Integrating apache spark into PBS-Based HPC environments

@inproceedings{Baer2015IntegratingAS,
  title={Integrating apache spark into PBS-Based HPC environments},
  author={Troy Baer and Paul Peltz and Junqi Yin and Edmon Begoli},
  booktitle={XSEDE},
  year={2015}
}
This paper describes an effort at the University of Tennessee's National Institute for Computational Sciences (NICS) to integrate Apache Spark into the widely used TORQUE HPC batch environment. The similarities and differences between the execution of a Spark program and that of an MPI program on a cluster are used to motivate how to implement Spark/TORQUE integration. An implementation of this integration, pbs-spark-submit, is described, including demonstrations of functionality on two HPC… CONTINUE READING
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