Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval
The novel RTPD/MACSC model proposed in this paper tunes the cache size 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 RTPD/MACSC tuner maintains...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Conference Paper |
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IEEE
2005
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| Subjects: | |
| Online Access: | http://doi.ieeecomputersociety.org/10.1109/ICITA.2005.301 http://hdl.handle.net/20.500.11937/45644 |
| _version_ | 1848757342626119680 |
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| author | Wu, R. Wong, A.K.Y. Dillon, Tharam S. |
| author2 | Xiangjian He |
| author_facet | Xiangjian He Wu, R. Wong, A.K.Y. Dillon, Tharam S. |
| author_sort | Wu, R. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | The novel RTPD/MACSC model proposed in this paper tunes the cache size 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 RTPD/MACSC 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. |
| first_indexed | 2025-11-14T09:26:34Z |
| format | Conference Paper |
| id | curtin-20.500.11937-45644 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:26:34Z |
| publishDate | 2005 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-456442022-10-20T06:38:02Z Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval Wu, R. Wong, A.K.Y. Dillon, Tharam S. Xiangjian He Tom Hintz Massimo Piccardi Qiang Wu Maolin Huang David Tien real-time traffic pattern detection RTPD cache size MACSC tuning internet adaptive cache size control The novel RTPD/MACSC model proposed in this paper tunes the cache size 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 RTPD/MACSC 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 Conference Paper http://hdl.handle.net/20.500.11937/45644 http://doi.ieeecomputersociety.org/10.1109/ICITA.2005.301 IEEE restricted |
| spellingShingle | real-time traffic pattern detection RTPD cache size MACSC tuning internet adaptive cache size control Wu, R. Wong, A.K.Y. Dillon, Tharam S. Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| title | Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| title_full | Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| title_fullStr | Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| title_full_unstemmed | Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| title_short | Using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| title_sort | using real-time traffic pattern detection for dynamic cache size tuning in information retrieval |
| topic | real-time traffic pattern detection RTPD cache size MACSC tuning internet adaptive cache size control |
| url | http://doi.ieeecomputersociety.org/10.1109/ICITA.2005.301 http://hdl.handle.net/20.500.11937/45644 |