A Distributed $(2+\epsilon)$-Approximation for Vertex Cover in $O(\log{\Delta}/\epsilon\log\log{\Delta})$ Rounds
نویسندگان
چکیده
We present a simple deterministic distributed (2+ ǫ)-approximation algorithm for minimum weight vertex cover, which completes in O(log∆/ǫ log log∆) rounds, where ∆ is the maximum degree in the graph, for any ǫ > 0 which is at most O(1). For a constant ǫ, this implies a constant approximation in O(log∆/ log log∆) rounds, which contradicts the lower bound of [KMW10]. ∗Technion, Department of Computer Science, [email protected], [email protected], [email protected]. Supported in part by the Israel Science Foundation (grant 1696/14).
منابع مشابه
A Deterministic Distributed $2$-Approximation for Weighted Vertex Cover in $O(\log n\log\Delta / \log^2\log\Delta)$ Rounds
We present a deterministic distributed 2-approximation algorithm for the Minimum Weight Vertex Cover problem in the CONGESTmodel whose round complexity isO(log n log∆/ log log∆). This improves over the currently best known deterministic 2-approximation implied by [KVY94]. Our solution generalizes the (2 + ǫ)-approximation algorithm of [BCS17], improving the dependency on ǫ from linear to logari...
متن کاملSimple Round Compression for Parallel Vertex Cover
Recently, Czumaj et al. (arXiv 2017) presented a parallel (almost) 2-approximation algorithm for the maximum matching problem in only O ( (log logn) ) rounds of the massive parallel computation (MPC) framework, when the memory per machine is O(n). The main approach in their work is a way of compressing O(log n) rounds of a distributed algorithm for maximum matching into only O ( (log logn) ) MP...
متن کاملLower and Upper Bounds for Distributed Packing and Covering
We make a step towards understanding the distributed complexity of global optimization problems. We give bounds on the trade-off between locality and achievable approximation ratio of distributed algorithms for packing and covering problems. Extending a result of [9], we show that in k communication rounds, maximum matching and therefore packing problems cannot be approximated better than Ω(n 2...
متن کاملMIS in the Congested Clique Model in $O(\log \log \Delta)$ Rounds
We give a maximal independent set (MIS) algorithm that runs in $O(\log \log \Delta)$ rounds in the congested clique model, where $\Delta$ is the maximum degree of the input graph. This improves upon the $O(\frac{\log(\Delta) \cdot \log \log \Delta}{\sqrt{\log n}} + \log \log \Delta )$ rounds algorithm of [Ghaffari, PODC '17], where $n$ is the number of vertices of the input graph. In the first ...
متن کاملImproved Massively Parallel Computation Algorithms for MIS, Matching, and Vertex Cover
We present O(log logn)-round algorithms in the Massively Parallel Computation (MPC) model, with Õ(n) memory per machine, that compute a maximal independent set, a 1 + ε approximation of maximum matching, and a 2+ ε approximation of minimum vertex cover, for any n-vertex graph and any constant ε > 0. These improve the state of the art as follows: • Our MIS algorithm leads to a simple O(log log∆)...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2016