Designing Passive Synchronization for MPI-2 One-Sided Communication to Maximize Overlap ∗
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BibTeX
@MISC{Santhanaraman_designingpassive,
author = {Gopal Santhanaraman and Sundeep Narravula and Dhabaleswar K. Panda},
title = {Designing Passive Synchronization for MPI-2 One-Sided Communication to Maximize Overlap ∗},
year = {}
}
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Abstract
Scientific computing has seen an immense growth in recent years. MPI has become the defacto standard for parallel programming model for distributed memory systems. MPI-2 standard also introduced the one-sided programming model. Computation and communication overlap is an important goal for one-sided applications. While the passive synchronization mechanism for MPI-2 one-sided communication allows for good overlap, the actual overlap achieved is often limited by the design of both the MPI library and the application. In this paper we aim to improve the performance of MPI-2 one-sided communication. In particular, we focus on the following important aspects: (i) designing one-sided passive synchronization (Direct Passive) support using InfiniBand atomic operations to handle both exclusive as well as shared locks (ii) enhancing one-sided communication progress to provide scope for better overlap that one-sided applications can leverage. (iii) study the overlap potential of passive synchronization and its impact on applications. We demonstrate the possible benefits of our approaches for the MPI-2 SPLASH LU application benchmark. Our results show an improvement of up to 87 % for a 64 processes run over the existing design. 1
