Výsledky vyhledávání - Coding distributed computing

Fault-Tolerant Algorithm Combined with Distributed Coding Computing in MapReduce Framework Autor ZHANG Ji, XIE Zaipeng, MAO Yingchi, XU Yuanyuan, ZHU Xiaorui, LI Bowen

“…) of distributed computing systems and the communication load caused by fault-tolerant computing.To solve the problems,this paper integrates distributed coding computing with replica redundancy to propose a novel fault-tolerant…”
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Hierarchical Coding for Distributed Computing Autor Park, Hyegyeong, Lee, Kangwook, Sohn, Jy-Yong, Suh, Changho, Moon, Jaekyun

“…Coding for distributed computing supports low-latency computation by relieving the burden of straggling workers…”
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Reliable Multidimensional Resource Scheduling for Heterogeneous Computing Networks via Coded Distributed Computing and Hypergraph Neural Networks Autor Wang, Weian, Zhu, Xiaorong

“…) and coded distributed computing (CDC). We first construct a multidimensional resource representation model for computing networks based on hyper-networks, effectively illustrating heterogeneous nodes and their interactions within computing networks…”
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A Unified Coding Framework for Distributed Computing with Straggling Servers Autor Songze Li, Maddah-Ali, Mohammad Ali, Avestimehr, A. Salman

“…We propose a unified coding framework for distributed computing with straggling servers, by introducing a tradeoff between "latency of computation" and "load of communication" for some linear computation tasks…”
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Fundamental Tradeoff Between Computation and Communication with Joint Coding and Interference Management in Wireless Distributed Computing Autor Tian, Linge, Liu, Wei, Geng, Yanlin, Wu, Youlong, Bai, Baoming, Yu, Fei Richard

“…) wireless MapReduce distributed computing network. Specifically, a coded interference alignment and neutralization (CIAN…”
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On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems Autor Zhang, Jingjing, Simeone, Osvaldo

“…Consider a mobile edge computing system in which users wish to obtain the result of a linear inference operation on locally measured input data…”
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Revisiting Distributed Source Coding for Expedited Downlink Transmission in Coded Edge Computing Autor Hu, Rong, He, Xiaofan, Dai, Huaiyu

“…) in distributed edge networks, it also introduces new challenges in communications. To this end, existing works often treat the transmission of coded computing information as a traditional multi-user communication problem…”
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Coding for edge-facilitated wireless distributed computing with heterogeneous users Autor Kiamari, Mehrdad, Wang, Chenwei, Avestimehr, A. Salman

“…We consider the edge-facilitated wireless distributed computing with three users, each communicating with the other two users via the help of an access point (AP…”
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Distributed lossless coding system based on cloud computing in video transcoding for MRI and neuroimaging Autor Li, Ying, Shabaz, Mohammad

“…A distributed lossless coding system based on cloud computing is proposed to increase the video transcoding capacity of the new media interactive broadcasting project in the research department…”
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Optimize Coding and Node Selection for Coded Distributed Computing over Wireless Edge Networks Autor Nguyen, Cong T., Nguyen, Diep N., Hoang, Dinh Thai, Pham, Hoang-Anh, Dutkiewicz, Eryk

“…This paper aims to develop a highly-effective framework to significantly enhance the efficiency in using coded computing techniques for distributed computing tasks over heterogeneous wireless edge networks…”
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Graph Codes for Distributed Instant Message Collection in an Arbitrary Noisy Broadcast Network Autor Yaoqing Yang, Kar, Soummya, Grover, Pulkit

“…) a general in-network computing strategy to achieve an upper bound within factor log N of the fundamental limits, where N is the number of agents in the network…”
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Block-diagonal coding for distributed computing with straggling servers Autor Severinson, Albin, Graell i Amat, Alexandre, Rosnes, Eirik

“…We consider the distributed computing problem of multiplying a set of vectors with a matrix…”
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Coded Distributed Computing Under Combination Networks Autor Yang, Yongcheng, Huang, Yifei, Qin, Xiaohuan, Lu, Shenglian

“…Coded distributed computing (CDC) is a powerful approach to reduce the communication overhead in distributed computing frameworks by utilizing coding techniques…”
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Group-Wise Coding for Coded Distributed Computing Systems with Group Heterogeneity and Communication Delay Autor Ardakani, Maryam Haghighi, Ardakani, Masoud, Tellambura, Chintha

“…In distributed computing, coding techniques are shown to be an effective solution for mitigating the impact of stragglers…”
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Tail-Latency Optimization in Coding-Based Distributed Storage and Computing Autor Tao, Yangyang

“…Coding techniques have been widely adopted in distributed service systems for robustness and reliability…”
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Polynomial Approaches for Network Coding and Fault-Tolerant Distributed Computing Autor Fahim, Mohammad

“…Since network coding allows coding operations on nodes, it provides more flexibility than routing in terms of achieving higher rates…”
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Hierarchical Coding for Distributed Computing Autor Park, Hyegyeong, Lee, Kangwook, Sohn, Jy-yong, Suh, Changho, Moon, Jaekyun

“…Coding for distributed computing supports low-latency computation by relieving the burden of straggling workers…”
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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

“… To address these issues, coded distributed computing (CDC), i.e., a combination of coding theoretic techniques and distributed…”
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Leveraging Coding Techniques for Speeding up Distributed Computing Autor Konstantinidis, Konstantinos, Ramamoorthy, Aditya

“…Large scale clusters running MapReduce, Spark etc. routinely process data that are on the orders of petabytes or more. The philosophy in these methods is to…”
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Coded Computation Over Heterogeneous Clusters Autor Reisizadeh, Amirhossein, Prakash, Saurav, Pedarsani, Ramtin, Avestimehr, Amir Salman

“… We propose a coding framework for speeding up distributed computing in heterogeneous…”
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