In-Network Caching and Learning Optimization for Federated Learning in Mobile Edge Networks

Autor: Saputra, YM, Nguyen, DN, Hoang, DT, Dutkiewicz, E

In this paper, we develop a novel privacy-aware framework to address straggling problem in a federated learning (FL)-based mobile edge network through maximizing profit for the mobile service provider (MSP). In particular, unlike the conventional FL

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______363::bdea1eebd68d14dcbc8379cd84655d30
https://hdl.handle.net/10453/164599

A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing - Part I: Fundamentals and Enabling Technologies

Autor: Nguyen, CT, Saputra, YM, Huynh, NV, Nguyen, NT, Khoa, TV, Tuan, BM, Nguyen, DN, Hoang, DT, Vu, TX, Dutkiewicz, E, Chatzinotas, S, Ottersten, B

© 2013 IEEE. Social distancing plays a pivotal role in preventing the spread of viral diseases illnesses such as COVID-19. By minimizing the close physical contact among people, we can reduce the chances of catching the virus and spreading it across

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______363::4bf6f0ff98cae077a210e7e7b4044035
https://hdl.handle.net/10453/144147

A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing-Part I: Fundamentals and Enabling Technologies.

Autor: Nguyen CT; Department of Computer Science and EngineeringHo Chi Minh City University of Technology Ho Chi MInh City 700000 Vietnam.; Department of Computer Science and EngineeringVietnam National University-Ho Chi Minh City Ho Chi MInh City 700000 Vietnam., Saputra YM; School of Electrical and Data EngineeringUniversity of Technology Sydney Sydney NSW 2007 Australia.; Department of Electrical Engineering and InformaticsVocational CollegeUniversitas Gadjah Mada Yogyakarta 55281 Indonesia., Huynh NV; School of Electrical and Data EngineeringUniversity of Technology Sydney Sydney NSW 2007 Australia., Nguyen NT; School of Electrical and Data EngineeringUniversity of Technology Sydney Sydney NSW 2007 Australia.; VNU University of Engineering and Technology, Vietnam National University Hanoi 711000 Vietnam., Khoa TV; VNU University of Engineering and Technology, Vietnam National University Hanoi 711000 Vietnam., Tuan BM; VNU University of Engineering and Technology, Vietnam National University Hanoi 711000 Vietnam., Nguyen DN; School of Electrical and Data EngineeringUniversity of Technology Sydney Sydney NSW 2007 Australia., Hoang DT; School of Electrical and Data EngineeringUniversity of Technology Sydney Sydney NSW 2007 Australia., Vu TX; Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg 4365 Luxembourg City Luxembourg., Dutkiewicz E; School of Electrical and Data EngineeringUniversity of Technology Sydney Sydney NSW 2007 Australia., Chatzinotas S; Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg 4365 Luxembourg City Luxembourg., Ottersten B; Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg 4365 Luxembourg City Luxembourg.

Publikováno v: IEEE access : practical innovations, open solutions [IEEE Access] 2020 Aug 20; Vol. 8, pp. 153479-153507. Date of Electronic Publication: 2020 Aug 20 (Print Publication: 2020).

Content caching in mobile edge computing: a survey.

Autor: Khan, Yasar, Mustafa, Saad, Ahmad, Raja Wasim, Maqsood, Tahir, Rehman, Faisal, Ali, Javid, Rodrigues, Joel J.P.C.

Publikováno v: Cluster Computing; Oct2024, Vol. 27 Issue 7, p8817-8864, 48p

GFL-ALDPA: a gradient compression federated learning framework based on adaptive local differential privacy budget allocation.

Autor: Yang, Jiawei, Chen, Shuhong, Wang, Guojun, Wang, Zijia, Jie, Zhiyong, Arif, Muhammad

Publikováno v: Multimedia Tools & Applications; Mar2024, Vol. 83 Issue 9, p26349-26368, 20p