Dynamic Replication Technique for micro clouds based distributed storage system
Research output: Contribution to conferences › Paper › Contributed › peer-review
Contributors
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
Original language | English |
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Pages | 48-53 |
Number of pages | 6 |
Publication status | Published - 2013 |
Peer-reviewed | Yes |
Conference
Title | 2013 International Conference on Cloud and Green Computing |
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Abbreviated title | CGC 2013 |
Conference number | 3 |
Duration | 30 September - 2 October 2013 |
Website | |
Degree of recognition | International event |
City | Karlsruhe |
Country | Germany |
External IDs
Scopus | 84893338248 |
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Keywords
Research priority areas of TU Dresden
DFG Classification of Subject Areas according to Review Boards
Keywords
- 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