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This paper investigates a combinatorial optimization problem motived from a secure power network design application in [D\'{a}n and Sandberg 2010]. Two equivalent graph optimization formulations are derived. One of the formulations is a…

最优化与控制 · 数学 2017-02-28 Kin Cheong Sou , Jie Lu

The Massively Parallel Computation (MPC) model serves as a common abstraction of many modern large-scale parallel computation frameworks and has recently gained a lot of importance, especially in the context of classic graph problems.…

数据结构与算法 · 计算机科学 2018-07-20 Sebastian Brandt , Manuela Fischer , Jara Uitto

The focus of this paper is two fold. Firstly, we present a logical approach to graph modification problems such as minimum node deletion, edge deletion, edge augmentation problems by expressing them as an expression in first order (FO)…

计算机科学中的逻辑 · 计算机科学 2017-11-09 Kona Harshita , Sounaka Mishra , Renjith. P , N. Sadagopan

The growing amount of applications that generate vast amount of data in short time scales render the problem of partial monitoring, coupled with prediction, a rather fundamental one. We study the aforementioned canonical problem under the…

数据结构与算法 · 计算机科学 2016-08-02 Michalis Kallitsis , Stilian Stoev , George Michailidis

In the bidirected minimum Manhattan network problem, given a set T of n terminals in the plane, we need to construct a network N(T) of minimum total length with the property that the edges of N(T) are axis-parallel and oriented in a such a…

计算几何 · 计算机科学 2011-07-08 Nicolas Catusse , Victor Chepoi , Karim Nouioua , Yann Vaxes

Solving the shortest path and the min-cut problems are key in achieving high performance and robust communication networks. Those problems have often beeny studied in deterministic and independent networks both in their original…

数据结构与算法 · 计算机科学 2016-02-02 Song Yang , Stojan Trajanovski , Fernando A. Kuipers

In this paper we consider the problem of distributed nonlinear optimisation of a separable convex cost function over a graph subject to cone constraints. We show how to generalise, using convex analysis, monotone operator theory and…

分布式、并行与集群计算 · 计算机科学 2024-05-16 Richard Heusdens , Guoqiang Zhang

In this work, we resolve the query complexity of global minimum cut problem for a graph by designing a randomized algorithm for approximating the size of minimum cut in a graph, where the graph can be accessed through local queries like…

数据结构与算法 · 计算机科学 2020-08-12 Arijit Bishnu , Arijit Ghosh , Gopinath Mishra , Manaswi Paraashar

Min cut is an important graph partitioning method. However, current solutions to the min cut problem suffer from slow speeds, difficulty in solving, and often converge to simple solutions. To address these issues, we relax the min cut…

机器学习 · 计算机科学 2025-01-31 Fangyuan Xie , Jinghui Yuan , Feiping Nie , Xuelong Li

Millions of flows are routed concurrently through a modern data-center. These networks are often built as Clos topologies, and flow demands are constrained only by the link capacities at the ingress and egress points. The minimum congestion…

网络与互联网体系结构 · 计算机科学 2025-05-08 Miguel Ferreira , Nirav Atre , Justine Sherry , Michael Dinitz , João Luís Sobrinho

We show the existence of an exact mimicking network of $k^{O(\log k)}$ edges for minimum multicuts over a set of terminals in an undirected graph, where $k$ is the total capacity of the terminals, as well as a method for computing a…

数据结构与算法 · 计算机科学 2021-03-09 Magnus Wahlström

Coding for distributed storage gives rise to a new set of problems in coding theory related to the need of reducing inter-node communication in the system. A large number of recent papers addressed the problem of optimizing the total amount…

信息论 · 计算机科学 2017-06-02 Itzhak Tamo , Min Ye , Alexander Barg

For the vast majority of local graph problems standard dynamic programming techniques give c^tw V^O(1) algorithms, where tw is the treewidth of the input graph. On the other hand, for problems with a global requirement (usually…

数据结构与算法 · 计算机科学 2011-03-03 Marek Cygan , Jesper Nederlof , Marcin Pilipczuk , Michał Pilipczuk , Johan van Rooij , Jakub Onufry Wojtaszczyk

Graph partitioning is a key fundamental problem in the area of big graph computation. Previous works do not consider the practical requirements when optimizing the big data analysis in real applications. In this paper, motivated by…

数据库 · 计算机科学 2024-04-10 Baoling Ning , Jianzhong Li

This paper tackles the problem of transmitting a common content to a number of cellular users by means of instantly decodable network coding (IDNC) with the help of intermittently connected D2D links. Of particular interest are broadcasting…

网络与互联网体系结构 · 计算机科学 2020-06-23 Juwendo Denis , Hulya Seferoglu

Resource-constrained project scheduling problems (RCPSP) are at the heart of many production planning problems across a plethora of applications. Although the problem has been studied since the early 1960s, most developments and test…

最优化与控制 · 数学 2022-09-07 Rodrigo A. Carrasco , Diego Fuentes , Eduardo Moreno

We show that many classical optimization problems --- such as $(1\pm\epsilon)$-approximate maximum flow, shortest path, and transshipment --- can be computed in $\newcommand{\tmix}{{\tau_{\text{mix}}}}\tmix(G)\cdot n^{o(1)}$ rounds of…

数据结构与算法 · 计算机科学 2018-05-29 Mohsen Ghaffari , Jason Li

Numerous problems consisting in identifying vertices in graphs using distances are useful in domains such as network verification and graph isomorphism. Unifying them into a meta-problem may be of main interest. We introduce here a…

计算复杂性 · 计算机科学 2018-10-10 Florian Barbero , Lucas Isenmann , Jocelyn Thiebaut

We study the NP-hard problem of approximating a Minimum Routing Cost Spanning Tree in the message passing model with limited bandwidth (CONGEST model). In this problem one tries to find a spanning tree of a graph $G$ over $n$ nodes that…

分布式、并行与集群计算 · 计算机科学 2014-06-06 Alexandra Hochuli , Stephan Holzer , Roger Wattenhofer

In this paper we study minimum cut and maximum flow problems on planar graphs, both in static and in dynamic settings. First, we present an algorithm that given an undirected planar graph computes the minimum cut between any two given…

数据结构与算法 · 计算机科学 2010-11-23 Giuseppe F. Italiano , Piotr Sankowski