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Abstract: In this paper we present the Active Harmony automated runtime tuning system. We describe the interface used by programs to make applications tunable. We present the Library Specification Layer which helps program library developers expose multtple variations of the same API using different algorithms. The Library Specification Language helps to select the most appropriate program library to tune the overall performance. We also present the optimization algorithm that we used to adjust... (Update)
Context of citations to this paper: More
...software. The rst paradigm is a computer system software. For tuning computer system parameters, such as IO bu er size, Active Harmony[8] and Autopilot[7] are known. The second paradigm is a numerical library. PHiPAC[2] ATLAS and the paradigm of AEOS (Automated Empirical...
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BibTeX entry: (Update)
C. Tapus, I.-H. Chung, and J. K. Hollingsworth. Active harmony : Towards automated performance tuning. In Proceedings of High Performance Networking and Computing (SC2002), Baltimore, USA, November 2003. http://citeseer.ist.psu.edu/tapus03active.html More
@misc{ tapus03active,
author = "C. Tapus and I. Chung and J. Hollingsworth",
title = "Active harmony : Towards automated performance tuning",
text = "C. Tapus, I.-H. Chung, and J. K. Hollingsworth. Active harmony : Towards
automated performance tuning. In Proceedings of High Performance Networking
and Computing (SC2002), Baltimore, USA, November 2003.",
year = "2003",
url = "citeseer.ist.psu.edu/tapus03active.html" }
Citations (may not include all citations):663 The Grid: Blueprint for a New Computing Infrastructure (context) - Foster, Kesselman - 1998
398 A Simplex Method for Function Minimization (context) - Nelder, Mead - 1965
76 Forecasting Network Performance to Support Dynamic Schedulin.. - Wolski - 1997
69 Scheduling from the Perspective of the Application - Bennan, Wolski
68 Autopilot: Adaptive Control of Distributed Applications - Riblet, Vetter et al. - 1998
65 Falcon: On-line Monitoring and Steering of Large-Scale Paral.. - Gu, Eisenhauer et al. - 1995
56 SCIRun: a scientific programming environment for computation.. (context) - Parker, Johnson - 1995
26 The next frontier: interactive and closed loop performance s.. - Reed, Elford et al. - 1996
15 Querying Very Large Multi-dimensional Datasets in ADR - Kurc, Chang et al. - 1999
14 Prediction and Adaptation in Active Harmony - Hollingsworth, Keleher - 1999
8 CUMULVS: Providing Fault tolerance, Visualization, and Steer.. - Geist, Kohl et al. - 1997
6 An Efficient System for Multi-Perspective Imaging and Volume.. - Borovikov, Sussman et al. - 2000
3 Automatically tuned linear algebra software (ATLAS (context) - Whaley, Dongarra - 1998
2 The Autopilot Performance-Directed Adaptive Control Sys- tem (context) - Riblet, Simitci et al. - 2001
1 Exposing Application Altematives (context) - Keleher, Hollingsworth et al. - 1999
http://www.netlib.org/lapack/
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