Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation.
Berivan IsikWei-Ning ChenAyfer ÖzgürTsachy WeissmanAlbert NoPublished in: CoRR (2023)
Keyphrases
- communication overhead
- communication cost
- spatially distributed
- differential privacy
- computer networks
- privacy preserving
- open systems
- distributed control
- distributed systems
- fully distributed
- distributed computation
- multi party
- personal information
- privacy requirements
- communication networks
- cooperative
- private information
- utility function
- information dissemination
- group communication
- lightweight
- distributed environment
- distributed network
- data anonymization
- privacy concerns
- optimal solution
- privacy protection
- personal data
- exact solution
- distributed data
- remote sites
- global knowledge
- estimation algorithm
- fault tolerant
- peer to peer
- interprocess communication