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HPC-BLAST: Distributed BLAST for Modern HPC Clusters.

2019; Volume: 60; Linguagem: Inglês

10.29007/qm7h

2398-7340

Shane E. Sawyer, Mitchel D. Horton, Chad Burdyshaw, Glenn Brook, Bhanu Rekapalli,

Scientific Computing and Data Management

The near exponential growth in sequence data available to bioinformaticists, and the emergence of new fields of biological research, continue to fuel an incessant need for in- creases in sequence alignment performance. Today, more than ever before, bioinformatics researchers have access to a wide variety of HPC architectures including high core count Intel Xeon processors and the many-core Intel Xeon Phi. In this work, the implementation of a distributed, NCBI compliant, BLAST+ (C++ toolkit) code, targeted for multi- and many-core clusters, such as those containing the Intel Xeon Phi line of products is presented. The solution is robust: distributed BLAST runs can use the CPU only, the Xeon Phi processor or coprocessor, or both by utilizing the CPU or Xeon Phi processor plus a Xeon Phi coprocessor. The distributed BLAST implementation employs static load balancing, fault tolerance, and contention aware I/O. The distributed BLAST implementation, HPC-BLAST, maintains greater than 90% weak scaling efficiency on up to 160 Xeon Phi (Knights Landing) nodes. The source code and instructions, are available under the Apache License, Version 2.0 at https://github.com/UTennessee-JICS/HPC-BLAST.