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Abstract: Trac, like disk and memory accesses, typically exhibits burstiness, temporal locality and spatial locality. There is much recent ground-breaking work on temporal modeling (self-similarity etc), on disk and web trac, with several statistical models that generate realistic series of timestamps. (Update)
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BibTeX entry: (Update)
Mengzhi Wang, Anastassia Ailamaki, and Christos Faloutsos. Capturing the spatio-temporal behavior of real tra#c data. Performance Evaluation, 49(1/4):147--163, 2002. http://citeseer.ist.psu.edu/article/wang02capturing.html More
@misc{ wang02capturing,
author = "M. Wang and A. Ailamaki and C. Faloutsos",
title = "Capturing the spatio-temporal behavior of real tra#c data",
text = "Mengzhi Wang, Anastassia Ailamaki, and Christos Faloutsos. Capturing the
spatio-temporal behavior of real tra#c data. Performance Evaluation, 49(1/4):147--163,
2002.",
year = "2002",
url = "citeseer.ist.psu.edu/article/wang02capturing.html" }
Citations (may not include all citations):335 Statistics for spatial data (context) - Cressie - 1991
228 Shoring up persistent applications - Carey, DeWitt et al. - 1994
167 Unix disk access patterns - Ruemmler, Wilkes - 1993
153 the self-similar nature of ethernet trac (context) - Leland, Taqqu et al. - 1994
139 Self-similarity in world wide web trac evidence and possible.. (context) - Crovella, Bestavros - 1996
117 Chapman and Hall (context) - Cox, Isham - 1980
109 A multifractal wavelet model with application to network tra.. - Riedi, Crouse et al. - 1999
97 Mathematical Theory of Communication (context) - Shannon, Weaver - 1963
58 Generating representative web workloads for network and serv.. - Bardord, Crovella - 1998
30 Generating representative synthetic workloads: An unsolved p.. - Ganger - 1995
20 An analytic behavior model for disk drives with readahead ca.. - Shriver, Merchant et al. - 1998
15 Data mining meets performance evaluation: Fast algorithm for.. - Wang, Madhyastha et al. - 2002
8 modeling and generation of self-similar VBR video trac (context) - Garrett, Willinger - 1994
7 workload: Analysis and modeling (context) - ia, omez et al. - 1998
6 Implications of certain assumptions in database performance .. (context) - Christodoulakis - 1984
[Article contains additional citations not shown here]
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