Title :
Dynamic Replication Technique for Micro-Clouds Based Distributed Storage System
Author :
Lemma, Frezewd ; Schad, Jorg ; Fetzer, Christof
Author_Institution :
Dept. of Syst. Eng., Dresden Univ. of Technol., Dresden, Germany
fDate :
Sept. 30 2013-Oct. 2 2013
Abstract :
In this paper, we investigate a dynamic replica placement strategy to achieve minimum repair time during a complete loss of data center in large-scale distributed object storage systems while keeping the high availability and durability of the system as well as its balanced load and minimum network latency. Specifically, we address whether random placement is good for latency, availability, durability and load balancing, we also find out if there are better alternative placement strategies with better load balancing, moreover, we research which level of working unit - object or bucket - gives the best performance during migration. we show that a dynamic placement strategy reduces latencies, improves load balancing, and achieves faster repair times. In addition we show how the strategy with object placement help to get higher repair bandwidths and better load balancing with different object popularities, and the drawbacks of object migration in getting a higher repair bandwidth.
Keywords :
cloud computing; computer centres; replicated databases; resource allocation; datacenter; dynamic placement strategy; dynamic replica placement strategy; dynamic replication technique; large-scale microcloud-based distributed storage system; load balancing; minimum network latency; minimum repair time; object migration; object placement; random placement strategies; repair bandwidths; system availability; system durability; working unit; Availability; Bandwidth; Heuristic algorithms; Load management; Load modeling; Maintenance engineering; Standards; distributed storage sytems; loadbalancing; micro clouds; network latency; repair time; replica placement;
Conference_Titel :
Cloud and Green Computing (CGC), 2013 Third International Conference on
Conference_Location :
Karlsruhe
DOI :
10.1109/CGC.2013.16