Jammer, Tim ; Bischof, Christian (2022)
Compiler-enabled optimization of persistent MPI Operations.
SC22: The International Conference for High Performance Computing, Networking, Storage and Analysis. Dallas, USA (13.11.2022-18.11.2022)
doi: 10.1109/ExaMPI56604.2022.00006
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Kurzbeschreibung (Abstract)

MPI is widely used for programming large HPC clusters. MPI also includes persistent operations, which specify recurring communication patterns. The idea is that the usage of those operations can result in a performance benefit compared to the standard non-blocking communication. But in current MPI implementations, this performance benefit is not really observable. We determine the message envelope matching as one of the causes of overhead. Unfortunately, this matching can only hardly be overlapped with computation. In this work, we explore how compiler knowledge can be used to extract more performance benefit from the usage of persistent operations. We find that the compiler can do some of the required matching work for persistent MPI operations. As persistent MPI requests can be used multiple times, the compiler can, in some cases, prove that message matching is only needed for the first occurrence and can be entirely skipped for subsequent instances.

In this paper, we present the required compiler analysis, as well as an implementation of a communication scheme that skips the message envelope matching and directly transfers the data via RDMA instead. This allows us to substantially reduce the communication overhead that cannot be overlapped with computation. Using the Intel IMB-ASYNC Benchmark, we can see a communication overhead reduction of up to 95 percent for larger message sizes.

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