A survey of distributed graph algorithms on massive graphs

L Meng, Y Shao, L Yuan, L Lai, P Cheng, X Li… - ACM Computing …, 2024 - dl.acm.org
Distributed processing of large-scale graph data has many practical applications and has
been widely studied. In recent years, a lot of distributed graph processing frameworks and …

Improved distributed network decomposition, hitting sets, and spanners, via derandomization

M Ghaffari, C Grunau, B Haeupler, S Ilchi… - Proceedings of the 2023 …, 2023 - SIAM
This paper presents significantly improved deterministic algorithms for some of the key
problems in the area of distributed graph algorithms, including network decomposition …

Universally-optimal distributed exact min-cut

M Ghaffari, G Zuzic - Proceedings of the 2022 ACM Symposium on …, 2022 - dl.acm.org
We present a universally-optimal distributed algorithm for the exact weighted min-cut. The
algorithm is guaranteed to complete in Õ (D+√ n) rounds on every graph, recovering the …

Almost-Linear Time Algorithms for Incremental Graphs: Cycle Detection, SCCs, st Shortest Path, and Minimum-Cost Flow

L Chen, R Kyng, YP Liu, S Meierhans… - Proceedings of the 56th …, 2024 - dl.acm.org
We give the first almost-linear time algorithms for several problems in incremental graphs
including cycle detection, strongly connected component maintenance, st shortest path …

Parallel breadth-first search and exact shortest paths and stronger notions for approximate distances

V Rozhoň, B Haeupler, A Martinsson… - Proceedings of the 55th …, 2023 - dl.acm.org
This paper introduces stronger notions for approximate single-source shortest-path
distances and gives simple reductions to compute them from weaker standard notions of …

Parallel approximate maximum flows in near-linear work and polylogarithmic depth

A Agarwal, S Khanna, H Li, P Patil, C Wang… - Proceedings of the 2024 …, 2024 - SIAM
We present a parallel algorithm for the (1—ɛ)-approximate maximum flow problem in
capacitated, undirected graphs with n vertices and m edges, achieving O (ɛ-3 polylog n) …

Universal optimality of dijkstra via beyond-worst-case heaps

B Haeupler, R Hladík, V Rozhoň… - 2024 IEEE 65th …, 2024 - ieeexplore.ieee.org
This paper proves that Dijkstra's shortest-path algorithm is universally optimal in both its
running time and number of comparisons when combined with a sufficiently efficient heap …

Deterministic low-diameter decompositions for weighted graphs and distributed and parallel applications

V Rozhoň, M Elkin, C Grunau… - 2022 IEEE 63rd Annual …, 2022 - ieeexplore.ieee.org
This paper presents new deterministic and distributed low-diameter decomposition
algorithms for weighted graphs. In particular, we show that if one can efficiently compute …

Almost-linear time algorithms for decremental graphs: Min-cost flow and more via duality

J Van Den Brand, L Chen, R Kyng… - 2024 IEEE 65th …, 2024 - ieeexplore.ieee.org
We give the first almost-linear total time algorithm for deciding if a flow of cost at most F still
exists in a directed graph, with edge costs and capacities, undergoing decremental updates …

A distributed palette sparsification theorem

M Flin, M Ghaffari, MM Halldórsson, F Kuhn… - Proceedings of the 2024 …, 2024 - SIAM
The celebrated palette sparsification result of [Assadi, Chen, and Khanna SODA'19] shows
that to compute a Δ+ 1 coloring of the graph, where Δ denotes the maximum degree, it …