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CLUSTER
2003
IEEE
13 years 10 months ago
Run-Time Prediction of Parallel Applications on Shared Environments
Application run-time information is a fundamental component in application and job scheduling. However, accurate predictions of run times are difficult to achieve for parallel app...
Byoung-Dai Lee, Jennifer M. Schopf
CLUSTER
2002
IEEE
13 years 4 months ago
Online Prediction of the Running Time of Tasks
Abstract. We describe and evaluate the Running Time Advisor (RTA), a system that can predict the running time of a compute-bound task on a typical shared, unreserved commodity host...
Peter A. Dinda
ASPLOS
1996
ACM
13 years 9 months ago
An Integrated Compile-Time/Run-Time Software Distributed Shared Memory System
On a distributed memory machine, hand-coded message passing leads to the most efficient execution, but it is difficult to use. Parallelizing compilers can approach the performance...
Sandhya Dwarkadas, Alan L. Cox, Willy Zwaenepoel
CCGRID
2006
IEEE
13 years 11 months ago
Statistical Properties of Task Running Times in a Global-Scale Grid Environment
— Over the years, the use of global grid environments have become widespread. In order to make applications robust against the dynamics of those grid environments it is essential...
Menno Dobber, Robert D. van der Mei, Ger Koole
JSSPP
1998
Springer
13 years 9 months ago
Predicting Application Run Times Using Historical Information
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. T...
Warren Smith, Ian T. Foster, Valerie E. Taylor