[hpc-announce] High Performance Machine Learning Workshop @CCGRID2019 CFP

Bruno Raffin bruno.raffin at inria.fr
Thu Dec 6 09:57:12 CST 2018


[We apologize if you receive multiple copies of this CFP]


Second High Performance Machine Learning Workshop - HPML 2019


In conjunction with the 19th IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing - CCGrid 2019
May 14th, 2019 - Cyprus


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 as well. 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. Pending special issue of a top journal for the best papers of HPML2019 - in the last edition of the workshop, best papers were invited to Elsevier JPDC - Special Issue on Advances on Parallel and High Performance Computing for AI Applications.


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
 - Parallel Causal Models


Submissions must be in English, limited to 8 pages in the IEEE conference format – see: https://www.ieee.org/conferences/publishing/templates.html


All submissions should be made electronically through the Easychair website - https://easychair.org/conferences/?conf=hpml2019


Important dates:
 - Abstract deadline: February 16th, 2019
 - Submission deadline: February 22nd, 2019
 - Acceptance notifications: March 15th, 2019
 - Camera-ready papers: March 29th, 2019
 - Workshop: May 14th, 2019


Organizing Committee:
 - Eduardo Rocha Rodrigues, IBM Research
 - Jairo Panetta, Instituto Tecnologico de Aeronautica
 - Bruno Raffin, INRIA
 - Abhishek Gupta, Schlumberger USA
 - Leonardo Bautista Gomez, Barcelona Supercomputing Center
 - Marco Netto, IBM Research


Last year HPML program: https://hpml2018.github.io/#program

Bruno Raffin
INRIA Research Scientist
Moais Project
LIG (Grenoble Informatics Laboratory)
Phone: +33 4 56 52 71 39
Web: http://www-id.imag.fr/~raffin/

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