Mapping and Load-Balancing Iterative Computations on Heterogeneous Clusters

Static load-balancing techniques for iterative computations on heterogeneous clusters

This paper is devoted to static load balancing techniques for mapping iterative algorithms onto heterogeneous clusters. The application data is partitioned over the processors. At each iteration, independent calculations are carried out in parallel, and some communications take place. The question is to determine how to slice the application data into chunks, and to assign these chunks to the p...

Load-Balancing Iterative Computations on Heterogeneous Clusters

Load-balancing iterative computations in heterogeneous clusters with shared communication links

This paper is devoted to mapping iterative algorithms onto heterogeneous clusters. The application data is partitioned over the processors, which are arranged along a virtual ring. At each iteration, independent calculations are carried out in parallel, and some communications take place between consecutive processors in the ring. The question is to determine how to slice the application data i...

Static Load-Balancing Techniques for Iterative Computation on Heterogeneous Clusters

This paper is devoted to static load balancing techniques for mapping iterative algorithms onto heterogeneous clusters. The application data is partitioned over the processors. At each iteration, independent calculations are carried out in parallel, and some communications take place. The question is to determine how to slice the application data into chunks, and to assign these chunks to the p...

Load-Balancing Iterative Computations on Heterogeneous Clusters with Shared Communication Links

We focus on mapping iterative algorithms onto heterogeneous clusters. The application data is partitioned over the processors, which are arranged along a virtual ring. At each iteration, independent calculations are carried out in parallel, and some communications take place between consecutive processors in the ring. The question is to determine how to slice the application data into chunks, a...