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2023

4.

Farcas, Allen-Jasmin; Marculescu, Radu

Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity Conference

International Conference on Internet-of-Things Design and Implementation (IoTDI), 2023.

Links | BibTeX | Tags: Edge AI, Federated Learning, Internet of Things, Mobility

3.

Farcas, Allen-Jasmin; Lee, Myungjin; Kompella, Ramana Rao; Latapie, Hugo; de Veciana, Gustavo; Marculescu, Radu

MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning Conference

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023.

Links | BibTeX | Tags: Edge AI, Federated Learning, Internet of Things, Mobility

2022

2.

Hurtado, Sofia; Marculescu, Radu; Drake, Justin

Quarantine in Motion: a Graph Learning Framework to Reduce Disease Transmission without Lockdown Proceedings Article

In: Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2022), 2022.

Links | BibTeX | Tags: Epidemics, Mobility, Networks

2021

1.

Hurtado, Sofia; Marculescu, Radu; Drake, Justin; Srinivasan, Ravi

Pruning Digital Contact Networks for Meso-scale Epidemics Surveillance Using Foursquare Data Proceedings Article

In: ACM/IEEE Intl. Conf. on Advances in Social Network Analysis and Mining (ASONAM), 2021.

Links | BibTeX | Tags: Epidemics, GPS, Mobility, Networks