The communication challenge for MPP: Intel Paragon and Meiko CS-2
Parallel Computing
Proceedings of the seventh annual ACM symposium on Parallel algorithms and architectures
LogP: a practical model of parallel computation
Communications of the ACM
LoPC: modeling contention in parallel algorithms
PPOPP '97 Proceedings of the sixth ACM SIGPLAN symposium on Principles and practice of parallel programming
LoGPC: Modeling Network Contention in Message-Passing Programs
IEEE Transactions on Parallel and Distributed Systems
Matrix Multiplication on Heterogeneous Platforms
IEEE Transactions on Parallel and Distributed Systems
Implementing a performance forecasting system for metacomputing: the Network Weather Service
SC '97 Proceedings of the 1997 ACM/IEEE conference on Supercomputing
Network performance-aware collective communication for clustered wide-area systems
Parallel Computing - Clusters and computational grids for scientific computing
ECO: Efficient Collective Operations for Communication on Heterogeneous Networks
IPPS '96 Proceedings of the 10th International Parallel Processing Symposium
Adaptive Communication Algorithms for Distributed Heterogeneous Systems
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Adaptive Matrix Multiplication in Heterogeneous Environments
ICPADS '02 Proceedings of the 9th International Conference on Parallel and Distributed Systems
Self-adapting software for numerical linear algebra and LAPACK for clusters
Parallel Computing - Special issue: Parallel and distributed scientific and engineering computing
Multilevel hierarchical matrix multiplication on clusters
Proceedings of the 18th annual international conference on Supercomputing
Resource-Aware Scientific Computation on a Heterogeneous Cluster
Computing in Science and Engineering
Performance Analysis of MPI Collective Operations
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 15 - Volume 16
Concurrency and Computation: Practice & Experience
A framework for adaptive algorithm selection in STAPL
Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
Towards an Accurate Model for Collective Communications
International Journal of High Performance Computing Applications
ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 2
Performance modeling for dynamic algorithm selection
ICCS'03 Proceedings of the 2003 international conference on Computational science
Scheduling heuristics for efficient broadcast operations on grid environments
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Decision trees and MPI collective algorithm selection problem
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
A first step towards automatically building network representations
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
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A few years ago, there was a huge development of new parallel and distributed systems. For many reasons, such as the inherent heterogeneity, the diversity and the continuous evolution of such computational supports, it is very hard to solve efficiently a target problem by using a single algorithm or to write portable programs that perform well on any architecture. Towards this goal, we propose a generic framework combining communication models and adaptive approaches to deal with the performance modelling problem associated with the design of efficient parallel algorithms in grid computing environments, and we apply this methodology to collective communication operations. Experiments performed on a grid platform prove that the framework provides significant performances while determining the best combination of model and algorithm depending on the problem and architecture parameters.