Search Results - "Distributed Computing"

A Comprehensive Survey on Coded Distributed Computing: Fundamentals, Challenges, and Networking Applications by 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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A scalable distributed workflow for accelerating long reads self-correction by Ceccaroni, Riccardo, Di Rocco, Lorenzo, Ferraro Petrillo, Umberto, Brutti, Pierpaolo

“…Third-Generation Sequencing (TGS) technologies have transformed genomic research by enabling the extraction of longer nucleotide sequences (referred to as long…”
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Multi-Access Distributed Computing by 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 by 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 by 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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Novel Constructions for Computation and Communication Trade-offs in Private Coded Distributed Computing by 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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Reliability of a Distributed Computing System With Performance Sharing by 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 by 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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Structural Biology in the Clouds: The WeNMR-EOSC Ecosystem by 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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Optimal Load Allocation for Coded Distributed Computation in Heterogeneous Clusters by 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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Coded Wireless Distributed Computing With Packet Losses and Retransmissions by 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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Spectral embedded generalized mean based k-nearest neighbors clustering with S-distance by 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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Digital twin and cloud-side-end collaboration for intelligent battery management system by 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 by 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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Asymptotically Optimal Coded Distributed Computing via Combinatorial Designs by 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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Object Proxy Patterns for Accelerating Distributer Applications by 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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Fundamental Tradeoff Between Computation and Communication with Joint Coding and Interference Management in Wireless Distributed Computing by Tian, Linge, Liu, Wei, Geng, Yanlin, Wu, Youlong, Bai, Baoming, Yu, Fei Richard

“…In this paper, we investigate the fundamental tradeoff between computation and communication for the full-duplex (FD) wireless MapReduce distributed computing…”
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Edge Intelligence-Research Opportunities for Distributed Computing Continuum Systems by 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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Decentralized Federated Learning With Unreliable Communications by Ye, Hao, Liang, Le, Li, Geoffrey Ye

“…Decentralized federated learning, inherited from decentralized learning, enables the edge devices to collaborate on model training in a peer-to-peer manner…”
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Performance optimization, modeling and analysis of sparse matrix-matrix products on multi-core and many-core processors by 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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