DocumentCode :
1781176
Title :
DCP: An efficient and distributed data center cache protocol with Fat-Tree topology
Author :
Zhihui Jiang ; Zhiming Ding ; Xiaofeng Gao ; Guihai Chen
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai, China
fYear :
2014
fDate :
17-19 Sept. 2014
Firstpage :
1
Lastpage :
4
Abstract :
In the big data era, the principal traffic bottleneck in a data center is the communication between hosts. Moreover, the redundant packet contents indeed take a major part of the bottleneck. In this paper, we propose a distributed and efficient cache sharing protocol, named DCP, to eliminate redundant traffic in data center with Fat-Tree topology. In DCP, each switch holds packet caches, which are used for eliminating redundant packets. A cache sharing mechanism using Bloom Filter is also proposed to share local caches of switches with servers. Moreover, we propose another technique leveraging Bloom Filter to reduce false positive ratio caused by sharing cache information between switches and servers. We build up a Fat-Tree topology with k = 16 to evaluate the performance of DCP, and the simulation results show that DCP can eliminate 40% to 60% redundant packets, which validate its efficiency.
Keywords :
Big Data; cache storage; computer centres; data structures; protocols; DCP; big data era; bloom filter; cache information; cache sharing mechanism; cache sharing protocol; distributed data center cache protocol; false positive ratio; fat tree topology; principal traffic bottleneck; redundant packet contents; redundant packet elimination; redundant traffic; IP networks; Information filters; Protocols; Servers; Switches; Topology; Bloom Filter; Cache Protocol; Data Center Network; Fat-Tree; Redundancy Elimination;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Network Operations and Management Symposium (APNOMS), 2014 16th Asia-Pacific
Conference_Location :
Hsinchu
Type :
conf
DOI :
10.1109/APNOMS.2014.6996589
Filename :
6996589
Link To Document :
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