BFSBlitz: A Highly Parallel Graph System for Breadth-First Search

Breadth-First Search (BFS) is a fundamental graph traversal algorithm widely used in applications such as social network analysis, web crawling, and shortest path computations. However, efficiently parallelizing BFS for large-scale and irregular graph structures remains a significant challenge due to issues like workload imbalance, excessive synchronization, and data locality constraints.

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Published
2025-03-01
DOI
https://doi.org/10.1145/3711708.3723444
Primary Topic
Graph Theory and Algorithms
Type
article
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article

BFSBlitz: A Highly Parallel Graph System for Breadth-First Search

Sakib Fuad, Ashkan Vedadi Gargary
Graph Theory and Algorithms
article

BFSBlitz: A Highly Parallel Graph System for Breadth-First Search

Sakib Fuad, Ashkan Vedadi Gargary
article en

Abstract

Breadth-First Search (BFS) is a fundamental graph traversal algorithm widely used in applications such as social network analysis, web crawling, and shortest path computations. However, efficiently parallelizing BFS for large-scale and irregular graph structures remains a significant challenge due to issues like workload imbalance, excessive synchronization, and data locality constraints.

University of California, Riverside (US)
Openalex Percentile: Top 92%
Graph Theory and Algorithms
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BFSBlitz: A Highly Parallel Graph System for Breadth-First Search — Sakib Fuad, Ashkan Vedadi Gargary · (2025) | TGRS Research Map | TGRS