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IPPS
2006
IEEE
14 years 3 months ago
Execution and composition of e-science applications using the WS-resource construct
Service Oriented Architectures are emerging as the recommended paradigm for developing dispersed escience environments. In this paper we analyze the characteristics and requiremen...
Evangelos Floros, Yannis Cotronis
IPPS
2006
IEEE
14 years 3 months ago
A look at application performance sensitivity to the bandwidth and latency of InfiniBand networks
This work explores the expected performance of three applications on a High Performance Computing cluster interconnected using Infiniband. In particular, the expected performance ...
Darren J. Kerbyson
ICA3PP
2005
Springer
14 years 2 months ago
A Deadline and Budget Constrained Scheduling Algorithm for eScience Applications on Data Grids
In this paper, we present an algorithm for scheduling of distributed data intensive Bag-of-Task applications on Data Grids that have costs associated with requesting, transferring ...
Srikumar Venugopal, Rajkumar Buyya
IPPS
2003
IEEE
14 years 2 months ago
Lazy Parallelization: A Finite State Machine Based Optimization Approach for Data Parallel Image Processing Applications
Performance obtained with existing library-based parallelization tools for implementing high performance image processing applications is often sub-optimal. This is because inter-...
Frank J. Seinstra, Dennis Koelma
AAIM
2009
Springer
172views Algorithms» more  AAIM 2009»
14 years 1 months ago
PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications
Abstract. This paper presents PLDA, our parallel implementation of Latent Dirichlet Allocation on MPI and MapReduce. PLDA smooths out storage and computation bottlenecks and provid...
Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, ...