Deadlock-Free Message Routing in Multiprocessor Interconnection Networks
IEEE Transactions on Computers
A comprehensive analytical model for wormhole routing in multicomputer systems
Journal of Parallel and Distributed Computing
Performance Analysis of Buffering Schemes in Wormhole Routers
IEEE Transactions on Computers
Memory Hierarchy Considerations for Cost-Effective Cluster Computing
IEEE Transactions on Computers
An Improved Analytical Model for Wormhole Routed Networks with Application to Butterfly Fat-Trees
ICPP '97 Proceedings of the international Conference on Parallel Processing
k -ary n -trees: High Performance Networks for Massively Parallel Architectures
IPPS '97 Proceedings of the 11th International Symposium on Parallel Processing
CANPC '98 Proceedings of the Second International Workshop on Network-Based Parallel Computing: Communication, Architecture, and Applications
The Impact of Path Selection Algorithm of Adaptive Routing for Implementing Deterministic Routing
PDPTA '02 Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications - Volume 3
Analysis of k-ary n-cubes with dimension-ordered routing
Future Generation Computer Systems - Selected papers from CCGRID 2002
Effective Metacomputing using LSF MultiCluster
CCGRID '01 Proceedings of the 1st International Symposium on Cluster Computing and the Grid
A queueing model for wormhole routing with timeout
ICCCN '95 Proceedings of the 4th International Conference on Computer Communications and Networks
K-ary N-trees: High Performance Networks for Massively Parallel Architectures
K-ary N-trees: High Performance Networks for Massively Parallel Architectures
Principles and Practices of Interconnection Networks
Principles and Practices of Interconnection Networks
An Effective Methodology to Improve the Performance of the Up*/Down* Routing Algorithm
IEEE Transactions on Parallel and Distributed Systems
Queuing Network Modeling of a Cluster-Based Parallel System
HPCASIA '04 Proceedings of the High Performance Computing and Grid in Asia Pacific Region, Seventh International Conference
A performance model of compressionless routing in k-ary n-cube networks
Performance Evaluation
Parallel I/O scheduling in multiprogrammed cluster computing systems
ICCS'03 Proceedings of the 2003 international conference on Computational science
Study of a cluster-based parallel system through analytical modeling and simulation
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Multi-cluster computing interconnection network performance modeling and analysis
Future Generation Computer Systems
MIP model scheduling for multi-clusters
Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops
An analytical model for on-chip interconnects in multimedia embedded systems
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on ESTIMedia'10
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This paper addresses the problem of performance modeling for large-scale heterogeneous distributed systems with emphases on multi-cluster computing systems. Since the overall performance of distributed systems is often depends on the effectiveness of its communication network, the study of the interconnection networks for these systems is very important. Performance modeling is required to avoid poorly chosen components and architectures as well as discovering a serious shortfall during system testing just prior to deployment time. However, the multiplicity of components and associated complexity make performance analysis of distributed computing systems a challenging task. To this end, we present an analytical performance model for the interconnection networks of heterogeneous multi-cluster systems. The analysis is based on a parametric family of fat-trees, the m-port n-tree, and a deterministic routing algorithm, which is proposed in this paper. The model is validated through comprehensive simulation, which demonstrated that the proposed model exhibits a good degree of accuracy for various system organizations and under different working conditions.