249 citations · 1.2k across the 35 of their papers we have counts for
10 papers · 1 filter
On the Analysis of Spatially Constrained Power of Two Choice Policies
Nitish K. Panigrahy, Prithwish Basu, Don Towsley +2
We consider a class of power of two choice based assignment policies for allocating users to servers, where both users and servers are located on a two-dimensional Euclidean plane.…
Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems
Paul J. Pritz, Daniel Perez, Kin K. Leung
Distributed computing systems often consist of hundreds of nodes, executing tasks with different resource requirements. Efficient resource provisioning and task scheduling in such…
Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems
Tiffany Tuor, Shiqiang Wang, Kin K. Leung +1
Large-scale distributed computing systems often contain thousands of distributed nodes (machines). Monitoring the conditions of these nodes is important for system management purpo…
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis +4
Emerging technologies and applications including Internet of Things (IoT), social networking, and crowd-sourcing generate large amounts of data at the network edge. Machine learnin…
How Better is Distributed SDN? An Analytical Approach
Ziyao Zhang, Liang Ma, Kin K. Leung +3
Distributed software-defined networks (SDN), consisting of multiple inter-connected network domains, each managed by one SDN controller, is an emerging networking architecture that…
Live Service Migration in Mobile Edge Clouds
Andrew Machen, Shiqiang Wang, Kin K. Leung +2
Mobile edge clouds (MECs) bring the benefits of the cloud closer to the user, by installing small cloud infrastructures at the network edge. This enables a new breed of real-time a…