DocumentCode :
3434816
Title :
A New Buffer Cache Design Exploiting Both Temporal and Content Localities
Author :
Ren, Jin ; Yang, Qing
Author_Institution :
Dept of Electr., Comput., & Biomed. Eng., Univ. of Rhode Island, Kingston, RI, USA
fYear :
2010
fDate :
21-25 June 2010
Firstpage :
273
Lastpage :
282
Abstract :
This paper presents a Least Popularly Used buffer cache algorithm to exploit both temporal locality and content locality of I/O requests. Popular data blocks are selected as reference blocks that are not only accessed frequently but also identical or similar in content to other blocks that are being accessed. Fast delta compression and decompression are used to satisfy as many I/O requests as possible using the popular reference blocks together with small deltas inside the buffer cache. The popularity of a reference block is calculated based on the statistical analysis of data contents and access frequency. A prototype LPU has been implemented as a new cache layer for Kernel Virtual Machine (KVM) on Linux system. Experimental results show LPU is effective for a variety of workloads with the maximum speed up of over 300% compared with LRU.
Keywords :
Algorithm design and analysis; Content addressable storage; Disk drives; Distributed computing; Frequency; Kernel; Linux; Statistical analysis; Virtual machining; Virtual prototyping; Buffer Cache; Content Locality; Virtual Machine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Distributed Computing Systems (ICDCS), 2010 IEEE 30th International Conference on
Conference_Location :
Genoa, Italy
ISSN :
1063-6927
Print_ISBN :
978-1-4244-7261-1
Type :
conf
DOI :
10.1109/ICDCS.2010.26
Filename :
5541680
Link To Document :
بازگشت