Name
Title | ||
|---|---|---|
Optimizing Inter-server Communications by Exploiting Overlapping Communities in Online Social Networks. |
Abstract | ||
|---|---|---|
As the rapid growth of online social networks (OSNs), inter-server communications are becoming an obstacle to scaling the storage systems of OSNs. To address the problem, network partitioning and data replication are two commonly used approaches. In this paper, we exploit the combination of both approaches simultaneously and propose a data placement scheme based on overlapping communities detection. The principle behind the proposed scheme is to co-locate frequently interactive users together as long as it brings positive traffic reduction and satisfies load constraint. We conduct trace-driven experiments and the results show that our scheme significantly reduces the inter-server communications as well as preserving good load balancing. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1007/978-3-319-49583-5_18 | ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2016 |
Keywords | Field | DocType |
Inter-server communications,Online social networks,Data placement,Network partitioning,Data replication | Obstacle,Replication (computing),Social network,Load balancing (computing),Computer science,Exploit,Traffic reduction,Inter-server,Distributed computing | Conference |
Volume | ISSN | Citations |
10048 | 0302-9743 | 1 |
PageRank | References | Authors |
0.36 | 10 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jing-Ya Zhou | 1 | 64 | 16.35 |
| Jianxi Fan | 2 | 718 | 60.15 |
| Baolei Cheng | 3 | 25 | 2.76 |
| Juncheng Jia | 4 | 6 | 2.45 |