A Data Activity-Based Server-Side Cache Replacement for Mobile Devices

被引:4
作者
Kottursamy, Kottilingam [1 ]
Raja, Gunasekaran [1 ]
Saranya, K. [1 ]
机构
[1] Anna Univ, Dept Comp Technol, MIT Campus, Madras 600025, Tamil Nadu, India
来源
ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015 | 2016年 / 394卷
关键词
Mobile data management; Access delay; Cache hit ratio; AUB cache management; Active zone; Safe zone; Power consumption; Server;
D O I
10.1007/978-81-322-2656-7_53
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mobile environment allows us to access data anytime, anywhere from a wireless network in which mobile data management plays an important role. Power consumption on mobile side is a major constraint in wireless network. By reducing the access delay, we can optimize the power. Hence, one way to reduce the delay is by increasing the cache hit ratio. In this paper, to increase cache hit ratio, we introduce an AUB cache management scheme includes prefetching and ALFU cache replacement policy at server-side cache. AUB cache management scheme is designed with both access and update information and partition the cache into two zones: Active zone and Safe zone. Based on the access and update information, data is organized in their respective zone. The AUB cache management addresses the shortcomings of power consumption due to access delay and it also minimizes the workload of the main server.
引用
收藏
页码:579 / 589
页数:11
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