CFP ScalAH@SC: 15th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems - Papers due August 4
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NAKAJIMA, Kengo
May 7, 2024, 7:25:59 PM5/7/24
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皆様 中島研吾＠東大情基セ・理研R-CCSです。お世話になっております。
MLをお借りしてSC24併設WS「ScalaH24（15th Workshop on Latest Advances in
Scalable Algorithms for Large-Scale Heterogeneous
Systems）」論文募集のご案内を差し上げます。締切は8月4日です（たぶん延びます）。皆様奮ってご投稿ください。
重複して受信の節は何卒ご容赦いただきたく，よろしくお願いいたします。
-----------------------------------------------------------------------------
ScalAH24: 15th Workshop on Latest Advances in
Scalable Algorithms for Large-Scale Heterogeneous Systems
held in conjunction with
SC24: The International Conference on High Performance
Computing, Networking, Storage and Analysis
in cooperation with the IEEE Computer Society
November, 2024, Denver, CO, USA
http://www.csm.ornl.gov/srt/conferences/Scala/2024
Novel hybrid scalable scientific algorithms are needed with the advent of
variety of novel accelerators including graphics processing units (GPUs),
field-programmable gate arrays (FPGAs) as well as with the growth of the
size
of quantum computing devices and neuromorphic chips and various artificial
intelligence (AI) specific processors. This myriad of devices requires an
unified hybrid approach that allows efficient and scalable hybrid approaches
combining classical and novel computing paradigms to be implemented at
scale.
These extreme-scale heterogeneous systems require novel scientific
algorithms
to hide the complexity, hide network and memory latency, have advanced
communication, and have no synchronization points where possible. With the
advent of AI in the past few years the need of such scalable mathematical
methods and algorithms for such hybrid architectures that are able to handle
data and compute intensive applications at scale becomes even more
important.
Scientific algorithms for multi-petaflop and exa-flop systems also need
to be
fault tolerant and fault resilient, since the probability of faults
increases
with scale. Resilience at the system software and at the algorithmic
level is
needed as a crosscutting effort. Key science applications require novel
mathematics and mathematical models and system software that address the
scalability and resilience challenges of current- and future-generation
extreme-scale heterogeneous high performance computing (HPC) systems.
Submission Guidelines
---------------------
Authors are invited to submit manuscripts in English structured as technical
papers in PDF format with at least 5 letter size (8.5in x 11in) pages in
IEEE
two-column format and not exceeding 8 pages, plus an optional 4-page
Artifact
Description Appendix. All authors must use the proceedings templates at
https://www.ieee.org/conferences/publishing/templates.html.
Submitted papers must represent original unpublished research that is not
currently under review for any other conference or journal. Papers not
following these guidelines will be rejected without review and further
action
may be taken, including (but not limited to) notifications sent to the heads
of the institutions of the authors and sponsors of the conference.
Submissions
received after the due date, exceeding length limit, or not appropriately
structured may also not be considered. Papers should be submitted
electronically
at https://submissions.supercomputing.org.
All manuscripts will be peer-reviewed and judged on correctness,
originality,
technical strength, and significance, quality of presentation, and interest
and relevance to the workshop attendees. Accepted papers will be published
with the ACM SC Workshop proceedings. At least one author of an accepted
paper must register for and present the paper at the workshop. Authors may
contact the workshop program chair, Christian Engelmann at
engel...@ornl.gov, for more information.
Reproducibility Initiative
--------------------------
As part of a major initiative that aims to increase the level of
reproducibility
and replicability of results, ScalAH24 invites authors of technical
papers to
submit optional appendix information that can promote better
reproducibility of
computational results. Submitted Artifact Description (AD) and Artifact
Evaluation (AE) appendices should follow the SC24 conference model and
included
in the submitted manuscript
(see
https://sc24.supercomputing.org/program/papers/reproducibility-initiative/).
Up to 4 additional letter size (8.5in x 11in) pages are permitted for the AD
and AE appendices, but should not be used to circumvent the 8-page limit
for the
technical contribution. A manuscript can not be disqualified based on
information
provided or not provided in the AD/AE appendices, nor if the appendix is not
available. The availability and quality of an appendix can be used in
ranking. In
particular, if two manuscripts are of similar quality, the existence and
quality
of the AD/AE appendices can be part of the evaluation process.
Important Web Sites
-------------------
- ScalAH24 Website: https://www.csm.ornl.gov/srt/conferences/Scala/2024
- ScalAH24 Submissions: https://submissions.supercomputing.org
- SC24 website: http://sc24.supercomputing.org
Important Dates
---------------
- Submission opens: June 1, 2024
- Full paper submission: August 4, 2024
- Notification of acceptance (firm): August 27, 2024
- Final paper submission (firm): September 25, 2024 (firm, no extensions)
- Workshop/conference early registration: October 15, 2024
- Workshop/conference late registration: November 22, 2024
- Workshop: TBD
Topics of interest include, but are not limited to:
---------------------------------------------------
- Novel scientific algorithms that improve performance, scalability,
resilience
and power efficiency on hybrid architectures
- Porting scientific algorithms and applications to hybrid and heterogeneous
architectures (with different accelerators, hybrid classical/quantum,
classical/AI accelerated, etc.)
- Crosscutting approaches (system software and applications) in addressing
scalability challenges on hybrid architectures
- Naturally fault tolerant, self-healing or fault oblivious scientific
algorithms for hybrid architectures
- Methods and algorithms for silent data corruption with systems at scale
- Ensuring algorithms scalability over various accelerator
partitions/islands,
and taking advantage where the system itself has different kinds of
specialized compute nodes
Workshop Chairs
---------------
- Vassil Alexandrov, Hartree Centre, Science and Technology Facilities
Council,
UK
- Jack Dongarra, University of Tennessee, Knoxville, USA
- AErik Draeger, Lawrence Livermore National Laboratory, USA
- Dieter Kranzlmueller, Leibniz Supercomputing Centre and
Ludwig-Maximilians-University Munich, Germany
Workshop Program Chair
----------------------
- Christian Engelmann, Oak Ridge National Laboratory, USA
Contact at engel...@ornl.gov
Program Committee
-----------------
- Hartwig Anzt, Technical University Munich, Campus Heilbronn, Germany
- Rick Archibald, Oak Ridge National Laboratory, USA
- Hans-Joachim Bungartz, Technical University of Munich, Germany
- James Elliott, Sandia National Laboratories, USA
- Nahid Emad, University of Versailles SQ, France
- Wilfried Gansterer, University of Vienna, Austria
- Yasuhiro Idomura, Japan Atomic Energy Agency, Japan
- Kirk E. Jordan, IBM T.J. Watson Research, USA
- Dieter Kranzlmueller, Ludwig-Maximilians-University Munich, Germany
- Paul Lin, Lawrence Berkeley National Laboratory, USA
- Kengo Nakajima, RIKEN, Japan
- Yves Robert, ENS Lyon, France
- Stuart Slattery, Oak Ridge National Laboratory, USA
- Keita Teranishi, Oak Ridge National Laboratory, USA
MLをお借りしてSC24併設WS「ScalaH24（15th Workshop on Latest Advances in
Scalable Algorithms for Large-Scale Heterogeneous
Systems）」論文募集のご案内を差し上げます。締切は8月4日です（たぶん延びます）。皆様奮ってご投稿ください。
重複して受信の節は何卒ご容赦いただきたく，よろしくお願いいたします。
-----------------------------------------------------------------------------
ScalAH24: 15th Workshop on Latest Advances in
Scalable Algorithms for Large-Scale Heterogeneous Systems
held in conjunction with
SC24: The International Conference on High Performance
Computing, Networking, Storage and Analysis
in cooperation with the IEEE Computer Society
November, 2024, Denver, CO, USA
http://www.csm.ornl.gov/srt/conferences/Scala/2024
Novel hybrid scalable scientific algorithms are needed with the advent of
variety of novel accelerators including graphics processing units (GPUs),
field-programmable gate arrays (FPGAs) as well as with the growth of the
size
of quantum computing devices and neuromorphic chips and various artificial
intelligence (AI) specific processors. This myriad of devices requires an
unified hybrid approach that allows efficient and scalable hybrid approaches
combining classical and novel computing paradigms to be implemented at
scale.
These extreme-scale heterogeneous systems require novel scientific
algorithms
to hide the complexity, hide network and memory latency, have advanced
communication, and have no synchronization points where possible. With the
advent of AI in the past few years the need of such scalable mathematical
methods and algorithms for such hybrid architectures that are able to handle
data and compute intensive applications at scale becomes even more
important.
Scientific algorithms for multi-petaflop and exa-flop systems also need
to be
fault tolerant and fault resilient, since the probability of faults
increases
with scale. Resilience at the system software and at the algorithmic
level is
needed as a crosscutting effort. Key science applications require novel
mathematics and mathematical models and system software that address the
scalability and resilience challenges of current- and future-generation
extreme-scale heterogeneous high performance computing (HPC) systems.
Submission Guidelines
---------------------
Authors are invited to submit manuscripts in English structured as technical
papers in PDF format with at least 5 letter size (8.5in x 11in) pages in
IEEE
two-column format and not exceeding 8 pages, plus an optional 4-page
Artifact
Description Appendix. All authors must use the proceedings templates at
https://www.ieee.org/conferences/publishing/templates.html.
Submitted papers must represent original unpublished research that is not
currently under review for any other conference or journal. Papers not
following these guidelines will be rejected without review and further
action
may be taken, including (but not limited to) notifications sent to the heads
of the institutions of the authors and sponsors of the conference.
Submissions
received after the due date, exceeding length limit, or not appropriately
structured may also not be considered. Papers should be submitted
electronically
at https://submissions.supercomputing.org.
All manuscripts will be peer-reviewed and judged on correctness,
originality,
technical strength, and significance, quality of presentation, and interest
and relevance to the workshop attendees. Accepted papers will be published
with the ACM SC Workshop proceedings. At least one author of an accepted
paper must register for and present the paper at the workshop. Authors may
contact the workshop program chair, Christian Engelmann at
engel...@ornl.gov, for more information.
Reproducibility Initiative
--------------------------
As part of a major initiative that aims to increase the level of
reproducibility
and replicability of results, ScalAH24 invites authors of technical
papers to
submit optional appendix information that can promote better
reproducibility of
computational results. Submitted Artifact Description (AD) and Artifact
Evaluation (AE) appendices should follow the SC24 conference model and
included
in the submitted manuscript
(see
https://sc24.supercomputing.org/program/papers/reproducibility-initiative/).
Up to 4 additional letter size (8.5in x 11in) pages are permitted for the AD
and AE appendices, but should not be used to circumvent the 8-page limit
for the
technical contribution. A manuscript can not be disqualified based on
information
provided or not provided in the AD/AE appendices, nor if the appendix is not
available. The availability and quality of an appendix can be used in
ranking. In
particular, if two manuscripts are of similar quality, the existence and
quality
of the AD/AE appendices can be part of the evaluation process.
Important Web Sites
-------------------
- ScalAH24 Website: https://www.csm.ornl.gov/srt/conferences/Scala/2024
- ScalAH24 Submissions: https://submissions.supercomputing.org
- SC24 website: http://sc24.supercomputing.org
Important Dates
---------------
- Submission opens: June 1, 2024
- Full paper submission: August 4, 2024
- Notification of acceptance (firm): August 27, 2024
- Final paper submission (firm): September 25, 2024 (firm, no extensions)
- Workshop/conference early registration: October 15, 2024
- Workshop/conference late registration: November 22, 2024
- Workshop: TBD
Topics of interest include, but are not limited to:
---------------------------------------------------
- Novel scientific algorithms that improve performance, scalability,
resilience
and power efficiency on hybrid architectures
- Porting scientific algorithms and applications to hybrid and heterogeneous
architectures (with different accelerators, hybrid classical/quantum,
classical/AI accelerated, etc.)
- Crosscutting approaches (system software and applications) in addressing
scalability challenges on hybrid architectures
- Naturally fault tolerant, self-healing or fault oblivious scientific
algorithms for hybrid architectures
- Methods and algorithms for silent data corruption with systems at scale
- Ensuring algorithms scalability over various accelerator
partitions/islands,
and taking advantage where the system itself has different kinds of
specialized compute nodes
Workshop Chairs
---------------
- Vassil Alexandrov, Hartree Centre, Science and Technology Facilities
Council,
UK
- Jack Dongarra, University of Tennessee, Knoxville, USA
- AErik Draeger, Lawrence Livermore National Laboratory, USA
- Dieter Kranzlmueller, Leibniz Supercomputing Centre and
Ludwig-Maximilians-University Munich, Germany
Workshop Program Chair
----------------------
- Christian Engelmann, Oak Ridge National Laboratory, USA
Contact at engel...@ornl.gov
Program Committee
-----------------
- Hartwig Anzt, Technical University Munich, Campus Heilbronn, Germany
- Rick Archibald, Oak Ridge National Laboratory, USA
- Hans-Joachim Bungartz, Technical University of Munich, Germany
- James Elliott, Sandia National Laboratories, USA
- Nahid Emad, University of Versailles SQ, France
- Wilfried Gansterer, University of Vienna, Austria
- Yasuhiro Idomura, Japan Atomic Energy Agency, Japan
- Kirk E. Jordan, IBM T.J. Watson Research, USA
- Dieter Kranzlmueller, Ludwig-Maximilians-University Munich, Germany
- Paul Lin, Lawrence Berkeley National Laboratory, USA
- Kengo Nakajima, RIKEN, Japan
- Yves Robert, ENS Lyon, France
- Stuart Slattery, Oak Ridge National Laboratory, USA
- Keita Teranishi, Oak Ridge National Laboratory, USA
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