Suchergebnisse - "distributed and parallel algorithms"

Advantages of distributed and parallel algorithms that leverage Cloud Computing platforms for large-scale genome assembly. [version 1; peer review: 2 not approved] von Kumari, Priti, Mazumder, Raja, Simonyan, Vahan, Krampis, Konstantinos

“… Background: The transition to Next Generation sequencing (NGS) sequencing technologies has had numerous applications in Plant, Microbial and Human genomics …”
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Efficient Approximate Big Data Clustering: Distributed and Parallel Algorithms in the Spectrum of IoT Architectures von Keramatian, Amir

“… Clustering, the task of grouping together similar items, is a frequently used method for processing data, with numerous applications. Clustering the data …”
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Efficient Processing of Skyline Queries Using MapReduce von Park, Yoonjae, Min, Jun-Ki, Shim, Kyuseok

“… The skyline operator has attracted considerable attention recently due to its broad applications. However, computing a skyline is challenging today since we …”
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High-dimensional similarity searches using query driven dynamic quantization and distributed indexing von Guzun, Gheorghi, Canahuate, Guadalupe

“… The concept of similarity is used as the basis for many data exploration and data mining tasks. Nearest neighbor (NN) queries identify the most similar items, …”
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A self-stabilizing framework for dynamic bandwidth allocation in virtual networks von Jmila, Houda, Drira, Kaouther, Zeghlache, Djamal

“… This paper addresses dynamic bandwidth allocation for virtual network (VN) resources to respond to increasing or decreasing applications requirements in cloud …”
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Distributed computation of the knn graph for large high-dimensional point sets von Plaku, Erion, Kavraki, Lydia E.

“… High-dimensional problems arising from robot motion planning, biology, data mining, and geographic information systems often require the computation of k …”
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Scheme for efficiency-performance measures of distributed and parallel algorithms von Santoro, Nicola, Gafni, Eli

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Distributed and Parallel Algorithms for Set Cover Problems with Small Neighborhood Covers von Agarwal, Archita, Chakaravarthy, Venkatesan T, Choudhury, Anamitra R, Sambuddha Roy, Sabharwal, Yogish

“… We design unified distributed and parallel algorithms that can handle any set cover problem falling under the above framework and yield constant factor approximations …”
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Fast distributed and parallel algorithms for data network control problems von Antonio, John Kirby

“… Analysis of existing algorithms, as well as the development and analysis of new algorithms/techniques for solving network control problems are presented …”
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A novel line search method for nonsmooth optimization problems von Yang Yang, Pesavento, Marius

“… In this paper, we propose a novel exact/successive line search method for stepsize calculation in iterative algorithms for nonsmooth optimization problems. The …”
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PMDOS: a testbed for distributed and parallel algorithms utilizing idle machines in a network von Prabhakar, K., Mohan, G.

“… The computing resources offered by a collection of workstations can be enormous. To locate and utilize idle workstations efficiently has been a problem …”
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SCHEME FOR EFFICIENCY-PERFORMANCE MEASURES OF DISTRIBUTED AND PARALLEL ALGORITHMS von Santoro, Nicola, Gafni, Eli

“… The emergence of parallel machines with great abilities to parallel computing as well as large distributed networks require other conceptions in the design and …”
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An improved approach for mining association rules in parallel using Spark Streaming von Liu, Longtao, Wen, Jiabao, Zheng, Zexun, Su, Hansong

“… In order to improve the speed and accuracy of association rules mining, distributed and parallel algorithms have become a research focus …”
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A novel bio-inspired approach based on the behavior of mosquitoes von Feng, Xiang, Lau, Francis C.M., Yu, Huiqun

“… This paper proposes a new nature-inspired algorithm (NA)—mosquito host-seeking algorithm (MHSA)—the inspiration for which comes from the host-seeking behavior …”
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Distributed graph problems through an automata-theoretic lens von Chang, Yi-Jun, Studený, Jan, Suomela, Jukka

“… Put otherwise, we seek to automatically synthesize efficient distributed and parallel algorithms for solving …”
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Distributed algorithms for convex problems with linear coupling constraints von Colombo, Tommaso, Sagratella, Simone

“… Distributed and parallel algorithms have been frequently investigated in the recent years, in particular in applications like machine learning …”
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Fast inexact decomposition algorithms for large-scale separable convex optimization von Tran-Dinh, Q., Necoara, I., Diehl, M.

“… In this paper, we propose a new inexact dual decomposition algorithm for solving separable convex optimization problems. This algorithm is a combination of …”
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Frequent pattern mining algorithms in fog computing environments: A systematic review von Fadaei Tehrani, Ahmad, Sharifi, Mahdi, Rahmani, Amir Masoud

“… Summary Recent advances in technology have resulted in generating or collecting massive volumes of data from rich data resources such as sensors and mobile …”
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Group mosquito host-seeking algorithm von Feng, Xiang, Liu, Xiaoting, Yu, Huiqun

“… The host-seeking behavior of mosquitoes is very interesting. This paper is motivated by the following general observation on mosquito groups and their …”
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On Mixing and Edge Expansion Properties in Randomized Broadcasting von Sauerwald, Thomas

“… In this paper, we consider a popular randomized broadcasting algorithm called push-algorithm defined as follows. Initially, one vertex of a graph G =( V , E ) …”
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