Gluon-Async: A Bulk-Asynchronous System for Distributed and Heterogeneous Graph Analytics

Distributed graph analytics systems for CPUs, like D-Galois and Gemini, and for GPUs, like D-IrGL and Lux, use a bulk-synchronous parallel (BSP) programming and execution model. BSP permits bulk-communication and uses large messages which are supported efficiently by current message transport layers...

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Veröffentlicht in:	Proceedings / International Conference on Parallel Architectures and Compilation Techniques S. 15 - 28
Hauptverfasser:	Dathathri, Roshan, Gill, Gurbinder, Hoang, Loc, Jatala, Vishwesh, Pingali, Keshav, Nandivada, V. Krishna, Dang, Hoang-Vu, Snir, Marc
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.09.2019
Schlagworte:	Analytical models asynchronous parallel execution models BSP model Computational modeling distributed and heterogeneous graph analytics Graphics processing units Load modeling Mirrors Partitioning algorithms Programming
ISSN:	2641-7936
Online-Zugang:	Volltext
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