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Simulation-driven Evaluation of Cyberinfrastructure Systems

Authors: Casanova, Henri; Pottier, Loïc; Ferreira da Silva, Rafael; Suter, Frédéric;

Simulation-driven Evaluation of Cyberinfrastructure Systems

Abstract

Most scientific breakthroughs and discoveries are now preconditioned on performing complex processing of vast amounts of data as conveniently, reliably, and efficiently as possible. This requires software systems to automate the processing on these resources, an enormous amount of effort has been invested in producing such "cyberinfrastructure" software systems. This project transforms the way in which these systems are evaluated, so that their capabilities can be developed and evolved judiciously. This project uses simulation to transform the way in which cyberinfrastructure systems are evaluated as part of their long-term development cycles. This is achieved via software elements for enhancing production cyberinfrastructure systems with simulation capabilities so as to enable quantitative evaluation of these systems for arbitrary execution scenarios.

NSF CSSI Awards #2103508 and #2103489

Keywords

workflow, cyberinfrastructure, simulation, wrench

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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