[hpc-announce] High Performance Machine Learning Workshop - HPML 2018: call for Papers - June 25th

Bruno Raffin bruno.raffin at inria.fr
Tue May 15 00:01:05 CDT 2018


High Performance Machine Learning Workshop - HPML 2018

To be held in conjunction with the 30th International Symposium on 
Computer Architecture and High Performance Computing (SBAC-PAD 2018)
September 24th, 2018 - Lyon, France

This workshop is intended to bring together the Machine Learning (ML), 
Artificial Intelligence (AI) and High Performance Computing (HPC) 
communities. In recent years, much progress has been made in Machine 
Learning and Artificial Intelligence in general. This progress required 
heavy use of high performance computers and accelerators. Moreover, ML 
and AI have become a “killer application” for HPC and, consequently, 
driven much research in this area. These facts point to an important 
cross-fertilization that this workshop intends to nourish

We invite authors to submit original work to HPML. Proceedings will be 
published in IEEE Xplore. Furthermore, a number of selected papers will 
be invited to a special issue of the Journal of Parallel and Distributed 
Computing (Elsevier - JPDC).

Topics of interest include, but are not limited to:
  - Machine learning (including deep learning) models
  - Large scale machine learning applications
  - Statistical models
  - Large scale data analytics
  - Machine learning applied to HPC
  - Accelerated Machine Learning
  - HPC applied to Machine Learning
  - Benchmarking, performance measurements, and analysis of ML models
  - Hardware acceleration for ML and AI
  - Parallel ML and AI models
  - HPC infrastructure and resource management for ML

Submissions must be in English, limited to 8 pages in the IEEE 
conference format – see: 

All submissions should be made electronically through the Easychair 
website - https://easychair.org/conferences/?conf=hpml2018

Important dates:
  - Abstract deadline: June 18th, 2018
  - Submission deadline: June 25th, 2018
  - Workshop paper reviews due: July 9th, 2018
  - Acceptance notifications: July 13th, 2018
  - Camera-ready papers: July 18th, 2018
  - Workshop: September 24th, 2018

Organizing Committee:
  - Eduardo Rocha Rodrigues, IBM Research
  - Jairo Panetta, Instituto Tecnologico de Aeronautica
  - Bruno Raffin, INRIA
Program Committee:
  - Aline Paes, UFF
  - Edmilson Morais, IBM
  - Emmanuel Jeannot, INRIA
  - Fabio Cozman, USP
  - Gina Maira Barbosa de Oliveira, UFU
  - Guillaume Aupy, INRIA
  - Mauricio Araya, Shell
  - Olivier Beaumont, INRIA
  - Olivier Coulaud, INRIA
  - Pedro Mario Cruz, Nvidia



Bruno Raffin
INRIA Research Director
DataMove Project-team Leader
Univ. Grenoble Alpes
Phone: +33 4 57 42 15 49
Web: http://www-id.imag.fr/~raffin/ <http://www-id.imag.fr/%7Eraffin/>
Office: 433
Surface Mail:
  Bâtiment IMAG
  700 avenue Centrale
  Domaine Universitaire
  38401  Saint-Martin-d’Hères

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