ARRAY 2015 - ARRAY Research Papers

Focus and Description

Array-oriented programming is a powerful abstraction for compactly implementing numerically intensive algorithms. Many modern languages now provide some support for collective array operations, which are used by an increasing number of programmers (and non-programmers) for data analysis and scientific computing.

This workshop is intended to bring together researchers from many different communities, including language designers, library developers and compiler researchers, who are working on numeric languages such as R and MATLAB, general-purpose dynamic languages such as Python and JavaScript, and statically typed languages such as Haskell, Scala, and C#.

The aim of this workshop is to foster the cross-pollination of concepts across projects and research communities and to explore new directions, such as:

Expanding the scope of array programming to encompass a wider range of data types and computations.
Transparently utilizing parallel hardware (multi-core, SIMD, GPU, FPGA) by leveraging the implicitly parallel semantics of array operations.
Simplifying the embedding of array constructs within existing languages which weren’t designed for numerical computing.
Connections between array abstractions and other models such as dataflow programming, stream programming, and data parallelism.
High-level compilation and optimization techniques for array-oriented programs.
Compilers, virtual machines and frameworks for array-oriented programming languages.

Please see the external website for the ARRAY’15 workshop for details.

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Sat 13 Jun
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09:00 - 11:00	Invited Talk and Paper Session 1ARRAY at C122 Chair(s): Laurie Hendren McGill University

09:00 60m Talk		INVITED TALK: Array Notation for Everybody ARRAY David Padua University of Illinois at Urbana-Champaign
10:00 30m Talk		Loo.py: From Fortran to performance via transformation and substitution rules ARRAY Andreas Kloeckner University of Illinois at Urbana-Champaign
10:30 30m Talk		Techniques for Efficient MATLAB-to-C Compilation ARRAY João Bispo FEUP, Universidade do Porto, Luís Reis , João Cardoso

11:20 - 12:30	Paper Session 2ARRAY at C122 Chair(s): Mary Sheeran

11:20 30m Talk		Compiling APL to Accelerate Through a Typed Array Intermediate Language ARRAY Michael Budde , Martin Dybdal , Martin Elsman
11:50 30m Talk		Velociraptor: A compiler toolkit for array-based languages targeting CPUs and GPUs ARRAY Rahul Garg , Sameer Jagdale McGill University, Laurie Hendren McGill University
12:20 10m Other		Morning Wrapup ARRAY

14:00 - 15:30	Paper Session 3ARRAY at C122 Chair(s): Hidehiko Masuhara Tokyo Institute of Technology

14:00 30m Talk		Performance Search Engine Driven by Prior Knowledge of Optimization ARRAY Youngsung Kim , Pavol Cerny University of Colorado Boulder
14:30 30m Talk		High-Level Accelerated Array Programming in the Web Browser ARRAY Mathias Bourgoin , Emmanuel Chailloux
15:00 30m Talk		Accelerating Information Experts through Compiler Design ARRAY Aaron Hsu

16:00 - 18:00	Paper Session 4ARRAY at C122 Chair(s): David Grove IBM Research

16:00 30m Talk		Fusing Convolution Kernels through Tiling ARRAY Mahesh Ravishankar , Paulius Micikevicius , Vinod Grover
16:30 30m Talk		Array programming in Pascal ARRAY Paul Cockshott , Susanne Oehler , Youssef Gdura , Ciaran Mcreesh
17:00 30m Talk		Abstract Expressionism for Parallel Performance ARRAY Robert Bernecky , Sven-Bodo Scholz
17:30 30m Other		Afternoon Wrapup ARRAY

Papers and Invited Talks

	Title
	Abstract Expressionism for Parallel Performance ARRAY Robert Bernecky, Sven-Bodo Scholz
	Accelerating Information Experts through Compiler Design ARRAY Aaron Hsu
	Afternoon Wrapup ARRAY
	Array programming in Pascal ARRAY Paul Cockshott, Susanne Oehler, Youssef Gdura, Ciaran Mcreesh
	Compiling APL to Accelerate Through a Typed Array Intermediate Language ARRAY Michael Budde, Martin Dybdal, Martin Elsman
	Fusing Convolution Kernels through Tiling ARRAY Mahesh Ravishankar, Paulius Micikevicius, Vinod Grover
	High-Level Accelerated Array Programming in the Web Browser ARRAY Mathias Bourgoin, Emmanuel Chailloux
	INVITED TALK: Array Notation for Everybody ARRAY David Padua
	Loo.py: From Fortran to performance via transformation and substitution rules ARRAY Andreas Kloeckner
	Morning Wrapup ARRAY
	Performance Search Engine Driven by Prior Knowledge of Optimization ARRAY Youngsung Kim, Pavol Cerny
	Techniques for Efficient MATLAB-to-C Compilation ARRAY João Bispo, Luís Reis, João Cardoso
	Velociraptor: A compiler toolkit for array-based languages targeting CPUs and GPUs ARRAY Rahul Garg, Sameer Jagdale, Laurie Hendren

Call for Papers

The call for papers can be found on the external ARRAY’15 website.

ARRAY 2015- Proceedings of the 2nd ACM SIGPLAN International Workshop on Libraries, Languages, and Compilers for Array Programming

Links to the .pdf files will be available from this page from June 13th, 2015 for a duration of one year. You may also access the papers from the ACM Digital Library.

Full Citation in the ACM Digital Library