17 citations · 17 across the 2 of their papers we have counts for
3 papers
UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
Su Wang, Seyyedali Hosseinalipour, Maria Gorlatova +2
We investigate training machine learning (ML) models across a set of geo-distributed, resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms. The pr…
Characterizing Task Completion Latencies in Fog Computing
Maria Gorlatova, Hazer Inaltekin, Mung Chiang
Fog computing, which distributes computing resources to multiple locations between the Internet of Things (IoT) devices and the cloud, is attracting considerable attention from aca…
Virtualized Control over Fog: Interplay Between Reliability and Latency
Hazer Inaltekin, Maria Gorlatova, Mung Chiang
This paper introduces an analytical framework to investigate optimal design choices for the placement of virtual controllers along the cloud-to-things continuum. The main applicati…