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Evaluating and Improving the Performance of MPI-Allreduce on QLogic HTX/PCIe InifiniBand HCA

This thesis analysed the QLogic InfiniPath QLE7140 HCA and its onload architecture
and compared the results to the Mellanox InfiniHost III Lx HCA which uses an offload
architecture. As expected, the QLogic InfiniPath QLE7140 HCA can outperform the
Mellanox InfiniHost III Lx HCA in latency and bandwidth terms on our test system in
various test scenarios. The benchmarks showed, that sending messages with multiple
threads in parallel can increase the bandwidth greatly while bi-directional sends cut
the effective bandwidth for one HCA by up to 30%.
Different all-reduce algorithms where evaluated and compared with the help of the
LogGP model. The comparison showed that new all-reduce algorithms can outperform the ones already implemented in Open MPI for different scenarios.
The thesis also demonstrated, that one can implement multicast algorithms for InfiniBand
easily by using the RDMA-CM API.

Identiferoai:union.ndltd.org:DRESDEN/oai:qucosa.de:bsz:ch1-200901053
Date30 June 2009
CreatorsMittenzwey, Nico
ContributorsTU Chemnitz, Fakultät für Informatik, Diplom Informatiker Frank Mietke, Professor Doktor Wolfgang Rehm
PublisherUniversitätsbibliothek Chemnitz
Source SetsHochschulschriftenserver (HSSS) der SLUB Dresden
LanguageEnglish
Detected LanguageEnglish
Typedoc-type:masterThesis
Formattext/html, application/pdf, application/x-gzip, text/plain, application/zip

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