Everything about Edge computing

🧭 Start here: a 6-step reading path

1. Read the overview: Edge computingA 5-minute orientation
2. Skim a recent paper: Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless SensingInfluential work since 2022
3. Pick up a classic book: Numerical simulation of the flow about the F-18 HARV at high angle of attackThe most-reprinted book on the subject
4. Read the landmark paper: A Computational Approach to Edge DetectionCited 23,910 times
5. Go sideways: Fog computingA closely related topic
6. Go sideways: CloudletA closely related topic

🏆 Landmark papers (most cited)

• A Computational Approach to Edge Detection

  John Canny · 1986 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 23,910 citations

• Edge Computing: Vision and Challenges

  Weisong Shi, Jie Cao, Quan Zhang · 2016 · IEEE Internet of Things Journal · 8,179 citations

• A Survey on Mobile Edge Computing: The Communication Perspective

  Yuyi Mao, Changsheng You, Jun Zhang · 2017 · IEEE Communications Surveys & Tutorials · 5,345 citations

• Mobile Edge Computing: A Survey on Architecture and Computation Offloading

  Pavel Mach, Zdenek Becvar · 2017 · IEEE Communications Surveys & Tutorials · 3,102 citations

• The Emergence of Edge Computing

  Mahadev Satyanarayanan · 2017 · Computer · 2,651 citations

• Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing

  Xu Chen, Lei Jiao, Wenzhong Li · 2016 · IEEE/ACM Transactions on Networking · 2,514 citations

• Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

  Zhi Zhou, Xu Chen, En Li · 2019 · Proceedings of the IEEE · 2,374 citations

🆕 Influential since 2022

• Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing

  Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng · 2023 · IEEE Journal of Selected Topics in Signal Processing · 674 citations

• Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Systems

  Ming Tang, Vincent W.S. Wong · 2022 · IEEE Transactions on Mobile Computing · 584 citations

• Edge Computing with Artificial Intelligence: A Machine Learning Perspective

  Haochen Hua, Yutong Li, Tonghe Wang · 2023 · ACM Computing Surveys · 580 citations

• Multi-Agent Deep Reinforcement Learning for Task Offloading in UAV-Assisted Mobile Edge Computing

  Nan Zhao, Zhiyang Ye, Yiyang Pei · 2022 · IEEE Transactions on Wireless Communications · 486 citations

• A Survey on the Convergence of Edge Computing and AI for UAVs: Opportunities and Challenges

  Patrick McEnroe, Shen Wang, Madhusanka Liyanage · 2022 · IEEE Internet of Things Journal · 476 citations

📚 Books worth reading

• 📕Numerical simulation of the flow about the F-18 HARV at high angle of attackScott M. Murman · 1994
• Edge ComputingK. Anitha Kumari, G. Sudha Sadasivam · 2021
• Adobe Edge Animate CC For DummiesMichael Rohde · 2013
• 📕Adobe Edge Preview 3Chris Grover · 2011
• IoT Edge Computing with MicroK8sKarthikeyan Shanmugam · 2022
• Edge Computing Systems with KubernetesSergio Méndez · 2022
• 📕Improving CPA-TSD steady pressure solutions through airfoil slope modification · 1996
• 📕Adobe Edge QuickStart GuideJoseph Labrecque · 2012

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

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