Supercomputing in Python With Legate

Supercomputing in Python With Legate

Legate is a recently developed software system for constructing scalable simulation and data analysis programs using convenient, familiar notation. It demonstrates how coupling Python, with a runtime system originally designed for high-performance computing, can enable the creation of libraries that...

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Veröffentlicht in:Computing in science & engineering 2021-07, Vol.23 (4), p.73-79
Hauptverfasser: Bauer, Michael, Lee, Wonchan, Papadakis, Manolis, Zalewski, Marcin, Garland, Michael, Hinsen, Konrad, Dubey, Anshu
Format: Artikel
Sprache:eng
Schlagworte:
Analytical models
Computational modeling
Computer Science
Couplings
Data analysis
Runtime
Software systems
Supercomputers
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Beschreibung
Zusammenfassung:Legate is a recently developed software system for constructing scalable simulation and data analysis programs using convenient, familiar notation. It demonstrates how coupling Python, with a runtime system originally designed for high-performance computing, can enable the creation of libraries that mimic the familiar interface of NumPy and Pandas for execution on both desktops and supercomputers.
ISSN:1521-9615
1558-366X
DOI:10.1109/MCSE.2021.3088239