ARRAY 2017
Accepted Papers
Call for Papers
4th ACM SIGPLAN International Workshop on Libraries, Languages and Compilers for Array Programming
Barcelona, Spain - June 18, 2017
DEADLINE: April 3, 2017 (extended to April 10)
ARRAY 2017 is part of PLDI 2017
38th Annual ACM SIGPLAN Conference on Programming Language Design and Implementation
About:
Array-oriented programming unites two uncommon properties. As an abstraction, it directly mirrors high-level mathematical abstractions common in the sciences. As a language feature, it exposes regular control flow, exhibits structured data dependencies, and lends itself to many types of program analysis. Further, many modern computer architectures, including GPUs, incorporate features for the efficient execution of array operations.
This workshop is intended to bring together researchers from many different communities, including language designers, library developers, compiler researchers and practitioners who are working on numeric, array-centric aspects of programming languages, libraries and methodologies from all domains: imperative or declarative, object-oriented or not, interpreted or compiled, strongly typed, weakly typed or untyped.
Topics:
-
Array, graph, and tensor abstractions
-
Compilers and libraries for array and graph programs on distributed/shared memory parallel computers
-
Building-blocks for (dense and sparse) matrix/tensor algorithms
-
Compiler transformations and intermediate languages for array computations
-
Systematic array notation, including axis- and index-based approaches,
-
Representation of mathematical structure, including sparsity, rank, and hierarchy
Array programming is at home in many communities, including language design, library development, optimization, scientific computing, and across many existing language communities. ARRAY is intended as a forum where these communities can exchange ideas on the construction of computational tools for arrays.
Important Dates:
- Paper submissions:
Apr 3, 2017, extended to Apr 10, 2017 (anywhere on earth) - Notification of authors: May 4, 2017
- Camera-ready copies due: May 10, 2017 (anywhere on earth)
- Workshop date: June 18, 2017
Submissions:
Manuscripts may fall into one of the following categories:
- research papers on any topic related to the focus of the workshop
- tool descriptions reporting on a tool relevant to the workshop area
Submissions should be 4-8 pages for research papers and 4-6 pages for tool descriptions.
In the case of a tool description the workshop presentation should include a demo of the tool, and the submission should include a short appendix summarizing the tool demo. This appendix is for the information of the PC only, and will not be part of the published paper, nor does it count into the six page limit.
Clearly mark your submission as either a research paper or a tool description in the paper’s subtitle.
Submissions must be in PDF format printable in black and white on US Letter sized paper and interpretable by Ghostscript. Papers must adhere to the standard SIGPLAN conference format: two columns, nine-point font on a ten-point baseline, with columns 20pc (3.33in) wide and 54pc (9in) tall, with a column gutter of 2pc (0.33in). A suitable document template for LaTeX is available at http://www.sigplan.org/Resources/Author/.
Papers must be submitted using EasyChair: https://easychair.org/conferences/?conf=array2017
As in previous years, accepted papers will be published in the ACM Digital Library.
Organizing Committee:
- David A Padua(University of Illinois at Urbana-Champaign) (co-chair)
- Andreas Kloeckner (University of Illinois at Urbana-Champaign) (co-chair)
- Edgar Solomonik (University of Illinois at Urbana-Champaign)
- Clemens Grelck (Informatics Institute, University of Amsterdam)
- Martin Elsman (University of Copenhagen)
Program Committee:
- Paolo Bientinesi (RWTH Aachen)
- Aydin Buluc (Lawrence Berkeley National Laboratory)
- Martin Elsman (Department of Computer Science, University of Copenhagen)
- Franz Franchetti (Carnegie Mellon University)
- Clemens Grelck (University of Amsterdam)
- Tobias Grosser (ETH Zurich)
- Amir Kamil (University of Michigan)
- Andreas Kloeckner (University of Illinois at Urbana-Champaign)
- Hidehiko Masuhara (Tokyo Institute of Technology)
- David Padua (University of Illinois at Urbana-Champaign)
- Mary Sheeran (Chalmers University)
- Edgar Solomonik (University of Illinois at Urbana-Champaign)
- Jan Vitek (Northeastern University)
Travel Funding:
ARRAY 2017 is sponsored by ACM SIGPLAN. Presenters and authors of papers are eligible to apply for SIGPLAN PAC funding.
Sun 18 JunDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
09:00 - 10:00 | |||
09:00 60mTalk | Keynote: Towards achieving high performance, productivity, and portability for matrix/tensor computations in machine learning and data analytics ARRAY P. Sadayappan Ohio State University |
10:00 - 10:30 | Morning talks 1ARRAY at Vertex WS218 Chair(s): Andreas Kloeckner University of Illinois at Urbana-Champaign | ||
10:00 30mTalk | Quad Ropes -- Immutable, Declarative Arrays with Parallelizable Operations ARRAY DOI File Attached |
11:00 - 12:30 | Morning talks 2ARRAY at Vertex WS218 Chair(s): Martin Elsman Department of Computer Science, University of Copenhagen | ||
11:00 30mTalk | An ELI-to-C Compiler: Design, Implementation and Performance ARRAY DOI File Attached | ||
11:30 30mTalk | Array Programming in Whiley ARRAY David J. Pearce Victoria University of Wellington DOI File Attached | ||
12:00 30mTalk | Flexible Data Views: Design and Implementation ARRAY DOI File Attached |
14:00 - 15:00 | |||
14:00 60mTalk | Invited talk: APLicative Programming with Naperian Functors ARRAY Jeremy Gibbons Department of Computer Science, University of Oxford Pre-print File Attached |
15:00 - 15:30 | Afternoon talks 1ARRAY at Vertex WS218 Chair(s): David Padua University of Illinois at Urbana-Champaign | ||
15:00 30mTalk | Portable Vectorization and Parallelization of C++ Multi-Dimensional Array Computations ARRAY DOI File Attached |
16:00 - 17:30 | |||
16:00 30mTalk | Efficient Array Slicing on the Intel Xeon Phi Coprocessor ARRAY Benjamin Andreassen Norwegian University of Science and Technology, Jan Christian Norwegian University of Science and Technology, Lasse Natvig Norwegian University of Science and Technology DOI File Attached | ||
16:30 30mTalk | Modular Array-based GPU Computing in a Dynamically-typed Language ARRAY Matthias Springer Tokyo Institute of Technology, Peter Wauligmann Tokyo Institute of Technology, Hidehiko Masuhara Tokyo Institute of Technology DOI File Attached | ||
17:00 30mTalk | HPTT: A High-Performance Tensor Transposition C++ Library ARRAY DOI File Attached |
17:30 - 18:00 | Closing / DiscussionARRAY at Vertex WS218 Chair(s): Martin Elsman Department of Computer Science, University of Copenhagen, Andreas Kloeckner University of Illinois at Urbana-Champaign, David Padua University of Illinois at Urbana-Champaign | ||
17:30 30mDay closing | Closing / Discussion ARRAY |