ESPN: Efficient server placement in probabilistic networks with budget constraint

Dejun Yang, Xi Fang, Guoliang Xue

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Abstract

The notion of probabilistic network has been used to characterize the unpredictable environment in wireless communication networks or other unstable networks. In this paper, we are interested in the problem of placing servers in probabilistic networks subject to budget constraint, so as to maximize the expected number of servable clients that can successfully connect to a server. We study this problem in both the single-hop model and the multi-hop model. We discuss the computational complexity of this problem and show that it is NP-hard under both models.We then develop efficient approximation algorithms, which produce solutions provably close to optimal. If the costs of candidate locations are uniform, when extra budget is available in the future, the progressive feature of our algorithms allows for placing additional servers instead of relocating all the servers, while retaining the guaranteed performance. Results of extensive experiments on different topologies confirm the performance of our algorithms compared to the optimal algorithm and other heuristic algorithms.

Original languageEnglish (US)
Title of host publication2011 Proceedings IEEE INFOCOM
Pages1269-1277
Number of pages9
DOIs
StatePublished - Aug 2 2011
EventIEEE INFOCOM 2011 - Shanghai, China
Duration: Apr 10 2011Apr 15 2011

Publication series

NameProceedings - IEEE INFOCOM
ISSN (Print)0743-166X

Other

OtherIEEE INFOCOM 2011
CountryChina
CityShanghai
Period4/10/114/15/11

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ASJC Scopus subject areas

  • Computer Science(all)
  • Electrical and Electronic Engineering

Cite this

Yang, D., Fang, X., & Xue, G. (2011). ESPN: Efficient server placement in probabilistic networks with budget constraint. In 2011 Proceedings IEEE INFOCOM (pp. 1269-1277). [5934908] (Proceedings - IEEE INFOCOM). https://doi.org/10.1109/INFCOM.2011.5934908