Výsledky vyhledávání - "Parallel and distributed algorithm"

Scalable platforms and advanced algorithms for IoT and cyber-enabled applications Autor Zhou, Xiaokang, Xu, Guangquan, Ma, Jianhua, Ruchkin, Ivan

“…In recent years, with the development of highly distributed cyber–physical systems across physical, social, and mental spaces, researchers have been…”
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Fog-Assisted Operational Cost Reduction for Cloud Data Centers Autor Yu, Liang, Jiang, Tao, Zou, Yulong

“…In this paper, we intend to reduce the operational cost of cloud data centers with the help of fog devices, which can avoid the revenue loss due to wide-area…”
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Accelerated parallel and distributed algorithm using limited internal memory for nonnegative matrix factorization Autor Nguyen, Duy Khuong, Ho, Tu Bao

“…Nonnegative matrix factorization (NMF) is a powerful technique for dimension reduction, extracting latent factors and learning part-based representation. For…”
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A multi-grained distributed implementation of the parallel Block Conjugate Gradient algorithm Autor Murli, A., D'Amore, L., Laccetti, G., Gregoretti, F., Oliva, G.

“…The Block Conjugate Gradient algorithm (Block‐CG) was developed to solve sparse linear systems of equations that have multiple right‐hand sides. We have…”
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On the Uniqueness of Stationary Solutions of an Asynchronous Parallel and Distributed Algorithm for Diffusion Equations Autor Lee, Kooktae, Bhattacharya, Raktim

“…In this paper, we study the uniqueness of stationary solutions of an asynchronous parallel and distributed algorithm for diffusion equations. In the…”
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Distributed Construction of Connected Dominating Sets Optimized by Minimum-Weight Spanning Tree in Wireless Ad-Hoc Sensor Networks Autor Sijun Ren, Ping Yi, Dapeng Hong, Yue Wu, Ting Zhu

“…A Connected Dominating Set (CDS) is a subset V' of V for the graph G(V,E) and induces a connected subgraph, such that each node in V -V' is at least adjacent…”
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An Asynchronous Distributed Algorithm for Constructing a Connected Dominating Set Optimized by Minimum-Weight Spanning Tree Autor Sijun Ren, Ping Yi, Yue Wu, Jianhua Li

“…A Connected Dominating Set (CDS) performs a vital role in wireless ad-hoc sensor networks, which can establish a virtual backbone and thus leads to less…”
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Classifying one billion data with a new distributed svm algorithm Autor Thanh-Nghi Do, Poulet, F.

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Enhancement of Collaborative Interest Management Mechanism for P2P Networked Virtual Environment Autor Liu, Cheng, Cai, Wentong

“…Interest Management (IM) aims at eliminating irrelevant state updates transmitted in Networked Virtual Environment (NVE), such as online games. The existing IM…”
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Collaborative Interest Management for Peer-to-Peer Networked Virtual Environment Autor Liu, Cheng, Cai, Wentong

“…Interest Management (IM) aims at eliminating irrelevant state updates transmitted in Networked Virtual Environment (NVE). The traditional IM mechanisms can be…”
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Scheduling Policies for Federated Learning in Wireless Networks Autor Yang, Howard H., Liu, Zuozhu, Quek, Tony Q. S., Poor, H. Vincent

“…Motivated by the increasing computational capacity of wireless user equipments (UEs), e.g., smart phones, tablets, or vehicles, as well as the increasing…”
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Reducing distance computations for distance-based outliers Autor Angiulli, Fabrizio, Basta, Stefano, Lodi, Stefano, Sartori, Claudio

“…•The paper introduces the FastSolvingSet algorithm to discover outliers.•This algorithm computes the distance based outliers with no approximation.•The…”
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Scalable and Robust Demand Response With Mixed-Integer Constraints Autor Seung-Jun Kim, Giannakis, Georgios B.

“…A demand response (DR) problem is considered entailing a set of devices/subscribers, whose operating conditions are modeled using mixed-integer constraints…”
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Statistical properties of a class of randomized binary search algorithms Autor Xia, Ye

“…In this paper, we analyze the statistical properties of a randomized binary search algorithm and its variants. These algorithms have applications in caching…”
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Novel Control Approaches for Demand Response With Real-Time Pricing Using Parallel and Distributed Consensus-Based ADMM Autor Nguyen, Dinh Hoa, Azuma, Shun-Ichi, Sugie, Toshiharu

“…This paper studies the automated demand response (DR) problem in smart grids equipped with information and communication technology networks, where power…”
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Training efficiency optimization algorithm of wireless federated learning based on processor performance and network condition awareness Autor Pang, Guohao, Zhu, Xiaorong

“…With the explosive growth of smart mobile devices in wireless networks, the increasing computational power of mobile chips and the growing concern for personal…”
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Distributed Strategies for Mining Outliers in Large Data Sets Autor Angiulli, F., Basta, S., Lodi, S., Sartori, C.

“…We introduce a distributed method for detecting distance-based outliers in very large data sets. Our approach is based on the concept of outlier detection…”
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GPU Strategies for Distance-Based Outlier Detection Autor Angiulli, Fabrizio, Basta, Stefano, Lodi, Stefano, Sartori, Claudio

“…The process of discovering interesting patterns in large, possibly huge, data sets is referred to as data mining, and can be performed in several flavours,…”
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Robust Federated Learning With Noisy Labeled Data Through Loss Function Correction Autor Chen, Li, Ang, Fan, Chen, Yunfei

“…Federated learning (FL) is a communication-efficient machine learning paradigm to leverage distributed data at the network edge. Nevertheless, FL usually fails…”
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A data structure perspective to the RDD-based Apriori algorithm on Spark Autor Singh, Pankaj, Singh, Sudhakar, Mishra, P. K., Garg, Rakhi

“…During the recent years, a number of efficient and scalable frequent itemset mining algorithms for big data analytics have been proposed by many researchers…”
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