The Telephone k-Multicast Problem

IF 1 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Daniel Hathcock, Guy Kortsarz, R. Ravi
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引用次数: 0

Abstract

We consider minimum time multicasting problems in directed and undirected graphs: given a root node and a subset of t terminal nodes, multicasting seeks to find the minimum number of rounds within which all terminals can be informed with a message originating at the root. In each round, the telephone model we study allows the information to move via a matching from the informed nodes to the uninformed nodes. Since minimum time multicasting in digraphs is poorly understood compared to the undirected variant, we study an intermediate problem in undirected graphs that specifies a target \(k < t\), and requires that only k of the terminals be informed in the minimum number of rounds. For this problem, we improve the implications of the previous results and obtain a multiplicative approximation factor of \(\tilde{O}(t^{1/3})\). For the directed version, we obtain an additive \(\tilde{O}(k^{1/2})\) approximation algorithm (with a polylogarithmic multiplicative factor). Our algorithms are based on reductions to the related problems of finding k-trees of minimum poise (sum of maximum degree and diameter) and applying a combination of greedy network decomposition techniques and set covering under partition matroid constraints. We also study the problem of bounded degree Directed Steiner Tree, for which we obtain improved polylogarithmic approximations for the special case of bounded treewidth graphs. This extends prior work on the Group Steiner Tree problem.

电话k-多播问题
我们考虑有向图和无向图中的最小时间组播问题:给定一个根节点和t个终端节点的子集,组播寻求找到所有终端都能收到来自根的消息的最小轮数。在每一轮中,我们研究的电话模型允许信息通过匹配从知情节点移动到不知情节点。由于与无向图相比,有向图中的最小时间组播很难理解,因此我们研究了一个无向图中的中间问题,该问题指定了一个目标\(k < t\),并要求在最小轮数中只有k个终端被告知。对于这个问题,我们改进了前面结果的含义,得到了一个乘法近似因子\(\tilde{O}(t^{1/3})\)。对于有向版本,我们获得了一个加性\(\tilde{O}(k^{1/2})\)近似算法(带有多对数乘因子)。我们的算法是基于对寻找最小平衡(最大度和直径的总和)的k树的相关问题的简化,以及在划分矩阵约束下应用贪婪网络分解技术和集覆盖的组合。我们还研究了有界度有向斯坦纳树问题,得到了有界树宽图特殊情况下改进的多对数逼近。这扩展了先前关于群斯坦纳树问题的工作。
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来源期刊
Algorithmica
Algorithmica 工程技术-计算机:软件工程
CiteScore
2.80
自引率
9.10%
发文量
158
审稿时长
12 months
期刊介绍: Algorithmica is an international journal which publishes theoretical papers on algorithms that address problems arising in practical areas, and experimental papers of general appeal for practical importance or techniques. The development of algorithms is an integral part of computer science. The increasing complexity and scope of computer applications makes the design of efficient algorithms essential. Algorithmica covers algorithms in applied areas such as: VLSI, distributed computing, parallel processing, automated design, robotics, graphics, data base design, software tools, as well as algorithms in fundamental areas such as sorting, searching, data structures, computational geometry, and linear programming. In addition, the journal features two special sections: Application Experience, presenting findings obtained from applications of theoretical results to practical situations, and Problems, offering short papers presenting problems on selected topics of computer science.
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