Výsledky vyhledávání - Distributed and decentralized algorithm

Exponential convergence of a distributed divide-and-conquer algorithm for constrained convex optimization on networks Autor Emirov, Nazar, Song, Guohui, Sun, Qiyu

“… The algorithm is fully distributed: each iteration solves local subproblems around selected fusion centers and coordinates only with neighboring fusion centers…”
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A decentralized algorithm for distributed ensemble clustering Autor Rosato, Antonello, Altilio, Rosa, Panella, Massimo

“…•purely distributed ensemble clustering method.•privacy preserving algorithm for diffused data…”
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A fully decentralized distributed learning algorithm for latency communication networks Autor Wei, Yutian, Xie, Jin, Gao, Weifeng, Li, Hong, Wang, Ling

“…The network-induced delay phenomenon has always been one of the bottlenecks in the practical application of distributed learning (DL) algorithms…”
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Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems Autor Zeng, Yiming, Huang, Yaodong, Liu, Zhenhua, Liu, Ji

“… storage devices included and develop a parallel distributed algorithm with guaranteed convergence in joint caching and routing decisions…”
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Model-based decentralized Bayesian algorithm for distributed compressed sensing Autor Torkamani, Razieh, Zayyani, Hadi, Sadeghzadeh, Ramazan Ali

“…In this paper, a novel model-based distributed compressive sensing (DCS) algorithm is proposed…”
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Distributed and Decentralized Algorithms for Functional Programmable Matter Autor Klingner, John

“… The quantity of robots involved necessitates algorithms and processes which scale—in terms of required communication, computation, and memory…”
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A Decentralized Bayesian Algorithm For Distributed Compressive Sensing in Networked Sensing Systems Autor Chen, Wei, Wassell, Ian J.

“… This paper develops a decentralized Bayesian reconstruction algorithm for networked sensing systems to jointly reconstruct multiple signals based on the distributed compressive sensing (DCS…”
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A Novel Variable Step-Size LMS Algorithm for Decentralized Incremental Distributed Networks Autor Qadri, Syed Safi Uddin, Arif, Muhammad, Saeed, Muhammad Omer Bin

“…This work proposes a variable step-size strategy for estimation over distributed networks using the incremental scheme…”
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Decentralized Eigenvalue Algorithms for Distributed Signal Detection in Wireless Networks Autor Penna, Federico, Stanczak, Slawomir

“…) and decentralized Lanczos algorithm (DLA) - for distributed computation of one (the largest) or multiple eigenvalues of a sample covariance matrix over a wireless network…”
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Decentralized Coding Algorithms for Distributed Storage in Wireless Sensor Networks Autor Zhenning Kong, Aly, S., Soljanin, E.

“… + ¿) nodes for some small ¿ > 0. We develop decentralized Fountain codes based algorithms to solve this problem…”
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Decentralized Distributed Compressed Sensing Algorithm for Wireless Sensor Networks Autor Wen, Xu Dong, Liu, Chun Wu

“…). To further enhance the data compression ratio in clustered WSNs, a new data collection method which named Decentralized Distributed Compressed Sensing (DDCS…”
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An Efficient Distributed Compressed Sensing Algorithm for Decentralized Sensor Network Autor Liu, Jing, Huang, Kaiyu, Zhang, Guoxian

“… A novel algorithm, named distributed compact sensing matrix pursuit (DCSMP), is proposed to exploit the computational and communication capabilities of the sensor nodes…”
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Multi-consensus decentralized primal-dual fixed point algorithm for distributed learning Autor Tang, Kejie, Liu, Weidong, Mao, Xiaojun

“…Decentralized distributed learning has recently attracted significant attention in many applications in machine learning and signal processing…”
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A Decentralized Reconstruction Algorithm for Distributed Compressed Sensing Autor Xu, Wenbo, Cui, Yupeng, Li, Zhilin, Lin, Jiaru

“… In this paper, we propose a decentralized reconstruction algorithm that works in an iterative manner, where each node implements the reconstruction in each iteration only with its own measurements…”
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A decentralized training algorithm for Echo State Networks in distributed big data applications Autor Scardapane, Simone, Wang, Dianhui, Panella, Massimo

“… training architecture. While several alternatives exist for training feed-forward neural networks in such a distributed setting, less attention has been devoted to the case of decentralized training of recurrent neural networks (RNNs…”
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Scalable decision fusion algorithm for enabling decentralized computation in distributed, big data clustering problems Autor Jennath, H. S., Asharaf, S.

“…In the world of big data, extracting meaningful insights from large and continually growing distributed datasets is a major challenge…”
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Decentralized Localization of Distributed Antenna Array Elements Using an Evolutionary Algorithm Autor Dula, Matthew J., Shandi, Naim, Nanzer, Jeffrey A.

“…Distributed phased arrays have recently garnered interest in applications such as satellite communications and high-resolution remote sensing…”
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A Data Mining Algorithm via Decentralized Optimization in Parallel or Distributed Systems: Mathematical Aspects Autor Gabidullina, Z. R., Doostmohammadian, M. R.

“…We present a new scalable data mining algorithm which can accurately recognize the position of a given pattern as internal, boundary, or external point comparatively to an intersection of a finite family of data sets…”
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A new decentralized architecture and a fully parallel distributed algorithm for charge scheduling of plug-in electric vehicles Autor Alaviani, Seyyed Shaho, Umathe, Bhagyashree, Kelkar, Atul G., Vaidya, Umesh

“… distributed primal-dual algorithm with fixed step size is proposed. In the proposed configuration, the existence of aggregator is removed, and the interactions are allowed…”
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Decentralized Algorithms for Out-of-System Interference Suppression in Distributed MIMO Autor Shaik, Zakir Hussain, Larsson, Erik G.

“… (or even their statistics) are completely unknown. In this letter, we propose a novel distributed algorithm that can mitigate OoS interference in the uplink and suppress the signal transmission in the OoS direction in the downlink…”
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