Name
Abstract | ||
|---|---|---|
In network service systems, satisfying quality of service (QoS) is one of the main objectives. Admission control and resource allocation strategy can be used to guarantee the QoS requirement. Based on partially observable Markov decision processes (POMDPs), this paper proposes a novel admission control model for video on demand (VOD) service systems with elastic QoS. Elastic QoS is also considered in resource allocation strategy. Policy gradient algorithm is often available to find the solution of POMDP problems, with a satisfactory convergence rate. Through numerical examples, it can be shown that the proposed admission control strategy has better performance than complete admission control strategy. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1007/s11633-012-0668-7 | International Journal of Automation and Computing |
Keywords | DocType | Volume |
resource allocation,elastic qos,partially observable markov decision processes (pomdps),demand system,resource allocation strategy,complete admission control strategy,network service system,admission control,proposed admission control strategy,novel admission control model,service system,policy gradient,elastic quality of service (qos),pomdp problem,qos requirement | Journal | 9 |
Issue | ISSN | Citations |
5 | 1751-8520 | 5 |
PageRank | References | Authors |
0.50 | 13 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Fu-Shou Lin | 1 | 5 | 0.50 |
| Baoqun Yin | 2 | 51 | 11.58 |
| Jing Huang | 3 | 7 | 1.20 |
| Xu-Min Wu | 4 | 8 | 1.24 |