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LeoTask: a fast, flexible and reliable framework for computational research

2015/01/07 by Changwang Zhang, Zhang, Changwang, Shi Zhou +3
Decision Sciences · Computer Science · Physics and Astronomy · #Scientific Computing and Data Management #Distributed and Parallel Computing Systems #Complex Network Analysis Techniques

paper · pdf · doi:10.48550/arxiv.1501.01678

Abstract

LeoTask is a Java library for computation-intensive and time-consuming research tasks. It automatically executes tasks in parallel on multiple CPU cores on a computing facility. It uses a configuration file to enable automatic exploration of parameter space and flexible aggregation of results, and therefore allows researchers to focus on programming the key logic of a computing task. It also supports reliable recovery from interruptions, dynamic and cloneable networks, and integration with the plotting software Gnuplot.

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