5g Edge Computing: Technologies, Applications and Future Visions
暫譯: 5G 邊緣運算：技術、應用與未來展望
Ma, Xiao, Xu, Mengwei, Li, Qing
相關主題
商品描述
This book highlights the progress of 5G edge computing in both industry and academia according to our long-term efforts, including the current practice of public edge providers, the research process of edge computing from academia, the integration of edge computing with 5G, and the future visions of edge computing in the 6G era. From this book, the readers can benefit from: (1) the first comprehensive measurement study on a leading public edge platform, NEP (next-generation edge platform); 2) a clear and in-depth introduction of the key technologies of 5G edge computing; (3) the latest progress of 5G-integrated edge computing; and (4) pioneering exploration of 6G edge computing based on Tiansuan constellation - an open satellite-terrestrial integrated platform. Both the researchers from academia or practitioners from industry can benefit significantly from this book.
商品描述(中文翻譯)
邊緣計算已被認定為5G網絡及其後續技術的關鍵技術之一，主要因為其具備兩個顯著優勢：低網絡延遲和減少核心網絡負載。透過在網絡邊緣賦能雲端能力和IT服務環境，邊緣計算能夠有效支持5G及其後續技術的應用，例如擴增實境/虛擬實境（AR/VR）、車聯網（超可靠低延遲通信服務）、物聯網（大規模機器類型通信服務）以及行動高清視頻（增強型行動寬頻服務）。因此，自邊緣計算出現以來，它便吸引了業界和學術界的廣泛關注。
本書根據我們的長期努力，突顯了5G邊緣計算在業界和學術界的進展，包括公共邊緣提供者的當前實踐、學術界對邊緣計算的研究過程、邊緣計算與5G的整合，以及在6G時代邊緣計算的未來願景。讀者可以從本書中獲益於：(1) 對於領先的公共邊緣平台NEP（下一代邊緣平台）的首次綜合測量研究；(2) 對5G邊緣計算關鍵技術的清晰且深入的介紹；(3) 5G整合邊緣計算的最新進展；以及 (4) 基於天算星座的6G邊緣計算的開創性探索——一個開放的衛星-地面整合平台。
無論是學術界的研究者還是業界的從業者，都能從本書中獲得顯著的收益。
作者簡介
Xiao Ma is a lecturer at the State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT). She received her PhD degree in the Department of Computer Science and Technology from Tsinghua University in 2018. From October 2016 to April 2017, she visited the Department of Electrical and Computer Engineering, University of Waterloo. She was selected into the 9th Young Elite Scientist Sponsorship Program. Her research interests include edge computing, satellite computing, and 5G/6G core network. She has published more than 30 papers, with recent work published on premier conferences/journals like INFOCOM/WWW/IMC/TMC/TSC/JSAC/TCC/TWC, etc. She is a winner of IEEE ICWS'23 and IEEE EDGE'21 Best Paper Award. She has served as a TPC Chair of IEEE Satellite'22, a PC member of IEEE ICWS'23, and a reviewer of IEEE TMC/TCC/TWC, GLOBECOM.
Mengwei Xu is an assistant professor and doctoral advisor with Computer Science Department, Beijing University of Posts and Telecommunications (BUPT). He obtained his PhD and Bachelor degrees both from Peking University. He was a visiting scholar in Purdue University during November 2018-November 2019. He joined the "Star-track" visiting professor program of Microsoft Research Asia (MSRA) from December 2020 to March 2021. He won the distinguished PhD thesis of ACM SIGMobile, China, 2021. His research interests lie in the intersection of edge systems and machine learning, with a recent focus on enabling state-of-the-art deep learning techniques on the resource-constrained edge devices. His work has been published on premier CS conferences like ACM MobiCom, MobiSys, UbiComp, USENIX ATC, and WWW.
Qing Li received her PhD degree in the State Key Laboratory of Networking and Switching Technology from Beijing University of Posts and Telecommunications and MS degree in the School of Telecommunication Engineering from Xidian University in 2022 and 2017, respectively. She is currently a postdoctoral fellow at the School of Computer Science, Peking University. Her research interests include resource scheduling and optimization in mobile edge computing and satellite edge computing.
Yuanzhe Li is a postdoc at the Institute for AI Industry Research (AIR), Tsinghua University. He received his PhD in 2022 from the State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT). His work won the Best Paper Award from CollaborateCom 2022. His research interests include 5G/6G, mobile edge computing, cloud computing, and service computing.Ao Zhou is an associate professor at the State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China. Her research interests include service computing, cloud computing, and mobile edge computing. She has published more than 50 papers and received the Best PaperAward from IEEE SCC 2021. Her recent work can be found on premier journals such as IEEE TSC, IEEE TMC, IEEE TCC, IEEE TETC, and premier conferences such as WWW, INFOCOM, ICWS. She served as TPC Chair of IEEE DATACOM 2021, IEEE SAGC 2020, CBPM 2020, and CollaborateCom 2016. She was awarded the Rising Star Award of IEEE Technical Committee on Cloud Computing and the First Prize of WU WEN JUN AI Science and Technology Award of China.
Shangguang Wang is a professor at the School of Computer Science and Engineering, Beijing University of Posts and Telecommunications, China. His research interests include service computing, mobile edge computing, and satellite computing. He is the founder of Tiansuan Constellation and designed the BUPT-1 satellite. He is currently serving as Chair of IEEE Technical Committee on Services Computing. He also served as General Chairs or Program Chairs of 10+ IEEE conferences. He is a fellow of the IET and senior member of the IEEE.
作者簡介(中文翻譯)
小馬是北京郵電大學（BUPT）網絡與交換技術國家重點實驗室的講師。她於2018年在清華大學計算機科學與技術系獲得博士學位。2016年10月至2017年4月，她曾訪問滑鐵盧大學電氣與計算機工程系。她被選入第九屆青年精英科學家贊助計劃。她的研究興趣包括邊緣計算、衛星計算以及5G/6G核心網絡。她已發表超過30篇論文，最近的工作發表在INFOCOM、WWW、IMC、TMC、TSC、JSAC、TCC、TWC等頂尖會議/期刊上。她是IEEE ICWS'23和IEEE EDGE'21最佳論文獎的獲得者。她曾擔任IEEE Satellite'22的TPC主席，IEEE ICWS'23的PC成員，以及IEEE TMC/TCC/TWC、GLOBECOM的審稿人。
孟偉·徐是北京郵電大學（BUPT）計算機科學系的助理教授及博士生導師。他的博士和學士學位均來自北京大學。他於2018年11月至2019年11月期間擔任普渡大學的訪問學者。他於2020年12月至2021年3月參加了微軟亞洲研究院（MSRA）的「星際訪問教授計劃」。他於2021年獲得ACM SIGMobile中國的優秀博士論文獎。他的研究興趣位於邊緣系統與機器學習的交集，最近專注於在資源受限的邊緣設備上實現最先進的深度學習技術。他的工作已發表在ACM MobiCom、MobiSys、UbiComp、USENIX ATC和WWW等頂尖計算機科學會議上。
青李於2022年在北京郵電大學的網絡與交換技術國家重點實驗室獲得博士學位，並於2017年在西安電子科技大學的電信工程學院獲得碩士學位。她目前是北京大學計算機科學學院的博士後研究員。她的研究興趣包括移動邊緣計算和衛星邊緣計算中的資源調度與優化。
元哲·李是清華大學人工智慧產業研究院（AIR）的博士後研究員。他於2022年在北京郵電大學（BUPT）的網絡與交換技術國家重點實驗室獲得博士學位。他的工作在CollaborateCom 2022中獲得最佳論文獎。他的研究興趣包括5G/6G、移動邊緣計算、雲計算和服務計算。
奧·周是北京郵電大學（BUPT）網絡與交換技術國家重點實驗室的副教授。她的研究興趣包括服務計算、雲計算和移動邊緣計算。她已發表超過50篇論文，並於2021年獲得IEEE SCC最佳論文獎。她最近的工作可在IEEE TSC、IEEE TMC、IEEE TCC、IEEE TETC等頂尖期刊以及WWW、INFOCOM、ICWS等頂尖會議上找到。她曾擔任IEEE DATACOM 2021、IEEE SAGC 2020、CBPM 2020和CollaborateCom 2016的TPC主席。她獲得了IEEE雲計算技術委員會的崛起之星獎和中國吳文俊人工智慧科技獎的一等獎。
尚廣·王是北京郵電大學計算機科學與工程學院的教授。他的研究興趣包括服務計算、移動邊緣計算和衛星計算。他是天算星座的創始人，並設計了BUPT-1衛星。他目前擔任IEEE服務計算技術委員會的主席，並曾擔任10多個IEEE會議的總主席或程序主席。他是IET的會士和IEEE的資深會員。
