Approaches to research:
- You and your research, by Richard Hamming — a timeless guide on how to do not just research, but great research.
- How to have a bad career in research
- How to read a research paper
- How NOT to review a paper
Edge computing – general:
- Return to the Edge and the End of Cloud Computing, Peter Levine, Andreessen Horowitz, Dec. 2016
- Fog and IoT: An Overview of Research Opportunities, Mung Chiang and Tao Zhang, IEEE Internet of Things Journal, Dec. 2016
- The Era of the Cloud’s Total Dominance is Drawing to a Close, Economist, Jan. 2018
Edge computing platforms:
- AWS Greengrass
- EdgeX Foundry – Linux Foundation vendor-neutral open source project building a common framework for IoT edge computing
- Azure IoT Edge
Edge helping mobile devices:
- MAUI: Making Smartphones Last Longer with Code Offload, Cuervo et al, ACM MobiSys, 2010
- The Case for VM-based Cloudlets in Mobile Computing, Pervasive Computing, 2009
- COSMOS: Computational Offloading As a Service for Mobile Devices, ACM MobiHoc, 2014
- The Case for Offload Shaping, ACM HotMobile, 2015
Edge and evolution of the cloud:
- Where did Cloud Computing Come From, Anyway? Time Magazine, 2015
Edge-adapted ML training and inference:
- Federated Learning: Collaborative Machine Learning without Centralized Training Data, Google AI Blog, Apr. 2017
- Distributed Deep Neural Networks over the Cloud, the Edge and End Devices, Teerapittayanon et al, IEEE ICDCS 2017.
- Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge, Kang et al, ACM ASPLOS’17.
Edge applications:
- Real-Time Video Analytics: The Killer App for Edge Computing, Ananthanarayanan et al, IEEE Computer, 2017
Edge events: