A performance analysis and optimization of PMIx-based HPC software stacks

Abstract

Process management libraries and runtime environments serve an important role in the HPC application lifecycle. This work provides a roadmap for implementing a high-performance PMIx based software stacks and targets four performance-critical areas presenting novel codesigned solutions that significantly improve application performance during initialization and wire-up at scale.First, the new locking and thread-safety schemes of the PMIx on-host communication are designed demonstrating up to 66x reduction in PMIx_Get latency.Second, the optimizations of protocols involved in the wire-up procedure are proposed. Specific improvements in the UCX endpoint address representation, the layout of PMIx metadata, and the use of Little-Endian Base 128 encoding decreased the volume of inter-node data exchanged by up to 8.6x.Third, a modification of the Bruck concatenation algorithm is presented that scales better than ring- and tree-based implementations currently used in resource managers for PMIx data exchange.Lastly, an out-of-band channel leveraging the high-performance fabric is evaluated demonstrating orders of magnitude performance improvement compared to the existing implementation.