Terence Kelly Ira Cohen Moises Goldszmidt Kimberly Keeton Hewlett-Packard...  Home/Search
Context Related
| hp.com/techreports/20...HPL2004108.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: hp.com/techreports...HPL2004108 (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: This paper applies statistical model-induction techniques to the problem of forecasting response times in storage systems. Our work differs from prior research in several ways: we regard storage systems as black boxes; we automatically induce models rather than constructing them from detailed expert knowledge; we use lightweight passive observations, rather than extensive controlled experiments, to collect input data; we forecast individual response times rather than aggregates or averages; and ... (Update)
Cited by: More
Performance Modeling of Storage Devices Using Machine Learning - Wang (2006) (Correct)
Active bibliography (related documents): More All
0.5: Issues and Challenges in the Performance Analysis of Real .. - Varki, Merchant, Xu, Qiu (2004) (Correct)
0.5: Generalized Knapsack Solvers for Multi-Unit Combinatorial.. - Kelly (2004) (Correct)
0.3: Robust, Portable I/O Scheduling with the Disk Mimic - Popovici, Arpaci-Dusseau.. (2003) (Correct)
Similar documents based on text:
0.4: Properties and Benefits of Calibrated Classifiers - Cohen, Goldszmidt (2004) (Correct)
BibTeX entry: (Update)
Terence Kelly, Ira Cohen, Moises Goldszmidt, and Kimberly Keeton. Inducing models of black-box storage arrays. Technical Report HPL-2004. http://citeseer.ist.psu.edu/kelly04inducing.html More
@misc{ kelly04inducing,
author = "T. Kelly and I. Cohen and M. Goldszmidt and K. Keeton",
title = "Inducing models of black-box storage arrays",
text = "Terence Kelly, Ira Cohen, Moises Goldszmidt, and Kimberly Keeton. Inducing
models of black-box storage arrays. Technical Report HPL-2004.",
year = "2004",
url = "citeseer.ist.psu.edu/kelly04inducing.html" }
Citations (may not include all citations):2133 Pattern Classification and Scene Analysis (context) - Duda, Hart - 1973
1662 Neural Networks for Pattern Recognition (context) - Bishop - 1995
284 An introduction to disk drive modeling - Ruemmler, Wilkes - 1994
226 The EM Algorithm and Extensions (context) - McLachlan, Krishnan - 1997
128 the optimality of the simple Bayesian classifier under zero-.. - Domingos, Pazzani - 1997
119 Empirical Model-Building and Response Surfaces (context) - Box, Draper - 1987
110 Probability and Statistics (context) - DeGroot - 1986
109 Disk scheduling revisited - Seltzer, Chen et al. - 1990
103 A view of the EM algorithm that justifies incremental (context) - Neal, Hinton - 1998
103 Evaluation techniques for storage hierarchies (context) - Mattson, Gecsei et al. - 1970
87 Disk scheduling algorithms based on rotational position (context) - Jacobson, Wilkes - 1991
78 Applied Linear Statistical Models (context) - Neter, Kutner et al. - 1996
74 line extraction of SCSI disk drive parameters - Worthington, Ganger et al. - 1995
52 Hippodrome: Running circles around storage administration - Anderson, Hobbs et al. - 2002
51 Towards higher disk head utilization: Extracting free bandwi.. - Lumb, Schindler et al. - 2000
46 Automated disk drive characterization - Schindler, Ganger - 1999
33 Minerva: an automated resource provisioning tool for large-s.. - Alvarez, Borowsky et al. - 2001
30 RFC 2616: Hypertext transfer protocol---HTTP (context) - Fielding, Gettys et al. - 1999
28 Track-aligned extents: Matching access patterns to disk driv.. - Schindler, Griffin et al. - 2002
26 Freeblock scheduling outside of disk firmware - Lumb, Schindler et al. - 2002
21 Verification of forecasts expressed in terms of probability (context) - Brier - 1950
20 An analytic behavior model for disk drives with readahead ca.. - Shriver, Merchant et al. - 1998
20 The Pantheon storage-system simulator - Wilkes - 1995
14 Simple table-based modeling of storage devices (context) - Anderson - 2001
13 analytical throughput model for modern disk arrays (context) - Uysal, Alvarez et al. - 2001
11 The DiskSim simulation environment version (context) - Bucy, Ganger - 2003
9 A structured approach to redundant disk array implementation - Gibson, Holland et al. - 1996
9 Predicting whole-program locality through reuse distance ana.. - Ding, Zhong - 2003
8 The comparison and evaluation of forecasters (context) - DeGroot, Feinberg - 1983
7 Timing-accurate storage emulation - Griffin, Schindler et al. - 2002
3 Analysis of methods for scheduling low priority disk drive t.. - Bachmat, Schindler - 2002
2 hp StorageWorks disk array xp (context) - Corporation - 2003
1 cello9x traces (context) - Lab, Labs et al. - 2003
1 An integrated performance model of disk arrays (context) - Varki, Merchant et al. - 2003
1 Symmetrix high-end servers (context) - Corporation - 2003
1 Enterprise Storage Server (context) - Corporation - 2003
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC