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We study computing {\em all-pairs shortest paths} (APSP) on distributed networks (the CONGEST model). The goal is for every node in the (weighted) network to know the distance from every other node using communication. The problem admits…

分布式、并行与集群计算 · 计算机科学 2017-11-07 Chien-Chung Huang , Danupon Nanongkai , Thatchaphol Saranurak

This paper gives simple distributed algorithms for the fundamental problem of computing graph distances in the Congested Clique model. One of the main components of our algorithms is fast matrix multiplication, for which we show an…

分布式、并行与集群计算 · 计算机科学 2015-03-24 Keren Censor-Hillel , Ami Paz

Zwick's $(1+\varepsilon)$-approximation algorithm for the All Pairs Shortest Path (APSP) problem runs in time $\widetilde{O}(\frac{n^\omega}{\varepsilon} \log{W})$, where $\omega \le 2.373$ is the exponent of matrix multiplication and $W$…

数据结构与算法 · 计算机科学 2019-07-26 Karl Bringmann , Marvin Künnemann , Karol Węgrzycki

We present a new deterministic algorithm for distributed weighted all pairs shortest paths (APSP) in both undirected and directed graphs. Our algorithm runs in $\tilde{O}(n^{4/3})$ rounds in the Congest models on graphs with arbitrary edge…

数据结构与算法 · 计算机科学 2020-05-20 Udit Agarwal , Vijaya Ramachandran

We consider the fundamental algorithmic problem of finding a cycle of minimum weight in a weighted graph. In particular, we show that the minimum weight cycle problem in an undirected n-node graph with edge weights in {1,...,M} or in a…

数据结构与算法 · 计算机科学 2011-04-15 Liam Roditty , Virginia Vassilevska Williams

We study the 2-Disjoint Shortest Paths (2-DSP) problem: given a directed weighted graph and two terminal pairs $(s_1,t_1)$ and $(s_2,t_2)$, decide whether there exist vertex-disjoint shortest paths between each pair. Building on recent…

数据结构与算法 · 计算机科学 2025-10-09 Keerti Choudhary , Amit Kumar , Lakshay Saggi

We present a deterministic distributed algorithm to compute all-pairs shortest paths(APSP) in an edge-weighted directed or undirected graph. Our algorithm runs in $\tilde{O}(n^{3/2})$ rounds in the Congest model, where $n$ is the number of…

数据结构与算法 · 计算机科学 2018-04-17 Udit Agarwal , Vijaya Ramachandran , Valerie King , Matteo Pontecorvi

Given a directed weighted graph $G=(V,E)$ undergoing vertex insertions \emph{and} deletions, the All-Pairs Shortest Paths (APSP) problem asks to maintain a data structure that processes updates efficiently and returns after each update the…

数据结构与算法 · 计算机科学 2020-02-20 Maximilian Probst Gutenberg , Christian Wulff-Nilsen

We combine the well known Shortest Paths (SP) problem and the Bottleneck Paths (BP) problem to introduce a new problem called the Shortest Paths for All Flows (SP-AF) problem that has relevance in real life applications. We first solve the…

数据结构与算法 · 计算机科学 2013-11-21 Tong-Wook Shinn , Tadao Takaoka

We present a randomized algorithm for the single-source shortest paths (SSSP) problem on directed graphs with arbitrary real-valued edge weights that runs in $n^{2+o(1)}$ time with high probability. This result yields the first almost…

数据结构与算法 · 计算机科学 2026-02-19 Sanjeev Khanna , Junkai Song

The All-Pairs Shortest Paths (APSP) problem is one of the fundamental problems in theoretical computer science. It asks to compute the distance matrix of a given $n$-vertex graph. We revisit the classical problem of maintaining the distance…

数据结构与算法 · 计算机科学 2024-08-28 Xiao Mao

We present a new randomized method for computing the min-plus product (a.k.a., tropical product) of two $n \times n$ matrices, yielding a faster algorithm for solving the all-pairs shortest path problem (APSP) in dense $n$-node directed…

数据结构与算法 · 计算机科学 2014-05-23 Ryan Williams

We present an all-pairs shortest path algorithm whose running time on a complete directed graph on $n$ vertices whose edge weights are chosen independently and uniformly at random from $[0,1]$ is $O(n^2)$, in expectation and with high…

组合数学 · 数学 2011-05-20 Yuval Peres , Dimitry Sotnikov , Benny Sudakov , Uri Zwick

The Constraint Shortest Path (CSP) problem is as follows. An $n$-vertex graph is given, each edge/arc assigned two weights. Let us call them "cost" and "length" for definiteness. Finding a min-cost upper-bounded length path between a given…

数据结构与算法 · 计算机科学 2022-04-12 Adil Erzin , Roman Plotnikov , Ilya Ladygin

We present a new randomized algorithm for computing the diameter of a weighted directed graph. The algorithm runs in $\Ot(M^{\w/(\w+1)}n^{(\w^2+3)/(\w+1)})$ time, where $\w < 2.376$ is the exponent of fast matrix multiplication, $n$ is the…

数据结构与算法 · 计算机科学 2011-01-14 Raphael Yuster

In this paper, we present a new randomized $O(1)$-approximation algorithm for the All-Pairs Shortest Paths (APSP) problem in weighted undirected graphs that runs in just $O(\log \log \log n)$ rounds in the Congested-Clique model. Before our…

数据结构与算法 · 计算机科学 2026-01-21 Hong Duc Bui , Shashwat Chandra , Yi-Jun Chang , Michal Dory , Dean Leitersdorf

We consider the all pairs all shortest paths (APASP) problem, which maintains all of the multiple shortest paths for every vertex pair in a directed graph $G=(V,E)$ with a positive real weight on each edge. We present two fully dynamic…

数据结构与算法 · 计算机科学 2022-04-21 Matteo Pontecorvi , Vijaya Ramachandran

Our work concerns algorithms for an unweighted variant of Maximum Flow. In the All-Pairs Connectivity (APC) problem, we are given a graph $G$ on $n$ vertices and $m$ edges, and are tasked with computing the maximum number of edge-disjoint…

数据结构与算法 · 计算机科学 2023-05-04 Shyan Akmal , Ce Jin

We design fast deterministic algorithms for distance computation in the congested clique model. Our key contributions include: -- A $(2+\epsilon)$-approximation for all-pairs shortest paths in $O(\log^2{n} / \epsilon)$ rounds on unweighted…

分布式、并行与集群计算 · 计算机科学 2019-11-01 Keren Censor-Hillel , Michal Dory , Janne H. Korhonen , Dean Leitersdorf

The approximate single-source shortest-path problem is as follows: given a graph with nonnegative edge weights and a designated source vertex $s$, return estimates of the distances from~$s$ to each other vertex such that the estimate falls…

数据结构与算法 · 计算机科学 2019-12-12 Nairen Cao , Jeremy T. Fineman , Katina Russell