Part 5: Wireless Distributed Computing and Frontiers
Chapter 18: Open Problems and Frontiers
Advanced~200 min
Learning Objectives
- Survey the open problems at the intersection of coded computing, secure aggregation, PIR, and wireless FL
- Recognize the role of non-linear computation as the frontier of coded-computing theory
- Identify the joint privacy-robustness-DP Pareto frontier and the current-best known bounds
- Map decentralized FL and integration with modern ML (transformers, MoE) as active research directions
- Position the book within the evolving wireless-distributed-computing research program
Sections
💬 Discussion
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