Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval

Wu, RSL; Wong, AKY; Dillon, TS

Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval

Wu, RSL Wong, AKY Dillon, TS

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Publication Type:: Conference Proceeding
Citation:: Proceedings - 3rd International Conference on Information Technology and Applications, ICITA 2005, 2005, II pp. 35 - 40
Issue Date:: 2005-12-01

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Field	Value	Language
dc.contributor.author	Wu, RSL	en_US
dc.contributor.author	Wong, AKY	en_US
dc.contributor.author	Dillon, TS	en_US
dc.date.issued	2005-12-01	en_US
dc.identifier.citation	Proceedings - 3rd International Conference on Information Technology and Applications, ICITA 2005, 2005, II pp. 35 - 40	en_US
dc.identifier.isbn	0769523161	en_US
dc.identifier.isbn	9780769523163	en_US
dc.identifier.uri	http://hdl.handle.net/10453/2541
dc.description.abstract	The novel RTPD/MACSC model proposed in this paper tunes the cache sue adoptively on the fly. It combines the extant MACSC (Model for Adaptive Cache Size Control) and the novel RTPD (real-time traffic pattern detection) capability. Similar to its MACSC predecessor, the new RTPDMACSC tuner maintains the given cache hit ratio consistently and persistently. It, however, differs from its predecessor because it adapts itself to compensate for the ill effects on the cache hit ratio by the Internet traffic, which embeds various patterns over time. The automatic adaptation (self-tuning) capability in response to traffic pattern changes detected by the RTPD is called self-reconfiguration in the RTPD/MACSC context. © 2005 IEEE.	en_US
dc.relation.ispartof	Proceedings - 3rd International Conference on Information Technology and Applications, ICITA 2005	en_US
dc.title	Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval	en_US
dc.type	Conference Proceeding
utslib.citation.volume	II	en_US
utslib.for	080704 Information Retrieval and Web Search	en_US
utslib.for	080105 Expert Systems	en_US
dc.location.activity	Sydney, Australia	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Software
utslib.copyright.status	closed_access
pubs.publication-status	Published	en_US
pubs.volume	II	en_US

Abstract:

The novel RTPD/MACSC model proposed in this paper tunes the cache sue adoptively on the fly. It combines the extant MACSC (Model for Adaptive Cache Size Control) and the novel RTPD (real-time traffic pattern detection) capability. Similar to its MACSC predecessor, the new RTPDMACSC tuner maintains the given cache hit ratio consistently and persistently. It, however, differs from its predecessor because it adapts itself to compensate for the ill effects on the cache hit ratio by the Internet traffic, which embeds various patterns over time. The automatic adaptation (self-tuning) capability in response to traffic pattern changes detected by the RTPD is called self-reconfiguration in the RTPD/MACSC context. © 2005 IEEE.

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http://hdl.handle.net/10453/2541