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Large-Scale Dynamic Graph Processing with Graphic Processing Unit-Accelerated Priority-Driven Differential Scheduling and Operation Reduction

Recently, there has been active research on utilizing GPUs for the efficient processing of large-scale dynamic graphs. However, challenges arise due to the repeated transmission and processing of identical data during dynamic graph operations. This paper proposes an efficient processing scheme for l...

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Main Authors: Sangho Song, Jihyeon Choi, Donghyeon Cha, Hyeonbyeong Lee, Dojin Choi, Jongtae Lim, Kyoungsoo Bok, Jaesoo Yoo
Format: Artigo
Language:Inglês
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
dynamic graph processing
graph scheduling
GPU
data transfer cost
Online Access:https://www.mdpi.com/2076-3417/15/6/3172
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