A self-managing data cache for edge-of-network web applications

Khalil Amiri, Sanghyun Park, Renu Tewari

Research output: Contribution to conferencePaper

8 Citations (Scopus)

Abstract

Database caching at proxy servers enables dynamic content to be generated at the edge of the network, thereby improving the scalability and response time of web applications. The scale of deployment of edge servers coupled with the rising costs of their administration demand that such caching middleware be adaptive and self-managing. To achieve this, a cache must be dynamically populated and pruned based on the application query stream and access pattern. In this paper, we describe such a cache which maintains a large number of materialized views of previous query results. Cached "views" share physical storage to avoid redundancy, and are usually added and evicted dynamically to adapt to the current workload and to available resources. These two properties of large scale (large number of cached views) and overlapping storage introduce several challenges to query matching and storage management which are not addressed by traditional approaches. In this paper, we describe an edge data cache architecture with a flexible query matching algorithm and a novel storage management policy which work well in such an environment. We perform an evaluation of a prototype of such an architecture using the TPC-W benchmark and find that it reduces query response times by up to 75%, while reducing network and server load.

Original languageEnglish
Pages177-185
Number of pages9
DOIs
Publication statusPublished - 2002
EventProceedings of the Eleventh International Conference on Information and Knowledge Management (CIKM 2002) - McLean, VA, United States
Duration: 2002 Nov 42002 Nov 9

Other

OtherProceedings of the Eleventh International Conference on Information and Knowledge Management (CIKM 2002)
CountryUnited States
CityMcLean, VA
Period02/11/402/11/9

All Science Journal Classification (ASJC) codes

  • Decision Sciences(all)
  • Business, Management and Accounting(all)

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  • Cite this

    Amiri, K., Park, S., & Tewari, R. (2002). A self-managing data cache for edge-of-network web applications. 177-185. Paper presented at Proceedings of the Eleventh International Conference on Information and Knowledge Management (CIKM 2002), McLean, VA, United States. https://doi.org/10.1145/584792.584824