Respipe: Resilient Model-Distributed DNN Training at Edge Networks

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9413553 ◽

2021 ◽

Author(s):

Pengzhen Li ◽

Erdem Koyuncu ◽

Hulya Seferoglu

Keyword(s):

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Service Deployment Strategy for Predictive Analysis of FinTech IoT Applications in Edge Networks

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3078148 ◽

2021 ◽

pp. 1-1

Author(s):

Ambigavathi Munusamy ◽

Mainak Adhikari ◽

Venki Balasubramanian ◽

Mohammad Ayoub Khan ◽

Varun G Menon ◽

...

Keyword(s):

Predictive Analysis ◽

Deployment Strategy ◽

Iot Applications ◽

Service Deployment ◽

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A neural networks based caching scheme for mobile edge networks

Proceedings of the 17th Conference on Embedded Networked Sensor Systems - SenSys '19 ◽

10.1145/3356250.3361961 ◽

2019 ◽

Author(s):

Zhou Qin ◽

Yikun Xian ◽

Desheng Zhang

Keyword(s):

Neural Networks ◽

Caching Scheme ◽

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Dynamic service-oriented architectures for tactical edge networks

Proceedings of the 4th Workshop on Emerging Web Services Technology - WEWST '09 ◽

10.1145/1645406.1645408 ◽

2009 ◽

Author(s):

Niranjan Suri

Keyword(s):

Service Oriented Architectures ◽

Service Oriented ◽

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Distributed Learning-based Cache Replacement in Collaborative Edge Networks

IEEE Communications Letters ◽

10.1109/lcomm.2021.3081823 ◽

2021 ◽

pp. 1-1

Author(s):

Zhenfeng Sun ◽

Mohammad Reza Nakhai

Keyword(s):

Distributed Learning ◽

Cache Replacement ◽

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Federated Learning with Communication Delay in Edge Networks

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9322592 ◽

2020 ◽

Author(s):

Frank Po-Chen Lin ◽

Christopher G. Brinton ◽

Nicolo Michelusi

Keyword(s):

Communication Delay ◽

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A distributed reinforcement learning approach for energy and congestion-aware edge networks

Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies ◽

10.1145/3386367.3431670 ◽

2020 ◽

Author(s):

Alessio Sacco ◽

Flavio Esposito ◽

Guido Marchetto

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Distributed Reinforcement ◽

Edge Networks ◽

Congestion Aware

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Value‐aware cache replacement in edge networks for Internet of Things

Transactions on Emerging Telecommunications Technologies ◽

10.1002/ett.4261 ◽

2021 ◽

Author(s):

Ting Peng ◽

Haohao Wang ◽

Cangming Liang ◽

Pingping Dong ◽

Yehua Wei ◽

...

Keyword(s):

Internet Of Things ◽

Cache Replacement ◽

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Optimal Device Selection for Federated Learning over Mobile Edge Networks

2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) ◽

10.1109/icdcs47774.2020.00168 ◽

2020 ◽

Author(s):

Cheng-Wei Ching ◽

Yu-Chun Liu ◽

Chung-Kai Yang ◽

Jian-Jhih Kuo ◽

Feng-Ting Su

Keyword(s):

Device Selection ◽

Selection For ◽

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Robust resource provisioning in time-varying edge networks

Proceedings of the Twenty-First International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing ◽

10.1145/3397166.3409146 ◽

2020 ◽

Author(s):

Ruozhou Yu ◽

Guoliang Xue ◽

Yinxin Wan ◽

Jian Tang ◽

Dejun Yang ◽

...

Keyword(s):

Resource Provisioning ◽

Time Varying ◽

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A Computation Offloading Model over Collaborative Cloud-Edge Networks with Optimal Transport Theory

2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) ◽

10.1109/trustcom50675.2020.00134 ◽

2020 ◽

Author(s):

Zhuo Li ◽

Xu Zhou ◽

Yang Liu ◽

Congshan Fan ◽

Wei Wang

Keyword(s):

Transport Theory ◽

Optimal Transport ◽

Computation Offloading ◽

Optimal Transport Theory ◽

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