Mapping CSP Networks to MPI Clusters Using Channel Graphs and Dynamic Instrumentation
Azzopardi Gabriella, Vella Kevin, Muscat Adrian · IOS Press eBooks · 2019
This work investigates a range of techniques for automatically mapping CSP process networks onto an MPI cluster. A CSP library was developed to provide the necessary functionality for implementing CSP-based concurrent applications on top of MPI. The library enables seamless communication between processes on the same node and processes across different nodes. A new configuration language was implemented to provide a straightforward way to map processes onto cluster nodes. This was designed in such a way to allow for mapping the same application using different mapping algorithms without having to recompile the application. The resulting proof-of-concept system was then used to evaluate the suitability of well-known graph partitioning algorithms for distributing a suite of CSP-based applications across a compute cluster, with the aim of reducing application execution time in each case. The experimental results are presented in summary form and briefly analyzed.