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Source: Computing in Science and Engineering - September 28, 2021 Category: Information Technology Source Type: research

Reproducibility Practice in High-Performance Computing: Community Survey Results
We present the survey results in this article. Results show that the reproducibility initiative activities have contributed to higher levels of awareness on the part of SC conference technical program participants, and hint at contributing to greater scientific impact for the published papers of the SC conference series. Stringent point-of-manuscript-submission verification is problematic for reasons we point out, as are inherent difficulties of computational reproducibility in HPC. Future efforts should better decouple the community educational goals from goals that specifically strengthen a research work’s potentia...
Source: Computing in Science and Engineering - September 28, 2021 Category: Information Technology Source Type: research

Performance Portability in the Exascale Computing Project: Exploration Through a Panel Series
Performance portability is a critical issue for the Exascale Computing Project (ECP) because of nontrivial architectural differences between machines available today and those expected at exascale. Many ECP project teams are working toward performance portability, and would expect to benefit from sharing lessons learned, identifying gaps, and discovering opportunities for partnerships. To facilitate this communication, the IDEAS-ECP project partnered with the three focus areas of ECP (application development, software technology, and hardware and integration), and Department of Energy computing facilities, to lead a series...
Source: Computing in Science and Engineering - September 28, 2021 Category: Information Technology Source Type: research

Performant, Portable, and Productive Parallel Programming With Standard Languages
The perfect solution to the ${mathrm P}^3$P3 (performance, portability, productivity) problem is a single version of an application that gives high performance across a wide range of target systems and is easy to develop and maintain. Actual solutions give up some level of performance, portability, or productivity, or all three. Here we review three periods in the past 65 years when the ${mathrm P}^3$P3 problem had good solutions. But it is harder today, with greater parallelism. We propose and argue in favor of a machine model to help programmers design algorithms and data structures that will exhibit performance portabil...
Source: Computing in Science and Engineering - September 28, 2021 Category: Information Technology Source Type: research

Ieee transactions on big data
Prospective authors are requested to submit new, unpublished manuscripts for inclusion in the upcoming event described in this call for papers. (Source: Computing in Science and Engineering)
Source: Computing in Science and Engineering - September 28, 2021 Category: Information Technology Source Type: research