Abstract
The article synchronization is one of the most fundamental issues in online social networking services. In particular, an efficient synchronization scheme should be devised when users enjoy online social networking services in heterogeneous wireless networks where multiple access networks with different transmission costs are deployed. In this paper, we propose an opportunistic push scheme (OPS) that aggregates the published articles and pushes opportunistically the aggregated articles through low-cost access networks (e.g., open WiFi networks). To balance the reduced transmission cost and the consistency of articles, a Markov decision process (MDP) problem is formulated and the optimal policy is determined. Numerical results demonstrate that OPS with the optimal policy can reduce the number of transmissions in high-cost access networks while satisfying users' quality of experience (QoE) in terms of the article consistency.
Original language | English |
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Title of host publication | 2015 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 149-154 |
Number of pages | 6 |
ISBN (Electronic) | 9781467371315 |
DOIs | |
Publication status | Published - 2015 Aug 4 |
Event | IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015 - Hong Kong, Hong Kong Duration: 2015 Apr 26 → 2015 May 1 |
Publication series
Name | Proceedings - IEEE INFOCOM |
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Volume | 2015-August |
ISSN (Print) | 0743-166X |
Other
Other | IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015 |
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Country/Territory | Hong Kong |
City | Hong Kong |
Period | 15/4/26 → 15/5/1 |
Bibliographical note
Publisher Copyright:© 2015 IEEE.
Keywords
- Markov decision process (MDP)
- Social networking service (SNS)
- heterogeneous networks
- optimization
- pull
- push
ASJC Scopus subject areas
- General Computer Science
- Electrical and Electronic Engineering