Dissemination:Workshops:SMART10

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4th Workshop on Statistical and Machine learning approaches to ARchitecture and compilaTion
(SMART'10)

Keynote talk: Prof. Keith Cooper, Rice University, USA

January 24, 2010, Pisa, Italy

(co-located with HiPEAC 2010 Conference)

Final program

Program Chair:

David Whalley
Florida State University, USA

Workshop Organizers:

Grigori Fursin
INRIA, France
John Cavazos
University of Delaware, USA

Steering Committee:

Francois Bodin
CAPS Entreprise, France
John Cavazos
University of Delaware, USA
Lieven Eeckhout
Ghent University, Belgium
Grigori Fursin
INRIA, France
Michael O'Boyle
University of Edinburgh, UK
David Padua
UIUC, USA
Olivier Temam
INRIA, France
Richard Vuduc
Georgia Tech, USA

Program Committee:

Denis Barthou
University of Versailles, France
Chun Chen
University of Utah, USA
Bruce Childers
University of Pittsburgh, USA
Rudolf Eigenmann
Purdue University, USA
Björn Franke
University of Edinburgh, UK
Maria Garzaran
UIUC, USA
Sabine Glesner
TU Berlin, Germany
Engin Ipek
Microsoft Research, USA
Prasad Kulkarni
University of Kansas, USA
Xiaoming Li
University of Delaware, USA
Peter Marwedel
TU Dortmund, Germany
Bilha Mendelson
IBM Haifa, Israel
Kathryn McKinley
University of Texas, USA
Boyana Norris
Argonne National Laboratory, USA
Yunheung Paek
Seoul National University, Korea
Markus Püschel
Carnegie Mellon University, USA
Apan Qasem
Texas State University, USA
Martin Schulz
LLNL, USA
Xipeng Shen
College of William & Mary, USA
Linda Torczon
Rice University, USA
R. Clint Whaley
UTSA, USA
Chengyong Wu
ICT, China
Qing Yi
UTSA, USA

Web shortcut: http://cTuning.org/workshop-smart10

The rapid rate of architectural change and the large diversity of architecture features has made it increasingly difficult for compiler writers to keep pace with microprocessor evolution. This problem has been compounded by the introduction of multicores. Thus, compiler writers have an intractably complex problem to solve. A similar situation arises in processor design where new approaches are needed to help computer architects make the best use of new underlying technologies and to design systems well adapted to future application domains.

Recent studies have shown the great potential of statistical machine learning and search strategies for compilation and machine design. The purpose of this workshop is to help consolidate and advance the state of the art in this emerging area of research. The workshop is a forum for the presentation of recent developments in compiler techniques and machine design methodologies based on space exploration and statistical machine learning approaches with the objective of improving performance, parallelism, scalability, and adaptability.

Topics of interest include (but are not limited to):

Machine Learning, Statistical Approaches, or Search applied to

Empirical Automatic Performance Tuning
Iterative Feedback-Directed Compilation
Self-tuning Programs, Libraries and Language Extensions
Dynamic Optimization/Split Compilation/Adaptive Execution
Adaptive Parallelization
Low-power Optimizations
Adaptive Virtualization
Performance Modeling
Performance Portability
Adaptive Processor and System Architecture
Architecture Simulation and Design Space Exploration
Collective Optimization
Self-tuning Computing Systems
Other Topics relevant to Intelligent and Adaptive Compilers/Architectures/OS

Paper Submission Guidelines:

LNCS specification web site

Submission website:

https://cmt.research.microsoft.com/SMART2010/Default.aspx

Important Dates:

Deadline for submission:	~~November 22, 2009~~
Decision notification:	~~December 18, 2009~~
Deadline for camera-ready papers:	~~January 6, 2010~~
Workshop:	January 24, 2010 (half-day)

Previous Workshops:

Misc:

MILEPOST GCC - community-driven machine learning enabled self-tuning research compiler

Sponsors:

@@ Line 2: / Line 2: @@
 <tr>
-<td width="280" align="center">http://ctuning.org/wiki/images/logo_matmul.gif</td>
+<td width="280" align="center">http://ctuning.org/wiki/images/logo_matmul1.gif</td>
 <td width="90%" align="center" valign="center" style="background: rgb(255, 255, 255) none repeat scroll 0% 0%; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial;">
 <font size="5">
 th Workshop on Statistical and Machine learning approaches to ARchitecture and compilaTion<BR>
 (SMART'10)
-</font><br><br>
+</font>
+<br><BR>
+<font size="3" color="#FF0000">
+'''Keynote talk:''' ''Prof. Keith Cooper, Rice University, USA''
+</font>
+<br><BR>
 <font size="2">
 <i>
-'''January 23 or 24, 2010, Pisa, Italy'''<BR><BR>
+'''January 24, 2010, Pisa, Italy'''<BR><BR>
 (co-located with [http://www.hipeac.net/conference HiPEAC 2010 Conference])
 </i>
 </font>
+<br>
+<font size="4">
+'''''[[Dissemination:Workshops:SMART10:Program|Final program]]'''''
+</font>
 </td>
-<td width="160" align="left">http://ctuning.org/wiki/images/logo_processor.gif</td>
+<td width="160" align="left">http://ctuning.org/wiki/images/logo_processor.jpg</td>
 </tr>
 <tr>
@@ Line 22: / Line 33: @@
 * ''[http://www.cs.fsu.edu/~whalley David Whalley]''<BR>Florida State University, USA
-'''Program Organizers:'''
+'''Workshop Organizers:'''
 * ''[http://fursin.net/research Grigori Fursin]''<BR>INRIA, France
 * ''[http://www.cis.udel.edu/~cavazos John Cavazos]''<BR>University of Delaware, USA
+'''Steering Committee:'''<BR>
+* ''[http://www.caps-entreprise.com Francois Bodin]''<BR>CAPS Entreprise, France
+* ''[http://www.cis.udel.edu/~cavazos John Cavazos]''<BR>University of Delaware, USA
+* ''[http://users.elis.ugent.be/~leeckhou Lieven Eeckhout]''<BR>Ghent University, Belgium
+* ''[http://fursin.net/research Grigori Fursin]''<BR>INRIA, France
+* ''[http://www.dcs.ed.ac.uk/home/mob Michael O'Boyle]''<BR>University of Edinburgh, UK
+* ''[http://hpc.cs.uiuc.edu/~padua David Padua]''<BR>UIUC, USA
+* ''[http://www.lri.fr/~temam Olivier Temam]''<BR>INRIA, France
+* ''[http://vuduc.org Richard Vuduc]''<BR>Georgia Tech, USA
 '''Program Committee:'''<BR>
-<ul>''TBA''</ul>
+* ''[http://www.prism.uvsq.fr/~bad Denis Barthou]''<BR>University of Versailles, France
+* ''[http://www.cs.utah.edu/~chunchen Chun Chen]''<BR>University of Utah, USA
+* ''[http://www.cs.pitt.edu/~childers Bruce Childers]''<BR>University of Pittsburgh, USA
+* ''[http://cobweb.ecn.purdue.edu/~eigenman Rudolf Eigenmann]''<BR>Purdue University, USA
+* ''[http://homepages.inf.ed.ac.uk/bfranke Björn Franke]''<BR>University of Edinburgh, UK
+* ''[http://polaris.cs.uiuc.edu/~garzaran Maria Garzaran]''<BR>UIUC, USA
+* ''[http://www.info.uni-karlsruhe.de/~glesner Sabine Glesner]''<BR>TU Berlin, Germany
+* ''[http://research.microsoft.com/en-us/people/ipek Engin Ipek]''<BR>Microsoft Research, USA
+* ''[http://www.ittc.ku.edu/~kulkarni Prasad Kulkarni]''<BR>University of Kansas, USA
+* ''[http://www.ece.udel.edu/~xli Xiaoming Li]''<BR>University of Delaware, USA
+* ''[http://ls12-www.cs.tu-dortmund.de/~marwedel Peter Marwedel]''<BR>TU Dortmund, Germany
+* ''[http://domino.research.ibm.com/comm/research_people.nsf/pages/bilha.index.html Bilha Mendelson]''<BR>IBM Haifa, Israel
+* ''[http://www.cs.utexas.edu/~mckinley Kathryn McKinley]''<BR>University of Texas, USA
+* ''[http://www.mcs.anl.gov/~norris Boyana Norris]''<BR>Argonne National Laboratory, USA
+* ''[http://optimizer.snu.ac.kr/ypaek Yunheung Paek]''<BR>Seoul National University, Korea
+* ''[http://www.ece.cmu.edu/~pueschel Markus Püschel]''<BR>Carnegie Mellon University, USA
+* ''[http://www.cs.txstate.edu/~aq10 Apan Qasem]''<BR>Texas State University, USA
+* ''[http://people.llnl.gov/schulz6 Martin Schulz]''<BR>LLNL, USA
+* ''[http://www.cs.wm.edu/~xshen Xipeng Shen]''<BR>College of William & Mary, USA
+* ''[http://www.cs.rice.edu/~linda Linda Torczon]''<BR>Rice University, USA
+* ''[http://www.cs.utsa.edu/~whaley R. Clint Whaley]''<BR>UTSA, USA
+* ''[http://www.ict.ac.cn/english Chengyong Wu]''<BR>ICT, China
+* ''[http://www.cs.utsa.edu/~qingyi Qing Yi]''<BR>UTSA, USA
 </td>
 <td colspan="2" align="left" valign="top">
+{{CShortCut|workshop-smart10}}
 The rapid rate of architectural change and the large diversity
@@ Line 38: / Line 84: @@
 A similar situation arises in processor design where new approaches
 are needed to help computer architects make the best use of new underlying
-technologies and to design systems well adapted to futureapplication domains.
+technologies and to design systems well adapted to future application domains.
 Recent studies have shown the great potential of statistical machine
@@ Line 70: / Line 116: @@
 '''Paper Submission Guidelines:'''<BR>
 <ul>
-Submitted papers should be original and not published or submitted for publication elsewhere. Papers should use the LNCS format and should be 15 pages maximum. Manuscript preparation guidelines can be found at the [http://www.springer.com/computer/lncs LNCS specification web site] (go to -> For Authors -> Information for LNCS Authors). Submission website will be available soon.
+Submitted papers should be original and not published or submitted for publication elsewhere. Papers should use the LNCS format and should be 15 pages maximum. Manuscript preparation guidelines can be found at the [http://www.springer.com/computer/lncs LNCS specification web site] (go to -> For Authors -> Information for LNCS Authors). Papers must be submitted in the PDF format.<BR><BR>
+An informal collection of the papers to be presented will be distributed at the workshop. All accepted papers will appear on the workshop website.
 </ul>
+'''Submission website:'''<BR>
+<ul>https://cmt.research.microsoft.com/SMART2010/Default.aspx</ul>
 '''Important Dates:'''<BR>
@@ Line 77: / Line 127: @@
 {|border="0" cellpadding="4" cellspacing="0"
 |-
-|Final deadline for submission:
+|Deadline for submission:
-|'''November 7, 2009'''
+|<s>'''November 22, 2009'''</s>
 |-
 |Decision notification:
-|'''December 14, 2009'''<BR>
+|<s>'''December 18, 2009'''</s>
+|-
+|Deadline for camera-ready papers:
+|<s>'''January 6, 2010'''</s>
 |-
 |Workshop:
-| '''January 23 or 24, 2010''' (half-day)<BR>
+| '''January 24, 2010''' (half-day)<BR>
 |}
 </ul>
@@ Line 92: / Line 145: @@
 * [http://www.hipeac.net/smart-workshop-08.html SMART'08]
 * [http://www.hipeac.net/smart-workshop-07.html SMART'07]
+'''Misc:'''<BR>
+* [http://ctuning.org/milepost-gcc MILEPOST GCC] - community-driven machine learning enabled self-tuning research compiler
+'''Sponsors:'''<BR>
+::[http://www.uvsq.fr http://ctuning.org/wiki/images/logo_uvsq1.jpg] [http://www.hipeac.net http://ctuning.org/wiki/images/logo_hipeac1.gif]
 </td>
 </table>