Alchemist: An Apache Spark ⇔ MPI interface

Kai Rothauge
Kai Rothauge
Jey Kottalam
Jey Kottalam
Lisa Gerhardt
Lisa Gerhardt
Michael F. Ringenburg
Michael F. Ringenburg
Kristyn J. Maschhoff
Kristyn J. Maschhoff

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019.

Cited by: 7|Views19
EI

Abstract:

The Apache Spark framework for distributed computation is popular in the data analytics community due to its ease of use, but its MapReduce-style programming model can incur significant overheads when performing computations that do not map directly onto this model. One way to mitigate these costs is to off-load computations onto MPI code...More

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