EXADAPT 2011 - EXADAPT 2011 : 1st International Workshop on Adaptive Self-Tuning Computing Systems for the Exaflop Era

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Category EXADAPT 2011

Deadline: March 27, 2011 | Date: June 05, 2011

Venue/Country: California, U.S.A

Updated: 2011-02-20 21:51:20 (GMT+9)

Call For Papers - CFP

Adaptive Self-tuning Computing Systems

for Exaflop Era

June 5th, 2011, San Jose, California

(co-located with PLDI 2011 / FCRC 2011)

http://exadapt.org

http://twitter.com/workshop_adapt

Keynote speaker: TBA

Modern large scale computing systems are rapidly evolving and may soon

feature millions of cores with exaflop performance. However, this leads to

a tremendous complexity with an unprecedented number of available design

and optimization choices for architectures, applications, compilers and

run-time systems. Using outdated,non-adaptive technology results in an

enormous waste of expensive computing resources and energy, while slowing

down time to market.

The 1st International Workshop on Self-tuning, Large Scale Computing

Systems for Exaflop Era is intended to become a regular inter-disciplinary

forum for researchers, practitioners, developers and application writers to

discuss ideas, experience, methodology, applications, practical techniques

and tools to improve or change current and future computing systems using

self-tuning technology. Such systems should be able to automatically adjust

their behavior to multi-objective usage scenarios at all levels (hardware

and software) based on empirical, dynamic, iterative, statistical,

collective, bio-inspired, machine learning and other techniques while fully

utilizing available resources.

All papers will be peer-reviewed including short position papers

and should include unpublished ideas on how to simplify, automate and standardize the design,

programming, optimization and adaptation of large-scale computing systems for multiple objectives

to improve performance, power consumption, utilization, reliability and scalability

including the following topics:

* whole system parameterization and modularization to enable self-tuning across the whole hardware and software stack

** transformation space of static, JIT and source-to-source compilers

** run-time resource management/scheduling

** task/process/thread/data migration

** design space of architectures including heterogeneous multi-cores, accelerators, memory hierarchy and IO

* propagation and usage of the feedback between various system layers

* static and dynamic code and data partitioning/modification for self-tuning

* application conversion to support multi-level, hybrid parallelization

* modification of existing tools and applications to enable auto-tuning

* resource and contention aware scheduling

* performance, power and reliability evaluation methodologies

* scalable performance evaluation tools

* detection, classification, and mitigation of resource contentions

* collaborative optimization repositories and benchmarks

* characterization of static program constructs

* characterization of dynamic program behavior under various system load scenarios

* software/hardware co-design and co-optimization

* analysis of interactions between different parts of a large application

* prediction of optimizations and architectural designs based on prior knowledge

* scalable system and processor simulation

* hardware support for self-tuning and scheduling

* virtualization

* fault-tolerance

We invite papers in two categories:

* Full papers should be at most 12 pages long including bibliography and

appendices. Papers in this category are expected to have relatively mature

content. Full paper presentations will be 25 minutes each.

* Position papers should be at most 6 pages long including bibliography and

appendices. Preliminary and exploratory work are welcome in this category,

including wild & crazy ideas. Position paper presentations will be 10 minutes

each. Authors submitting papers in this category must prepend the phrase

Position Paper: to the title of the submitted paper.

Submissions should be PDF documents typeset in the ACM proceedings format using

10pt fonts. SIGPLAN-approved templates can be found at

http://www.acm.org/sigs/sigplan/authorInformation.htm. We recommend using this

format, which improves greatly on the ACM LaTeX format. All submissions must be

in English. Page limits are strict.

Both full and position papers must describe work not published in other refereed

venues. Accepted papers will appear in the workshop proceedings which will be

distributed to workshop participants.

Paper submission website: http://www.easychair.org/conferences/?conf=adapt2011

* Submissions due: March 27th, 2011 (23:59:59 submitter's time zone)

* Author notification: April 30th, 2011

* Revised papers due: May 15th, 2011

* Early registration deadline: TBA (Register at http://pldi11.cs.utah.edu)

* Grigori Fursin, Exascale Computing Research Center, France

* Robert Hundt, Google, USA

* Jason Mars, University of Virginia, USA

* Yuriy Kashnikov, Exascale Computing Research, France

* Erik R. Altman, IBM TJ Watson, USA

* David H. Bailey, Lawrence Berkeley National Laboratory, USA

* Steve Blackburn, Australian National University, Australia

* Wenguang Chen, Tsinghua University, China

* Keith Cooper, Rice University, USA

* Lieven Eeckhout, Ghent University, Belgium

* Julia Fedorova, Intel, Russia

* Rajiv Gupta, University of California, Riverside, USA

* William Jalby, UVSQ, France

* Geoff Lowney, Intel, USA

* Bernd Mohr, Julich Supercomputing Centre, Germany

* Tipp Moseley, Google, USA

* Toshio Nakatani, IBM Tokyo Research Lab, Japan

* Michael O'Boyle, University of Edinburgh, UK

* Kunle Olukotun, Stanford University, USA

* David Padua, UIUC, USA

* Keshav Pingali, University of Texas at Austin, USA

* Markus Puschel, ETH Zurich, Switzerland

* Mary Lou Soffa, University of Virginia, USA

* Richard Vuduc, Georgia Tech, USA

* Ben Zorn, Microsoft, USA

* Google

* ACM SIGPLAN (pending)