GraFBoost: Using Accelerated Flash Storage for External Graph Analytics

We describe GraFBoost, a flash-based architecture with hardware acceleration for external analytics of multi-terabyte graphs. We compare the performance of GraFBoost with 1 GB of DRAM against various state-of-the-art graph analytics software including FlashGraph, running on a 32-thread Xeon server w...

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Bibliographic Details

Published in:	Proceedings - International Symposium on Computer Architecture pp. 411 - 424
Main Authors:	Jun, Sang-Woo, Wright, Andy, Zhang, Sizhuo, Xu, Shuotao, Arvind
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2018
Subjects:	Benchmark testing Field programmable gate arrays flash storage FPGA graph analytics Hardware hardware acceleration Programming Random access memory Software Software algorithms sort-reduce
ISSN:	2575-713X
Online Access:	Get full text
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