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Optimal Prefetching via Data Compression (1995)  (Make Corrections)  (54 citations)
Jeffrey Scott Vitter, P. Krishnan
Journal of the ACM



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Abstract: Caching and prefetching are important mechanisms for speeding up access time to data on secondary storage. Recent work in competitive online algorithms has uncovered several promising new algorithms for caching. In this paper we apply a form of the competitive philosophy for the first time to the problem of prefetching to develop an optimal universal prefetcher in terms of fault rate, with particular applications to large-scale databases and hypertext systems. Our prediction algorithms for... (Update)

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BibTeX entry:   (Update)

J. S. Vitter & P. Krishnan, "Optimal Prefetching via Data Compression," Proceedings of the 32nd Annual IEEE Symposium on Foundations of Computer Science (October 1991), also appears as Brown Univ. Tech. Rep. No. CS--91--46. http://citeseer.ist.psu.edu/article/vitter95optimal.html   More

@article{ vitter96optimal,
    author = "Jeffrey Scott Vitter and P. Krishnan",
    title = "Optimal prefetching via data compression",
    journal = "Journal of the ACM",
    volume = "43",
    number = "5",
    pages = "771--793",
    year = "1996",
    url = "citeseer.ist.psu.edu/article/vitter95optimal.html" }
Citations (may not include all citations):
488   Amortized Efficiency of List Update and Paging Rules (context) - Sleator, Tarjan - 1985
465   Learnability and the Vapnik Chervonenkis Dimension (context) - Blumer, Ehrenfeucht et al. - 1989
372   Information Theory and Reliable Communication (context) - Gallager - 1968
344   Design and Evaluation of a Compiler Algorithm for Prefetchin.. - Mowry, Lam et al. - 1992
344   Arithmetic Coding for Data Compression (context) - Witten, Neal et al. - 1987
293   Compression of Individual Sequences via Variable-Rate Coding - Ziv, Lempel - 1978
148   A First Course in Stochastic Processes (context) - Karlin, Taylor
118   Practical Prefetching via Data Compression - Curewitz, Krishnan et al. - 1993
117   Estimation of Dependencies Based on Empirical Data (context) - Vapnik - 1982
115   Efficient Distribution-Free Learning of Probabilistic Concep.. - Kearns, Schapire - 1990
102   Competitive Paging with Locality of Reference (context) - Borodin, Irani et al. - 1991
96   Occam's Razor (context) - Blumer, Ehrenfeucht et al. - 1987
93   Fido: A Cache that Learns to Fetch (context) - Palmer, Zdonik - 1991
90   Reducing Memory Latency via Non-blocking and Prefetching Cac.. - Chen, Baer - 1992
88   A Strongly Competitive Randomized Paging Algorithm (context) - McGeoch, Sleator - 1989
86   Large Deviations for Performance Analysis (context) - Shwartz, Weiss - 1995
81   Universal Prediction of Individual Sequences (context) - Feder, Merhav et al. - 1992
75   Strongly Competitive Algorithms for Paging with Locality of .. (context) - Irani, Karlin et al. - 1992
56   Approximation to Bayes Risk in Repeated Plays (context) - Hannan - 1957
53   Software Support for Speculative Loads - Rogers, Li - 1992
50   the Computational Complexity of Approximating Distributions .. - Abe, Warmuth - 1990
49   A Status Report on Research in Transparent Informed Prefetch.. - Patterson, Gibson et al. - 1993
49   the Complexity of Finite Sequences (context) - Lempel, Ziv - 1976
49   Markov Paging (context) - Karlin, Phillips et al. - 1992
48   An Introduction to Arithmetic Coding (context) - Langdon - 1984
31   Discrete Sequence Prediction and its Applications (context) - Laird - 1992
27   Analysis of Arithmetic Coding for Data Compression - Howard, Vitter - 1992
27   Optimal Prediction for Prefetching in the Worst Case - Krishnan, Vitter - 1994
21   the Necessity of Occam Algorithms (context) - Board, Pitt - 1990
20   On Competitive Algorithms for Paging Problems (context) - Fiat, Karp et al. - 1991
18   A note on the Ziv-Lempel model for compressing individual se.. (context) - Langdon - 1983
11   An Analysis of Prepaging (context) - Trivedi - 1979
9   Large Deviations for Coding Markov Chains and Gibbs Random F.. (context) - Amit, Miller - 1990
9   Prentice Hall Advanced Reference Series (context) - Bell, Cleary et al. - 1990
8   A theory of productivity in the creative process (context) - Brady - 1986
7   Compound Bayes Predictors with Apparent Markov Structure (context) - Cover, Shenhar - 1977
7   An Analog to the Minimax Theorem for Vector Payoffs (context) - Blackwell - 1956
4   Online Background Predictors and Prefetchers (context) - Vitter, Curewitz et al. - 1996



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