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Davide Callegaro
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Distilled split deep neural networks for edge-assisted real-time systems
Y Matsubara, S Baidya, D Callegaro, M Levorato, S Singh
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and …, 2019
742019
Head network distillation: Splitting distilled deep neural networks for resource-constrained edge computing systems
Y Matsubara, D Callegaro, S Baidya, M Levorato, S Singh
IEEE Access 8, 212177-212193, 2020
542020
Optimal computation offloading in edge-assisted UAV systems
D Callegaro, M Levorato
2018 IEEE Global Communications Conference (GLOBECOM), 1-6, 2018
342018
Optimal edge computing for infrastructure-assisted UAV systems
D Callegaro, M Levorato
IEEE Transactions on Vehicular Technology 70 (2), 1782-1792, 2021
302021
Bottlefit: Learning compressed representations in deep neural networks for effective and efficient split computing
Y Matsubara, D Callegaro, S Singh, M Levorato, F Restuccia
2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and …, 2022
262022
A measurement study on edge computing for autonomous UAVs
D Callegaro, S Baidya, M Levorato
Proceedings of the ACM SIGCOMM 2019 Workshop on Mobile AirGround Edge …, 2019
172019
Dynamic distributed computing for infrastructure-assisted autonomous UAVs
D Callegaro, S Baidya, M Levorato
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
112020
SeReMAS: Self-resilient mobile autonomous systems through predictive edge computing
D Callegaro, M Levorato, F Restuccia
2021 18th Annual IEEE International Conference on Sensing, Communication …, 2021
102021
Optimal task allocation for time-varying edge computing systems with split DNNs
D Callegaro, Y Matsubara, M Levorato
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
52020
Intrusion detection framework for invasive fpv drones using video streaming characteristics
A Alsoliman, G Rigoni, D Callegaro, M Levorato, CM Pinotti, M Conti
ACM Transactions on Cyber-Physical Systems 7 (2), 1-29, 2023
32023
Information autonomy: Self-adaptive information management for edge-assisted autonomous UAV systems
D Callegaro, S Baidya, GS Ramachandran, B Krishnamachari, ...
MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM), 40-45, 2019
32019
Smartdet: Context-aware dynamic control of edge task offloading for mobile object detection
D Callegaro, M Levorato, F Restuccia
2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and …, 2022
22022
Cloud-backed mobile cognition: Power-efficient deep learning in the autonomous vehicle era
A Vega, A Buyuktosunoglu, D Callegaro, M Levorato, P Bose
Computing, 1-19, 2022
22022
Dynamic Mesh Network for Telemetry Propagation and Communications in Coordinated Drone Swarms
E Cai, D Furukawa, D Leighton, G Velazquez, H Zhang, M Levorato
22019
3D Object Detection for Aerial Platforms via Edge Computing: An Experimental Evaluation
A Lianides, I Chan, M Ismail, I Harshbarger, M Levorato, D Callegaro, ...
2022 18th International Conference on Distributed Computing in Sensor …, 2022
12022
Resilient Computation Offloading for Real-Time Mobile Autonomous Systems
D Callegaro
University of California, Irvine, 2021
2021
Intelligent data filtering in constrained IoT systems
I Burago, D Callegaro, M Levorato, S Singh
2017 51st Asilomar Conference on Signals, Systems, and Computers, 928-935, 2017
2017
2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS)| 978-1-6654-9512-7/22/$31.00© 2022 IEEE| DOI: 10.1109/DCOSS54816. 2022.00080
A Abedi, X Aggelides, AUH Ahmar, M Ahmed, D Albani, UV Albrecht, ...
2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)| 978-1-6654-0876-9/22/$31.00© 2022 IEEE| DOI: 10.1109/WoWMoM54355. 2022.00097
R Abozariba, M Ait Mesbah, M Ajmone Marsan, W Akbar, MM Alammar, ...
Recommendation System e loro applicazioni
D Callegaro
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Articles 1–20