ECE/CS 6960/5960 Fundamentals of Cloud Systems

Project Ideas:

1. Hetergeneous Coded Distributed Computing (Contact Nick Woolsey (nicholas.woolsey@utah.edu))

2. Coded Distributed Computing under General Learning Topology

3. Federated Distributed Learning (SVM/Logistic Regrassion based)

4. Implimentatio of Polynomial Codes for Straggler Mitigation

5. Straggler Mitigation via Learned Codes

6. Machine Learning using Polynomial Codes

7. Implementation of Coded Elastic Computing for distributed machine learning

8. Online Distributed Machine Learning with Stragglers

9. Deisgn and Implementation of Communication Efficient Distributed Machine Learning Algorithms