On communication latency in PRAM computations
SPAA '89 Proceedings of the first annual ACM symposium on Parallel algorithms and architectures
SPAA '89 Proceedings of the first annual ACM symposium on Parallel algorithms and architectures
The APRAM: incorporating asynchrony into the PRAM model
SPAA '89 Proceedings of the first annual ACM symposium on Parallel algorithms and architectures
Communication complexity of PRAMs
Theoretical Computer Science - Special issue: Fifteenth international colloquium on automata, languages and programming, Tampere, Finland, July 1988
A bridging model for parallel computation
Communications of the ACM
Vector models for data-parallel computing
Vector models for data-parallel computing
Designing broadcasting algorithms in the postal model for message-passing systems
SPAA '92 Proceedings of the fourth annual ACM symposium on Parallel algorithms and architectures
LogP: towards a realistic model of parallel computation
PPOPP '93 Proceedings of the fourth ACM SIGPLAN symposium on Principles and practice of parallel programming
Proceedings of the seventh annual ACM symposium on Parallel algorithms and architectures
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
Fast Parallel Sorting Under LogP: Experience with the CM-5
IEEE Transactions on Parallel and Distributed Systems
LogGP: incorporating long messages into the LogP model for parallel computation
Journal of Parallel and Distributed Computing
Wavelets for computer graphics: theory and applications
Wavelets for computer graphics: theory and applications
A quantitative comparison of parallel computation models
ACM Transactions on Computer Systems (TOCS)
Adaptive communication algorithms for distributed heterogeneous systems
Journal of Parallel and Distributed Computing - Special issue on software support for distributed computing
Scheduling outtrees of height one in the LogP model
Parallel Computing - Special issue on new trends on scheduling in parallel and distributed systems
Scheduling balanced task-graphs to LogP-machines
Parallel Computing - Special issue on new trends on scheduling in parallel and distributed systems
List scheduling of general task graphs under LogP
Parallel Computing - Special issue on new trends on scheduling in parallel and distributed systems
What's next in high-performance computing?
Communications of the ACM - Ontology: different ways of representing the same concept
Assessing Fast Network Interfaces
IEEE Micro
On Optimal Strategies for Cycle-Stealing in Networks of Workstations
IEEE Transactions on Computers
Efficient Collective Communication on Heterogeneous Networks of Workstations
ICPP '98 Proceedings of the 1998 International Conference on Parallel Processing
Fast Measurement of LogP Parameters for Message Passing Platforms
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
Sharing Partitionable Workloads in Heterogeneous NOWs: Greedier Is Not Better
CLUSTER '01 Proceedings of the 3rd IEEE International Conference on Cluster Computing
Parallelism in random access machines
STOC '78 Proceedings of the tenth annual ACM symposium on Theory of computing
Efficient Collective Communication in Distributed Heterogeneous Systems
ICDCS '99 Proceedings of the 19th IEEE International Conference on Distributed Computing Systems
HLogGP: a new parallel computational model for heterogeneous clusters
CCGRID '04 Proceedings of the 2004 IEEE International Symposium on Cluster Computing and the Grid
Modeling multigrain parallelism on heterogeneous multi-core processors: a case study of the cell BE
HiPEAC'08 Proceedings of the 3rd international conference on High performance embedded architectures and compilers
An approach to distributed fault injection experiments
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
mPlogP: A Parallel Computation Model for Heterogeneous Multi-core Computer
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
An analytical model for multilevel performance prediction of Multi-FPGA systems
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Cache size in a cost model for heterogeneous skeletons
Proceedings of the fifth international workshop on High-level parallel programming and applications
Automatic tuning of iterative computation on heterogeneous multiprocessors with ADITHE
The Journal of Supercomputing
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Heterogeneous clusters claim for new models and algorithms. In this paper, a new parallel computational model is presented. The model, based on the LogGP model, has been extended to be able to deal with heterogeneous parallel systems. For that purpose, the LogGP's scalar parameters have been replaced by vector and matrix parameters to take into account the different nodes' features. The work presented here includes the parametrization of a real cluster, which illustrates the impact of node heterogeneity over the model's parameters. Finally, the paper presents some experiments that can be used for assessing the method's validity, together with the main conclusions and future work.