Výsledky vyhledávání - "Distributed computing"

A Comprehensive Survey on Coded Distributed Computing: Fundamentals, Challenges, and Networking Applications Autor Ng, Jer Shyuan, Lim, Wei Yang Bryan, Luong, Nguyen Cong, Xiong, Zehui, Asheralieva, Alia, Niyato, Dusit, Leung, Cyril, Miao, Chunyan

“…Distributed computing has become a common approach for large-scale computation tasks due to benefits such as high reliability, scalability, computation speed,…”
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Multi-Access Distributed Computing Autor Brunero, Federico, Elia, Petros

“…Coded distributed computing (CDC) is a new technique proposed with the purpose of decreasing the intense data exchange required for parallelizing distributed…”
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Iota Tangle: A cryptocurrency to communicate Internet-of-Things data Autor Silvano, Wellington Fernandes, Marcelino, Roderval

“…The emergence of distributed ledger technologies (DLT) and design limitations of Blockchain systems for some types of applications led to the development of…”
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A Scalable Framework for Wireless Distributed Computing Autor Songze Li, Qian Yu, Maddah-Ali, Mohammad Ali, Avestimehr, A. Salman

“…We consider a wireless distributed computing system, in which multiple mobile users, connected wirelessly through an access point, collaborate to perform a…”
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Reliability of a Distributed Computing System With Performance Sharing Autor Xiao, Hui, Yi, Kunxiang, Peng, Rui, Kou, Gang

“…Existing research has been concentrated on improving the reliability of a distributed computing system through optimizing tasks allocation, providing software…”
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SAFA: A Semi-Asynchronous Protocol for Fast Federated Learning With Low Overhead Autor Wu, Wentai, He, Ligang, Lin, Weiwei, Mao, Rui, Maple, Carsten, Jarvis, Stephen

“…Federated learning (FL) has attracted increasing attention as a promising approach to driving a vast number of end devices with artificial intelligence…”
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Novel Constructions for Computation and Communication Trade-Offs in Private Coded Distributed Computing Autor Sasi, Shanuja, Gunlu, Onur

“…Distributed computing enables scalable machine learning by distributing tasks across multiple nodes, but ensuring privacy in such systems remains a challenge…”
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Structural Biology in the Clouds: The WeNMR-EOSC Ecosystem Autor Honorato, Rodrigo V., Koukos, Panagiotis I., Jiménez-García, Brian, Tsaregorodtsev, Andrei, Verlato, Marco, Giachetti, Andrea, Rosato, Antonio, Bonvin, Alexandre M. J. J.

“…Structural biology aims at characterizing the structural and dynamic properties of biological macromolecules at atomic details. Gaining insight into three…”
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Fundamental Limits of Distributed Linearly Separable Computation Under Cyclic Assignment Autor Huang, Wenbo, Wan, Kai, Sun, Hua, Ji, Mingyue, Qiu, Robert Caiming, Caire, Giuseppe

“…This paper studies the master-worker distributed linearly separable computation problem, where the considered computation task, referred to as linearly…”
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Minimum Cost Encoding for Coded Distributed Computing Systems Autor Karami, Mahyar, Ardakani, Masoud, Ebrahimzad, Hamid, Zhang, Zhuhong

“…In large-scale distributed matrix-vector multiplications, e.g., for generative AI, straggling nodes can slow down or even jeopardize the whole operation. Coded…”
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Edge Intelligence-Research Opportunities for Distributed Computing Continuum Systems Autor Pujol, Victor Casamayor, Donta, Praveen Kumar, Morichetta, Andrea, Murturi, Ilir, Dustdar, Schahram, Dustdar, Schahram

“…Edge intelligence and, by extension, any distributed computing continuum system will bring to our future society a plethora of new and useful applications,…”
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Optimal Load Allocation for Coded Distributed Computation in Heterogeneous Clusters Autor Kim, Daejin, Park, Hyegyeong, Choi, Jun Kyun

“…Recently, coding has been a useful technique to mitigate stragglers' effect in distributed computing. However, coding in this context has been mainly explored…”
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Asymptotically Optimal Coded Distributed Computing via Combinatorial Designs Autor Cheng, Minquan, Wu, Youlong, Li, Xianxian, Wu, Dianhua

“…Coded distributed computing (CDC) introduced by Li et al. can greatly reduce the communication load for MapReduce computing systems. In the cascaded CDC with…”
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Digital twin and cloud-side-end collaboration for intelligent battery management system Autor Wang, Yujie, Xu, Ruilong, Zhou, Caijie, Kang, Xu, Chen, Zonghai

“…•The architecture of network collaboration for future battery management is presented.•The digital twin model is used for management of the batteries in their…”
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The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things Autor Aminizadeh, Sarina, Heidari, Arash, Toumaj, Shiva, Darbandi, Mehdi, Navimipour, Nima Jafari, Rezaei, Mahsa, Talebi, Samira, Azad, Poupak, Unal, Mehmet

“…•Providing a comprehensive analysis of the most current innovations in medical data processing.•Proposing a systematic review of the available platforms for…”
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Spectral embedded generalized mean based k-nearest neighbors clustering with S-distance Autor Sharma, Krishna Kumar, Seal, Ayan

“…The spectral clustering algorithm is extensively employed in different aspects, especially in the field of pattern recognition. However, the efficient…”
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Coded Wireless Distributed Computing With Packet Losses and Retransmissions Autor Han, Dong-Jun, Sohn, Jy-Yong, Moon, Jaekyun

“…In wireless distributed computing systems, mobile devices that are connected wirelessly to the Fog (e.g., small base stations) collaboratively solve a given…”
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Object Proxy Patterns for Accelerating Distributer Applications Autor Pauloski, J. Gregory, Hayot-Sasson, Valerie, Ward, Logan, Brace, Alexander, Bauer, André, Chard, Kyle, Foster, Ian

“…Workflow and serverless frameworks have empowered new approaches to distributed application design by abstracting compute resources. However, their typically…”
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FABRIC: A National-Scale Programmable Experimental Network Infrastructure Autor Baldin, Ilya, Nikolich, Anita, Griffioen, James, Monga, Indermohan Inder S., Wang, Kuang-Ching, Lehman, Tom, Ruth, Paul, Deelman, Ewa

“…FABRIC is a unique national research infrastructure to enable cutting-edge and exploratory research at-scale in networking, cybersecurity, distributed…”
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Performance optimization, modeling and analysis of sparse matrix-matrix products on multi-core and many-core processors Autor Nagasaka, Yusuke, Matsuoka, Satoshi, Azad, Ariful, Buluç, Aydın

“…Sparse matrix-matrix multiplication (SpGEMM) is a computational primitive that is widely used in areas ranging from traditional numerical applications to…”
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