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PPOPP
2012
ACM
13 years 10 months ago
Mechanizing the expert dense linear algebra developer
The efforts of an expert to parallelize and optimize a dense linear algebra algorithm for distributed-memory targets are largely mechanical and repetitive. We demonstrate that the...
Bryan Marker, Andy Terrel, Jack Poulson, Don S. Ba...
120
Voted
IPPS
2002
IEEE
15 years 7 months ago
Distributed Dynamic Scheduling of Composite Tasks on Grid Computing Systems
This paper examines the issue of dynamically scheduling applications on a wide-area network computing system. We construct a simulation model for wide-area task allocation problem...
Hongtu Chen, Muthucumaru Maheswaran
IPPS
2003
IEEE
15 years 7 months ago
A Fast Algorithm for Online Placement and Reorganization of Replicated Data
As storage systems scale to thousands of disks, data distribution and load balancing become increasingly important. We present an algorithm for allocating data objects to disks as...
R. J. Honicky, Ethan L. Miller
ICS
1989
Tsinghua U.
15 years 6 months ago
Convergence rate and termination of asynchronous iterative algorithms
We consider iterative algorithms of the form z := f(z), executed by a parallel or distributed computing system. We focus on asynchronous implementations whereby each processor ite...
Dimitri P. Bertsekas, John N. Tsitsiklis
CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
15 years 7 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage