2 citations · 2 across the 11 of their papers we have counts for
5 papers · 1 filter
Robust Dynamic Edge Service Placement Under Spatio-Temporal Correlated Demand Uncertainty
Jiaming Cheng, Duong Thuy Anh Nguyen, Duong Tung Nguyen
Edge computing allows Service Providers (SPs) to enhance user experience by placing their services closer to the network edge. Determining the optimal provisioning of edge resource…
Two-Stage Distributionally Robust Edge Node Placement Under Endogenous Demand Uncertainty
Jiaming Cheng, Duong Thuy Anh Nguyen, Duong Tung Nguyen
Edge computing (EC) promises to deliver low-latency and ubiquitous computation to numerous devices at the network edge. This paper aims to jointly optimize edge node (EN) placement…
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…
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…
Resilient Edge Service Placement under Demand and Node Failure Uncertainties
Jiaming Cheng, Duong Tung Nguyen, Vijay K. Bhargava
Resiliency plays a critical role in designing future communication networks. How to make edge computing systems resilient against unpredictable failures and fluctuating demand is a…