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ICANN
2001
Springer
15 years 6 months ago
Incremental Support Vector Machine Learning: A Local Approach
Abstract. In this paper, we propose and study a new on-line algorithm for learning a SVM based on Radial Basis Function Kernel: Local Incremental Learning of SVM or LISVM. Our meth...
Liva Ralaivola, Florence d'Alché-Buc
IPPS
1999
IEEE
15 years 6 months ago
ParaPART: Parallel Mesh Partitioning Tool for Distributed Systems
In this paper, we present ParaPART, a parallel version of a mesh partitioning tool, called PART, for distributed systems. PART takes into consideration the heterogeneities in proce...
Jian Chen, Valerie E. Taylor
IPPS
2010
IEEE
14 years 12 months ago
KRASH: Reproducible CPU load generation on many-core machines
Abstract--In this article we present KRASH, a tool for reproducible generation of system-level CPU load. This tool is intended for use in shared memory machines equipped with multi...
Swann Perarnau, Guillaume Huard
EUROPAR
2003
Springer
15 years 7 months ago
The Design of an API for Strict Multithreading in C++
Abstract. This paper deals with the design of an API for building distributed parallel applications in C++ which embody strict multithreaded computations. The API is enhanced with ...
Wolfgang Blochinger, Wolfgang Küchlin
PDP
2009
IEEE
15 years 8 months ago
Effects of Job and Task Placement on Parallel Scientific Applications Performance
—this paper studies the influence that task placement may have on the performance of applications, mainly due to the relationship between communication locality and overhead. Thi...
Javier Navaridas, Jose Antonio Pascual, José...