Search Results - "Randomized approximation algorithm"
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Minimal Cost Server Configuration for Meeting Time-Varying Resource Demands in Cloud Centers
ISSN: 1045-9219, 1558-2183Published: New York IEEE 01.11.2018Published in IEEE transactions on parallel and distributed systems (01.11.2018)“…We consider the minimal cost server configuration for meeting resource demands over multiple time slots. Specifically, there are some heterogeneous servers…”
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Approximation Algorithms for Online User Association in Multi-Tier Multi-Cell Mobile Networks
ISSN: 1063-6692, 1558-2566Published: New York IEEE 01.08.2017Published in IEEE/ACM transactions on networking (01.08.2017)“…The constantly growing wireless bandwidth demand is pushing wireless networks to multi-tier architectures consisting of a macrocell tier and a number of dense…”
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A Distributed Information Divergence Estimation over Data Streams
ISSN: 1045-9219Published: IEEE 01.02.2014Published in IEEE transactions on parallel and distributed systems (01.02.2014)“…In this paper, we consider the setting of large scale distributed systems, in which each node needs to quickly process a huge amount of data received in the…”
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A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem
ISSN: 0178-4617, 1432-0541Published: Boston Springer US 01.03.2014Published in Algorithmica (01.03.2014)“…We investigate a metric facility location problem in a distributed setting. In this problem, we assume that each point is a client as well as a potential…”
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Uniform node sampling service robust against collusions of malicious nodes
ISBN: 9781467364713, 1467364711ISSN: 1530-0889Published: IEEE 01.06.2013Published in 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (01.06.2013)“…We consider the problem of achieving uniform node sampling in large scale systems in presence of a strong adversary. We first propose an omniscient strategy…”
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A Distributed Algorithm for the Facility Location Problem
ISSN: 1571-0653, 1571-0653Published: Elsevier B.V 01.08.2006Published in Electronic notes in discrete mathematics (01.08.2006)Get full text
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Approximation algorithms for maximum cut with limited unbalance
ISSN: 0304-3975, 1879-2294Published: Amsterdam Elsevier B.V 15.10.2007Published in Theoretical computer science (15.10.2007)“…We consider the problem of partitioning the vertices of a weighted graph into two sets of sizes that differ at most by a given threshold B , so as to maximize…”
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Computational experience with a SDP-based algorithm for maximum cut with limited unbalance
ISSN: 0028-3045, 1097-0037Published: Hoboken Wiley Subscription Services, Inc., A Wiley Company 01.05.2010Published in Networks (01.05.2010)“…In the Maximum Cut with Limited Unbalance problem, we want to partition the vertices of a weighted graph into two sets of sizes differing at most by a given…”
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A simple randomized scheme for constructing low-weight k -connected spanning subgraphs with applications to distributed algorithms
ISSN: 0304-3975, 1879-2294Published: Amsterdam Elsevier B.V 15.10.2007Published in Theoretical computer science (15.10.2007)“…The main focus of this paper is the analysis of a simple randomized scheme for constructing low-weight k -connected spanning subgraphs. In this paper, we focus…”
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Efficiently Summarizing Data Streams over Sliding Windows
Published: IEEE 01.09.2015Published in 2015 IEEE 14th International Symposium on Network Computing and Applications (01.09.2015)“…Estimating the frequency of any piece of information in large-scale distributed data streams became of utmost importance in the last decade (e.g., in the…”
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Conference Proceeding -
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Randomized Nonnegative Tensor Factorization for Feature Extraction from High-dimensional Signals
ISSN: 2157-8702Published: IEEE 01.06.2018Published in 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2018)“…Tensor decomposition methods are well-known tools for multilinear feature extraction from multi-way arrays with many important applications in signal…”
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Estimating the Frequency of Data Items in Massive Distributed Streams
ISBN: 9781467377416, 1467377414Published: IEEE 01.06.2015Published in 2015 IEEE Fourth Symposium on Network Cloud Computing and Applications (NCCA) (01.06.2015)“…We investigate the problem of estimating on the fly the frequency at which items recur in large scale distributed data streams, which has become the norm in…”
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Sketch ⋆-Metric: Comparing Data Streams via Sketching
Published: IEEE 01.08.2013Published in 2013 IEEE 12th International Symposium on Network Computing and Applications (01.08.2013)“…In this paper, we consider the problem of estimating the distance between any two large data streams in small-space constraint. This problem is of utmost…”
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14
An Information Divergence Estimation over Data Streams
ISBN: 9781467322140, 1467322148Published: IEEE 01.08.2012Published in 2012 IEEE 11th International Symposium on Network Computing and Applications (01.08.2012)“…In this paper, we consider the setting of large scale distributed systems, in which each node needs to quickly process a huge amount of data received in the…”
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Approximating average parameters of graphs
ISSN: 1042-9832, 1098-2418Published: Hoboken Wiley Subscription Services, Inc., A Wiley Company 01.07.2008Published in Random structures & algorithms (01.07.2008)“…Inspired by Feige (36th STOC, 2004), we initiate a study of sublinear randomized algorithms for approximating average parameters of a graph. Specifically, we…”
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Triangle Counting in Dynamic Graph Streams
ISSN: 0178-4617, 1432-0541Published: New York Springer US 01.09.2016Published in Algorithmica (01.09.2016)“…Estimating the number of triangles in graph streams using a limited amount of memory has become a popular topic in the last decade. Different variations of the…”
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Distributed Algorithms for Constructing Approximate Minimum Spanning Trees in Wireless Sensor Networks
ISSN: 1045-9219, 1558-2183Published: New York IEEE 01.01.2009Published in IEEE transactions on parallel and distributed systems (01.01.2009)“…While there are distributed algorithms for the MST problem, these algorithms require relatively large number of messages and time; this makes these algorithms…”
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Byzantine-tolerant uniform node sampling service in large-scale networks
ISSN: 1744-5760, 1744-5779Published: Abingdon Taylor & Francis 03.09.2021Published in International journal of parallel, emergent and distributed systems (03.09.2021)“…We consider the problem of achieving uniform node sampling in large scale systems in presence of Byzantine nodes. This service offers a single simple primitive…”
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Randomized approximation algorithms for set multicover problems with applications to reverse engineering of protein and gene networks
ISSN: 0166-218X, 1872-6771Published: Elsevier B.V 01.04.2007Published in Discrete Applied Mathematics (01.04.2007)“…In this paper we investigate the computational complexity of a combinatorial problem that arises in the reverse engineering of protein and gene networks. Our…”
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Probabilistic verification and approximation
ISSN: 0168-0072Published: Elsevier B.V 01.03.2008Published in Annals of pure and applied logic (01.03.2008)“…We study the existence of efficient approximation methods to verify quantitative specifications of probabilistic systems. Models of such systems are labelled…”
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