Coded Distributed Computing with Heterogeneous Function Assignments

机译：具有异构功能分配的编码分布式计算

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Coded distributed computing (CDC) introduced by Li et. at. is an effective technique to trade computation load for communication load in a MapReduce framework. CDC achieves an optimal trade-off by duplicating map computations at r computing nodes to yield

机译：Li等人介绍的编码分布式计算（CDC）。在。是在MapReduce框架中将计算负载换为通信负载的有效技术。 CDC通过在r个计算节点上复制地图计算以产生最佳折衷方案

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《IEEE International Conference on Communications》|2020年|1-6|共6页
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Nicholas Woolsey; Rong-Rong Chen; Mingyue Ji;
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Distributed computing; Multicast communication; Heterogeneous networks; Computational modeling; Load modeling; Urban areas; Electronic mail;

机译：分布式计算;组播通信;异构网络;计算建模;负荷建模;城市地区;电子邮件;

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1. New Results on the Computation-Communication Tradeoff for Heterogeneous Coded Distributed Computing [J] . Xu Fan, Shao Shuo, Tao Meixia IEEE Transactions on Communications . 2021,第4期

机译：用于异构编码分布式计算的计算 - 通信权衡的新结果
2. Optimal task assignment in heterogeneous distributed computing systems [J] . Kafil M., Ahmad I. IEEE concurrency . 1998,第3期

机译：异构分布式计算系统中的最佳任务分配
3. Coded Computing: Mitigating Fundamental Bottlenecks in Large-Scale Distributed Computing and Machine Learning [J] . Songze Li, Salman Avestimehr Foundations and trends in communications and information theory . 2020,第1期

机译：编码计算：减轻大型分布式计算和机器学习中的基本瓶颈
4. Heterogeneous Coded Distributed Computing: Joint Design of File Allocation and Function Assignment [C] . Fan Xu, Meixia Tao IEEE Global Communications Conference . 2019

机译：异构编码的分布式计算：文件分配和功能分配的联合设计
5. Performance estimation of heterogeneous distributed computing systems that compute parallel algorithms. [D] . Gutierrez Casas, Efren David. 1997

机译：计算并行算法的异构分布式计算系统的性能估计。
6. A Distributed and Context-Aware Task Assignment Mechanism for Collaborative Mobile Edge Computing [O] . Bo Gu, Yapeng Chen, Haijun Liao, 2018

机译：协作移动边缘计算的分布式和上下文感知任务分配机制
7. Coded Distributed Computing with Heterogeneous Function Assignments [O] . Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji 2020

机译：具有异构功能分配的编码分布式计算
8. Parallelization of Finite Element Analysis Codes Using Heterogeneous Distributed Computing [R] . Ozguner, F. 1996

机译：利用异构分布式计算有限元分析代码的并行化

Coded Distributed Computing with Heterogeneous Function Assignments

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