******* DEADLINE EXTENDED TO NOVEMBER 3, 2006 ******* ******************************************************************************** CALL FOR PAPERS First Workshop on Statistical and Machine learning approaches applied to ARchitectures and compilaTion (SMART '07) http://www.hipeac.net/smart-workshop.html January 28, 2007, Ghent, Belgium (co-located with HiPEAC 2007 Conference) ******************************************************************************** The rapid rate of architectural change has placed enormous stress on compiler writers to keep pace with microprocessor evolution. This problem is compounded by the current trend to have multi-cores and multi-threading which makes such systems increasingly difficult to target. Also, current methods of designing computer systems will no longer be feasible in 10-15 years time; what is needed are new innovative approaches to architecture design that scale both with advances in underlying technology and with future application domains. In recent years, several papers have been published showing great potential in constructing compilers and architectures using approaches such as machine learning and search. The purpose of this workshop is to promote new ideas and to present recent developments in compiler and architecture design using machine learning, statistical approaches, and search in order to enhance their performance, scalability, and adaptability. Topics of Interest (but not limited to): Machine Learning, Statistical Approaches, or Search applied to * Feedback-Directed Compilation * Iterative Compilation * Dynamic Compilation/Adaptive Execution * Parallel Compiler Optimizations * Low-power Optimizations * Simulation * Performance Models * Processor and System Architecture * Design Space Exploration * Other Topics relevant to Intelligent and Adaptive Compilers/Architectures **** Paper Submission Guidelines **** We invite two kinds papers: * Research papers with new results (15 page limit) * Short position/experience papers (5 page limit) NOTE: Important ammendment to publication procedure: In order to increase the importance of this workshop, we will host all accepted papers on the workshop website. Papers must be submitted in the PDF (preferably) or postscript formats. Email your submissions to jcavazos@inf.ed.ac.uk. We suggest to use LNCS LaTeX templates that can be found at http://www.springeronline.com/lncs (go to "For Authors" and then "Information for LNCS Editors/Authors") Proceedings: An informal collection of the papers to be presented will be distributed at the workshop. Questions regarding the workshop proceedings should be forwarded to jcavazos@inf.ed.ac.uk . **** Important Dates **** Deadline for submission: November 3, 2006 Decision notification: December 4, 2006 Workshop: January 28, 2007 **** Organizing Committee **** Workshop Organizers John Cavazos, University of Edinburgh, UK Grigori Fursin, INRIA Futurs, France Program Committee Matthew Arnold, IBM T.J. Watson Research Center, USA Francois Bodin, IRISA, France Calin Cascaval, IBM T.J. Watson Research Center, USA John Cavazos, Edinburgh University, UK Albert Cohen, INRIA Futurs, France Lieven Eeckhout, Ghent University, Belgium Ari Freund, IBM Haifa Research Lab, Israel Grigori Fursin, INRIA Futurs, France Peter Knijnenburg, University of Amsterdam, Netherlands Sally McKee, Cornell University, USA Eliot Moss, University of Massachusetts (Amherst), USA Michael O'Boyle, Edinburgh University, UK David Padua, University of Illinois at Urbana-Champaign, USA Devika Subramanian, Rice University, USA Olivier Temam, INRIA Futurs, France Matthew J. Thazhuthaveetil, Indian Institute of Science, India Richard Vuduc, Lawrence Livermore National Laboratory, USA Chris Williams, Edinburgh University, UK Ayal Zaks, IBM Haifa Research Lab, Israel [ comp.ai is moderated ... your article may take a while to appear. ]
CFP: reminder: SMART'07
Started by ●October 23, 2006