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MPI+OpenMP tasking scalability for the simulation of the human brain

Author
Valero-Lara, P.; Sirvent, R.; Pena, A.; Martorell, X.; Labarta, J.
Type of activity
Presentation of work at congresses
Name of edition
25th European MPI Users' Group Meeting
Date of publication
2018
Presentation's date
2018-09-23
Book of congress proceedings
EuroMPI 2018: proceedings of the 25th European MPI Users’ Group Meeting: Barcelona, Spain: September 23-26, 2018
First page
1
Last page
8
Publisher
Association for Computing Machinery (ACM)
DOI
https://doi.org/10.1145/3236367.3236373 Open in new window
Project funding
Computación de Altas Prestaciones VII
Models de Programacio i Entorns d'eXecució PARal.lels
Repository
http://hdl.handle.net/2117/126301 Open in new window
URL
https://dl.acm.org/citation.cfm?id=3236373 Open in new window
Abstract
The simulation of the behavior of the Human Brain is one of the most ambitious challenges today with a non-end of important applications. We can find many different initiatives in the USA, Europe and Japan which attempt to achieve such a challenging target. In this work we focus on the most important European initiative (Human Brain Project) and on one of the tools (Arbor). This tool simulates the spikes triggered in a neuronal network by computing the voltage capacitance on the neurons' morphol...
Citation
Valero-Lara, P., Sirvent, R., Pena, A., Martorell, X., Labarta, J. MPI+OpenMP tasking scalability for the simulation of the human brain. A: European MPI Users' Group Meeting. "EuroMPI 2018: proceedings of the 25th European MPI Users’ Group Meeting: Barcelona, Spain: September 23-26, 2018". New York: Association for Computing Machinery (ACM), 2018, p. 1-8.
Keywords
Arbor, Behavioral research, Brain, Capacitance, Human brain, MPI, Neural networks, Neurons, OpenMP, Simulation, Tasking, Tasking application programming interfaces (API)
Group of research
CAP - High Performace Computing Group

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