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