Dynamic Replication Technique for micro clouds based distributed storage system

Publikation: Beitrag zu KonferenzenPaperBeigetragenBegutachtung

Beitragende

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.

Details

OriginalspracheEnglisch
Seiten48-53
Seitenumfang6
PublikationsstatusVeröffentlicht - 2013
Peer-Review-StatusJa

Konferenz

Titel2013 International Conference on Cloud and Green Computing
KurztitelCGC 2013
Veranstaltungsnummer3
Dauer30 September - 2 Oktober 2013
Webseite
BekanntheitsgradInternationale Veranstaltung
StadtKarlsruhe
LandDeutschland

Externe IDs

Scopus 84893338248

Schlagworte

Forschungsprofillinien der TU Dresden

DFG-Fachsystematik nach Fachkollegium

Schlagwörter

  • placement, cloud, replication, distributed storage system, maintenance engineering, Load management, Heuristic algorithms, Bandwidth, Load modeling, Availability, replica placement, micro cloouds, repair time, laodbalancing, netowrk latency