CSE 710 Seminar – Spring 2019

Hot Topics in Edge/Fog Computing

Reading List

 

Introduction to Edge/Fog Computing:

1. Edge Computing: Vision and Challenges

2. Fog Computing: A Platform for Internet of Things and Analytics

 

Applications of Edge/Fog Computing:

3. Towards Efficient Edge Cloud Augmentation for Virtual Reality MMOGs

4. MUVR: Supporting Multi-User Mobile Virtual Reality with Resource Constrained Edge Cloud

5. Real-time Traffic Estimation at Vehicular Edge Nodes

6. A Vehicle-based Edge Computing Platform for Transit and Human Mobility Analytics

7. SafeShareRide: Edge-based Attack Detection in Ridesharing Services

8. ParkMaster: An In–vehicle, Edge–based Video Analytics Service for Detecting Open Parking Spaces

9. EdgeCourier: An Edge-hosted Personal Service for Low-bandwidth Document Synchronization in Mobile Cloud Storage

10. Edge-based Discovery of Training Data for Machine Learning

11. LAVEA: Latency-aware Video Analytics on Edge Computing Platform

12. Low-cost Video Transcoding at the Wireless Edge

 

Technologies of Edge/Fog Computing:

13. Cloud4Home — Enhancing Data Services with @Home Clouds

14. FemtoClouds: Leveraging Mobile Devices to Provide Cloud Service at the Edge

15. SOUL: An Edge-cloud System for Mobile Applications in a Sensor-rich World

16. Fast, Scalable and Secure Onloading of Edge Functions Using AirBox

17. Paradrop: Enabling Lightweight Multi-tenancy at the Network’s Extreme Edge

18. CloudPath: A Multi-Tier Cloud Computing Framework

19. You Can Teach Elephants to Dance: Agile VM Handoff for Edge Computing

20. IONN: Incremental Offloading of Neural Network Computations from Mobile Devices to Edge Servers

21. FocusStack: Orchestrating Edge Clouds Using Location-Based Focus of Attention

22. Fast Transparent Virtual Machine Migration in Distributed Edge Clouds

23. From Cell Towers to Smart Street Lamps: Placing Cloudlets on Existing Urban Infrastructures

24. Portable Energy-Aware Cluster-Based Edge Computers

 

Comparative Studies of Edge Computing Systems:

25. An Empirical Study of Latency in an Emerging Class of Edge Computing Applications for Wearable Cognitive Assistance

26. Scalability and Performance Evaluation of Edge Cloud Systems for Latency Constrained Applications