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Predicting Application Run Times Using Historical Information (1997)  (Make Corrections)  (37 citations)
Warren Smith, Ian Foster, Valerie Taylor
Lecture Notes in Computer Science



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Abstract: We present a technique for deriving predictions for the run times of parallel applications from the run times of "similar" applications that have executed in the past. The novel aspect of our work is the use of search techniques to determine those application characteristics that yield the best definition of similarity for the purpose of making predictions. We use four workloads recorded from parallel computers at Argonne National Laboratory, the Cornell Theory Center, and the San Diego... (Update)

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BibTeX entry:   (Update)

W. Smith, I. Foster, and V. Taylor. Predicting application run times using historical information. Technical report, 1997. Submitted. http://citeseer.ist.psu.edu/smith97predicting.html   More

@article{ smith98predicting,
    author = "Warren Smith and Ian Foster and Valerie Taylor",
    title = "Predicting Application Run Times Using Historical Information",
    journal = "Lecture Notes in Computer Science",
    volume = "1459",
    pages = "122--??",
    year = "1998",
    url = "citeseer.ist.psu.edu/smith97predicting.html" }
Citations (may not include all citations):
2138   Genetic Algorithms in Search (context) - Goldberg - 1989
659   Globus: A Metacomputing Infrastructure Toolkit - Foster, Kesselman - 1997
166   Applied Regression Analysis (context) - Draper, Smith - 1981
106   Job Characteristics of a Production Parallel Scientific Work.. - Feitelson, Nitzberg - 1995
80   Communications of the ACM (context) - Catlett, Smarr - 1992
57   A Historical Application Profiler for Use by Parallel Schecu.. - Gibbons - 1997
30   Predicting Queue Times on Space-Sharing Parallel Computers - Downey - 1997
29   Predictability of Process Resource Usage: A Measurement-Base.. (context) - Devarakonda, Iyer - 1989
9   Introductory Statistics (context) - Weiss, Hassett - 1982
6   A Resource Management Architecture for Metasystems (context) - Czajkowski, Foster et al. - 1998
5   A Historical Profiler for Use by Parallel Schedulers (context) - Gibbons - 1997



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