New invalidation algorithms for wireless data caching with downlink traffic and link adaptation

Mark Kai Ho Yeung, Yu Kwong Kwok

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

Caching frequently accessed data by mobile clients can conserve wireless bandwidth and battery power, at the expense of some system resources to maintain cache consistency. The basic cache consistency strategy is the use of periodic invalidation reports (IRs) broadcast by the server. Recently, IR-based approaches have been further improved by using additional updated invalidation reports (UIRs) (i.e., the IR+UIR algorithm) to reduce the long query latency. However, the performance of the IR+UIR approach in a practical system is still largely unknown. Specifically, previous results are based on two impractical simplifying assumptions: (1) broadcast traffic is error-free; and (2) no other downlink traffic (e.g., voice) exists in the system. The first assumption is clearly unrealistic as signal propagation impairments (e.g., multipath fading), and hence, packet reception failures, are inevitable in a practical situation. The second assumption is also inapplicable in real life because mobile devices are usually multi-purposed (e.g., a mobile phone equipped with a browser may be used for Web-surfing while having a phone conversation). In this paper we first study the performance of the IR+UIR approach under a realistic system model: the quality of the wireless channel is time-varying; and there are other downlink traffics in the system. Our simulation results show that query delay significantly increases as a result of broadcast error and the additional downlink traffics experience longer delay due to extended broadcast period. Exploiting link adaptation (i.e., transmission rate is adjusted dynamically according to channel quality), we then propose three schemes to tackle these two problems.

Original languageEnglish
Title of host publicationProceedings - 18th International Parallel and Distributed Processing Symposium, IPDPS 2004 (Abstracts and CD-ROM)
Pages3069-3076
Number of pages8
Publication statusPublished - 2004
Externally publishedYes
EventProceedings - 18th International Parallel and Distributed Processing Symposium, IPDPS 2004 (Abstracts and CD-ROM) - Santa Fe, NM, United States
Duration: 26 Apr 200430 Apr 2004

Publication series

NameProceedings - International Parallel and Distributed Processing Symposium, IPDPS 2004 (Abstracts and CD-ROM)
Volume18

Conference

ConferenceProceedings - 18th International Parallel and Distributed Processing Symposium, IPDPS 2004 (Abstracts and CD-ROM)
Country/TerritoryUnited States
CitySanta Fe, NM
Period26/04/0430/04/04

Keywords

  • Adaptive protocols
  • Cache invalidation
  • Client-server computing
  • Invalidation report (IR)
  • Link adaptation, channel
  • Simulations
  • System design
  • Wireless networks

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