11 citations · 24 across the 24 of their papers we have counts for
9 papers · 1 filter
Optimal Workload Allocation for Distributed Edge Clouds With Renewable Energy and Battery Storage
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu +1
This paper studies an optimal workload allocation problem for a network of renewable energy-powered edge clouds that serve users located across various geographical areas. Specific…
Nash equilibrium seeking over digraphs with row-stochastic matrices and network-independent step-sizes
Duong Thuy Anh Nguyen, Mattia Bianchi, Florian Dörfler +2
In this paper, we address the challenge of Nash equilibrium (NE) seeking in non-cooperative convex games with partial-decision information. We propose a distributed algorithm, wher…
Quantum-based Distributed Algorithms for Edge Node Placement and Workload Allocation
Duong The Do, Ni Trieu, Duong Tung Nguyen
Edge computing is a promising technology that offers a superior user experience and enables various innovative Internet of Things applications. In this paper, we present a mixed-in…
Distributed Stochastic Optimization with Gradient Tracking over Time-Varying Directed Networks
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedich
We study a distributed method called SAB-TV, which employs gradient tracking to collaboratively minimize the sum of smooth and strongly-convex local cost functions for networked ag…
CrowdCache: A Decentralized Game-Theoretic Framework for Mobile Edge Content Sharing
Duong Thuy Anh Nguyen, Jiaming Cheng, Duong Tung Nguyen +1
Mobile edge computing (MEC) is a promising solution for enhancing the user experience, minimizing content delivery expenses, and reducing backhaul traffic. In this paper, we propos…
Geometric Convergence of Distributed Heavy-Ball Nash Equilibrium Algorithm over Time-Varying Digraphs with Unconstrained Actions
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedich
This paper presents a new distributed algorithm that leverages heavy-ball momentum and a consensus-based gradient method to find a Nash equilibrium (NE) in a class of non-cooperati…
A Bandit Approach to Online Pricing for Heterogeneous Edge Resource Allocation
Jiaming Cheng, Duong Thuy Anh Nguyen, Lele Wang +2
Edge Computing (EC) offers a superior user experience by positioning cloud resources in close proximity to end users. The challenge of allocating edge resources efficiently while m…
A Fairness-Aware Attacker-Defender Model for Optimal Edge Network Operation and Protection
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu +1
While various aspects of edge computing (EC) have been studied extensively, the current literature has overlooked the robust edge network operations and planning problem. To this e…
Accelerated /Push-Pull Methods for Distributed Optimization over Time-Varying Directed Networks
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedich
This paper investigates a novel approach for solving the distributed optimization problem in which multiple agents collaborate to find the global decision that minimizes the sum of…