Array-oriented programming unites two uncommon properties. As an abstraction, it directly mirrors high-level mathematical concepts commonly used in many fields from natural sciences over engineering to financial modeling. As a language feature, it exposes regular control flow, exhibits structured data dependencies, and lends itself to many types of program analysis. Furthermore, many modern computer architectures, particularly highly parallel architectures such as GPUs and FPGAs, are well-suited to efficiently execute array operations.
The ARRAY series of workshops explores all aspects of array programming, such as languages, formal semantics, array theories, productivity/performance tradeoffs, libraries, notation such as including axis- and index-based approaches, intermediate languages, and efficient compilation.
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 manipulating arrays as well as fundamental principles of array programming.
Call for Papers
Array programming is at home in many communities, including language design, library development, optimization, scientific computing, and across many existing language communities. The ARRAY Workshop series is intended to bring together researchers from many different practical and theoretical communities, including language designers, library developers, type theorists, compiler researchers, and practitioners. These communities can exchange ideas on the construction of computational tools for manipulating arrays and fundamental principles of array programming. Submissions are welcome in two categories: full papers and extended abstracts. All submissions should be formatted in conformance with the ACM SIGPLAN proceedings style. Accepted submissions in either category will be presented at the workshop. The ARRAY series of workshops explores:
formal semantics and design issues of array-oriented languages and libraries;
correctness of array programs, including type-theoretic issues, formal verification, array models, static analysis;
productivity and performance in compute-intensive application areas of array programming;
systematic notation for array programming, including axis- and index-based approaches;
intermediate languages, virtual machines, and program-transformation techniques for array programs;
representation of and automated reasoning about mathematical structure, such as static and dynamic sparsity, low-rank patterns, and hierarchies of these, with connections to applications such as graph processing, HPC, tensor computation and deep learning;
interfaces between array- and non-array code, including approaches for embedding array programs in general-purpose programming languages; and
efficient mapping of array programs, through compilers, libraries, and code generators, onto execution platforms, targeting multi-cores, SIMD devices, GPUs, distributed systems, and FPGA hardware, by fully automatic and user-assisted means.
All submissions must be in PDF format, printable in black and white on US Letter sized paper. Papers must adhere to the standard SIGPLAN conference format: two columns, ten-point font.
Full papers may be up to 12 papes, on any topic related to the focus of the workshop. They will be thoroughly reviewed according to the usual criteria of relevance, soundness, novelty, and significance; accepted submissions will be published in the ACM Digital Library.
Extended abstracts may be up to 2 pages; they may describe work in progress, tool demonstrations, and summaries of work published in full elsewhere. The focus of the extended abstract should be to explain why the proposed presentation will be of interest to the ARRAY audience. Submissions will be lightly reviewed only for relevance to the workshop, and will not published in the DL.