Differentially Private Dual Gradient Tracking for Distributed Resource
Allocation
Differentially Private Dual Gradient Tracking for Distributed Resource
Allocation
This paper investigates privacy issues in distributed resource allocation over directed networks, where each agent holds a private cost function and optimizes its decision subject to a global coupling constraint through local interaction with other agents. Conventional methods for resource allocation over directed networks require all agents to transmit their …