DocumentCode
37559
Title
On Fast and Coordinated Data Backup in Geo-Distributed Optical Inter-Datacenter Networks
Author
Jingjing Yao ; Ping Lu ; Long Gong ; Zuqing Zhu
Author_Institution
Sch. of Inf. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China
Volume
33
Issue
14
fYear
2015
fDate
July15, 15 2015
Firstpage
3005
Lastpage
3015
Abstract
In an optical inter-datacenter (inter-DC) network, for preventing data loss, a cloud system usually leverages multiple DCs for obtaining sufficient data redundancy. In order to improve the data-transfer efficiency of the regular DC backup, this paper investigates fast and coordinated data backup in geographically distributed (geo-distributed) optical inter-DC networks. By considering a mutual backup model, in which DCs can serve as the backup sites of each other, we study how to finish the regular DC backup within the shortest time duration (i.e., DC backup window (DC-B-Wnd)). Specifically, we try to minimize DC-B-Wnd with joint optimization of the backup site selection and the data-transfer paths. An integer linear programming (ILP) model is first formulated, and then we propose several heuristics to reduce the time complexity. Moreover, in order to explore the tradeoff between DC-B-Wnd and operational complexity, we propose heuristics based on adaptive reconfiguration (AR). Extensive simulations indicate that among all the proposed heuristics, AR-TwoStep-ILP achieves the best tradeoff between DC-B-Wnd and operational complexity and it is also the most time-efficient one.
Keywords
back-up procedures; cloud computing; computer centres; electronic data interchange; integer programming; linear programming; optical computing; AR-TwoStep-ILP; DC backup window; DC-B-Wnd; adaptive reconfiguration; backup site selection; cloud system; coordinated data backup; data loss; data redundancy; data-transfer efficiency; data-transfer paths; fast data backup; geographically distributed optical interdatacenter networks; heuristics; integer linear programming model; joint optimization; multiple DC; mutual backup model; operational complexity; regular DC backup; time complexity; Bandwidth; Complexity theory; Joints; Optical fiber networks; Optimization; Production; Redundancy; Backup window; Datacenter backup; Model; Mutual backup; Optical inter-datacenter networks,; datacenter backup; mutual backup model; optical inter-datacenter networks;
fLanguage
English
Journal_Title
Lightwave Technology, Journal of
Publisher
ieee
ISSN
0733-8724
Type
jour
DOI
10.1109/JLT.2015.2425303
Filename
7091872
Link To Document