Multi-access edge computing promises satisfactory user experience by offloading tasks to
the MEC server deployed at the network edge. However, since the MEC server is often …

Integration of distributed energy resources (DERs) helps realize sustainability and reduce
carbon footprint, but may cause voltage control issues in the distribution power system. The …

Distribution systems are becoming more complex with the integration of numerous
distributed energy resources (DERs), such as distributed generators (DGs), distributed …

We address differential privacy for fully distributed optimization subject to a shared inequality
constraint. By co-designing the distributed optimization mechanism and the differential …

Existing asynchronous distributed optimization algorithms often use diminishing step-sizes
that cause slow practical convergence, or use fixed step-sizes that depend on and decrease …

We investigate a novel characteristic of the conjugate function associated to a generic
convex optimization problem which can subsequently be leveraged for efficient dual …

Peer-to-peer (P2P) trading is seen as a viable solution to handle the growing number of
distributed energy resources in distribution networks. However, when dealing with large …

With the unprecedented growth of signal processing and machine learning application
domains, there has been a tremendous expansion of interest in distributed optimization …

Various sources of uncertainty can jeopardize the performance of control algorithms when
practically implemented in power systems. This paper proposes a novel and replicable …

In this work, we consider solving a distributed optimization problem (DOP) in a multi-agent
network with multiple agent clusters. In each cluster, the agents manage separable cost …