong Xiao Lei Chen Xicheng Lu
Copyright Year	2007
Description	Author affiliation: Nat. Lab. for Parallel & Distrib. Process., Changsha (Rui Chu; Nong Xiao)
Abstract	As an innovative distributed computing technique for sharing the memory resources in high-speed network, RAM Grid exploits the distributed free nodes, and provides remote memory for the nodes which are short of memory. One of the RAM Grid systems named DRACO, tries to provide cooperative caching to improve the performance of the user node which has mass disk I/O but lacks local memory. However, the performance of DRACO is constrained with the network communication cost. In order to hide the latency of remote memory access and improve the caching performance, we proposed using push- based prefetching to enable the caching providers to push the potential useful memory pages to the user nodes. Specifically, for each caching provider, it employs sequential pattern mining techniques, which adapts to the characteristics of memory page access sequences, on locating useful memory pages for prefetching. We have verified the effectiveness of the proposed method through system analysis and trace-driven simulations.
Starting Page	1
Ending Page	8
File Size	253025
Page Count	8
File Format	PDF
ISBN	9781424418893
ISSN	15219097
DOI	10.1109/ICPADS.2007.4447770
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-12-05
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Prefetching Cooperative caching Random access memory Read-write memory Delay High-speed networks File systems Costs Laboratories Distributed processing
Content Type	Text
Resource Type	Article
Subject	Hardware and Architecture

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