Scope:
For the next decade, Moore's Law is still going to bring higher transistor densities allowing Billions of transistors to be integrated on a single chip. However, it becomes obvious that exploiting significant amounts of instruction-level parallelism with deeper pipelines and more aggressive wide-issue superscalar techniques, and using most of the transistor budget for large on-chip caches has come to a dead end. Especially, scaling performance with higher clock frequencies is getting more and more difficult because of heat dissipation problems and too high energy consumption. The latter is not only a technical problem for mobile systems, but is even going to become a severe problem for computing centers because high energy consumption leads to significant cost factors in the budget. For the moment, improving performance can only be achieved by exploiting parallelism on all system levels.
Multicore architectures like Graphics Processing Unit (GPU) offer a better performance/Watt ratio than single core architectures with similar performance. Combining multicore and coprocessor technology promises extreme computing power for highly CPU-time-consuming applications like in image processing.
The Special Session on GPU Computing and Hybrid Computing aims at providing a forum for scientific researchers and engineers on hot topics related to GPU computing and hybrid computing with special emphasis on applications, performance analysis, programming models and mechanisms for mapping codes.
Topics:
GPU computing, multi GPU processing, hybrid computing;
Programming models, programming frameworks, CUDA, OpenCL, communication libraries;
Mechanisms for mapping codes;
Task allocation;
Fault tolerance;
Performance analysis;
Applications: image processing, signal processing, linear algebra, numerical simulation, optimization;
Domains: computer science, electronic, embedded systems, telecommunication, medical imaging, finance.
Important Dates:
Paper submission deadline: August 15, 2011 Notification of acceptance: October 17, 2011 Camera ready papers due: November 11, 2011 Conference: February 15-17, 2012
Submission Details:
Prospective authors should submit a full paper not exceeding 5000 words in length and including a 150-200 word abstract. To facilitate an anonymous reviewing process, the first page of the paper should contain only the title and abstract. Proceedings will be published by IEEE Computer Society's Conference Publishing Service (CPS). Authors of accepted papers are expected to register and present the paper at the Conference.
Papers submitted to the Special Session must be submitted through the conference submission system with an indication of the name of the Special Session. Papers must adhere to the formatting rules of the conference and will undergo the same review process as other papers submitted to the conference. Paper submission: http://www.pdp2012.org/
Chairs:
Didier El Baz, team CDA, LAAS-CNRS, France
Michael Hübner, Karlsruhe Institute of Technology, Germany
Program Committee:
Grey Ballard, UC Berkeley, USA
Daniel Becker, German Research School for Simulation Science, Germany
Matthias Birk, Karlsruher Institut für Technologie, Germany
Vincent Boyer, CIRRELT, University of. Montréal, Canada
David Defour, University of Perpignan, France
Didier. El Baz, LAAS-CNRS, France
Dominik Göddeke, Technische Universität Dortmund, Germany
Diana Göhringer, Fraunhofer IOSB, Germany
Antonio Gomez Iglesias, Universidad de Extremadura, Spain
Michael Hübner, Karlsruhe Institute of Technology, Germany
Fumihiko Ino, Osaka University, Japan
Volodymyr Kindratenko, NCSA, University of Illinois, USA
Dimitri Komatisch, University of Toulouse, France
Jens Kruger, IVDA Saarbrücken, and Scientific Computing and Imaging Institute, Germany
Mohamed Lalami, LAAS-CNRS, France
Mikko Lipastti, University of Wisconsin-Madison, USA
Jacobo Lobeiras Blanco, University of A Coruña (UDC), Spain
Frédéric Magoules, Ecole Centrale Paris, France
Roland Martin, Observatoire Midi-Pyrénées, France
John Owens, UC Davis, USA
Rasmus Pagh, IT University of Copenhagen, Denmark
Mathias Paulin, IRIT, Université Paul Sabatier, France
Everett Phillips, NVIDIA, USA
Enrique Quintana-Orti, Universidad Jaime I, Spain
Girish Ravunnikutty, University of Florida, USA
Cristina Silvano, Politecnico di Milano, Italy
C. Vuik, TU Delft, Netherlands
Daniel Weiskopf, VISUS - Visualization Research Center, Universitaet Stuttgart, Germany
Contact:
elbaz@laas.fr
Michael.Huebner@kit.edu