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- articleMarch 2019
Analytical Communication Performance Models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms
- Juan A. Rico-Gallego,
- Juan C. Díaz-Martín,
- Carmen Calvo-Jurado,
- Sergio Moreno-Álvarez,
- Juan L. García-Zapata
The Journal of Supercomputing (JSCO), Volume 75, Issue 3Pages 1654–1669https://doi.org/10.1007/s11227-018-2724-8Data partitioning on heterogeneous HPC platforms is formulated as an optimization problem. The algorithm departs from the communication performance models of the processes representing their speeds and outputs a data tiling that minimizes the ...
- surveyJanuary 2019
A Survey of Communication Performance Models for High-Performance Computing
ACM Computing Surveys (CSUR), Volume 51, Issue 6Article No.: 126, Pages 1–36https://doi.org/10.1145/3284358This survey aims to present the state of the art in analytic communication performance models, providing sufficiently detailed descriptions of particularly noteworthy efforts. Modeling the cost of communications in computer clusters is an important and ...