NSF Center for Big Learning

Creating Intelligence

Tag: Distributed Learning

M7 P2PDL: Peer-to-Peer Deep Learning using Blockchain for Effective Domain Adaptation & Privacy Preserving

June 30, 2022 in 2021-2022, Project

This project explores domain adaptation & online learning for model customization considering privacy preservation and secure communication. We propose blockchain-based peer-to-peer federated learning (P2PDL) using federated learning applications.

Cyber Security Distributed Learning Lee

M3-T Mobile Edge Point Cloud Services for Auto Driving

June 28, 2022 in 2018-2019, Project

Provide Realtime live 3D map service from mobile edge using distributed sensing and low latency point cloud aggregation and multicasting. We will use high efficiency scalable point cloud source coding. We will provide real time point cloud LiveMaps aggregated through mobile edge computing. We propose a joint source-channel coding for V2V and V2I communication.

Cyber-Physical Systems Distributed Learning Intelligent City Lee Zhu Li

NSF Center for Big Learning

Creating Intelligence

NSF Center for Big Learning

Creating Intelligence

Tag: Distributed Learning

M7 P2PDL: Peer-to-Peer Deep Learning using Blockchain for Effective Domain Adaptation & Privacy Preserving

M3-T Mobile Edge Point Cloud Services for Auto Driving

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