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  1. Proceedings of the 1st International Workshop on Software Engineering for High Performance Computing in Computational Science and Engineering (SE-HPCCSE '13)
  2. Interfaces are key
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High-performance design patterns for modern Fortran
Extracting UML class diagrams from object-oriented Fortran: ForUML
A pilot study: design patterns in parallel program development
Interfaces are key
Document driven certification of computational science and engineering software
Test-driven coarray parallelization of a legacy Fortran application
Overcoming extreme-scale reproducibility challenges through a unified, targeted, and multilevel toolset

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Interfaces are key

Content Provider ACM Digital Library
Author Batory, Don Marker, Bryan van de Geijn, Robert
Abstract Many dense linear algebra (DLA) operations are easy to understand at a high level and users get functional DLA code on new hardware relatively quickly. As a result, many people consider DLA to be a "solved domain." The truth is that DLA is not solved. DLA experts are rare because the "tricks" and variety of algorithms they need to get high performance take time to learn. DLA implementations are only available on a new architecture when an expert with enough experience goes through a rote process to implement many related DLA operations. While so much of the manual work is rote, this hardly suggests the domain is "solved." We have not proven that we understand the field until we have automated the expert. Automate the expert for the entire field, and the field is closed. We view that goal as the equivalent of going to Mars. In practice, we will get to the moon automatically, and experts will then be freed up to worry about how to get from there to Mars.
Starting Page 21
Ending Page 24
Page Count 4
File Format PDF
ISBN 9781450324991
DOI 10.1145/2532352.2532359
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2013-11-17
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Interfaces Automatic programming High-performance dense linear algebra Program generation Abstraction
Content Type Text
Resource Type Article
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