Spark for HPC: a comparison with MPI on compute-intensive applications using Monte Carlo method

With the emergence of various big data platforms in recent years, Apache Spark - a distributed large-scale computing platform, is perceived as a potential substitute for Message Passing Interface (MPI) in High Performance Computing (HPC). Due to the limitations in fault-tolerance, dynamic resource h...

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Bibliographic Details
Main Authors: Huije, Shen, Huang, Tingwei
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för informationsteknologi 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-392311