Davide Callegaro

According to our database, Davide Callegaro authored at least 19 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Intrusion Detection Framework for Invasive FPV Drones Using Video Streaming Characteristics.

Anas Alsoliman, Giulio Rigoni, Davide Callegaro, Marco Levorato, Cristina M. Pinotti, Mauro Conti

ACM Trans. Cyber Phys. Syst., April, 2023

2022

The use of Synthetic Data to solve the scalability and data availability problems in Smart City Digital Twins.

Esteve Almirall, Davide Callegaro, Peter Bruins, Mar Santamaria, Pablo Martínez, Ulises Cortés

CoRR, 2022

Cloud-backed mobile cognition.

Augusto Vega, Alper Buyuktosunoglu, Davide Callegaro, Marco Levorato, Pradip Bose

Computing, 2022

BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing.

Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection.

Davide Callegaro, Marco Levorato, Francesco Restuccia

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

3D Object Detection for Aerial Platforms via Edge Computing: An Experimental Evaluation.

Alexander Lianides, Isaac Chan, Mohamed Ismail, Ian Harshbarger, Marco Levorato, Davide Callegaro, Sharon L. G. Contreras

Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

Deep Air - A Smart City AI Synthetic Data Digital Twin Solving the Scalability Data Problems.

Esteve Almirall, Davide Callegaro, Peter Bruins, Mar Santamaria, Pablo Martínez, Ulises Cortés

Proceedings of the Artificial Intelligence Research and Development, 2022

2021

Resilient Computation Offloading for Real-Time Mobile Autonomous Systems.

Davide Callegaro

PhD thesis, 2021

Optimal Edge Computing for Infrastructure-Assisted UAV Systems.

Davide Callegaro, Marco Levorato

IEEE Trans. Veh. Technol., 2021

SeReMAS: Self-Resilient Mobile AutonomousSystems Through Predictive Edge Computing.

Davide Callegaro, Marco Levorato, Francesco Restuccia

CoRR, 2021

SeReMAS: Self-Resilient Mobile Autonomous Systems Through Predictive Edge Computing.

Davide Callegaro, Marco Levorato, Francesco Restuccia

Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

2020

Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.

Yoshitomo Matsubara, Davide Callegaro, Sabur Baidya, Marco Levorato, Sameer Singh

IEEE Access, 2020

Dynamic Distributed Computing for Infrastructure-Assisted Autonomous UAVs.

Davide Callegaro, Sabur Baidya, Marco Levorato

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Optimal Task Allocation for Time-Varying Edge Computing Systems with Split DNNs.

Davide Callegaro, Yoshitomo Matsubara, Marco Levorato

Proceedings of the IEEE Global Communications Conference, 2020

2019

A Measurement Study on Edge Computing for Autonomous UAVs.

Davide Callegaro, Sabur Baidya, Marco Levorato

Proceedings of the ACM SIGCOMM 2019 Workshop on Mobile AirGround Edge Computing, 2019

Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems.

Yoshitomo Matsubara, Sabur Baidya, Davide Callegaro, Marco Levorato, Sameer Singh

Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

Information Autonomy: Self-Adaptive Information Management for Edge-Assisted Autonomous UAV Systems.

Davide Callegaro, Sabur Baidya, Gowri Sankar Ramachandran, Bhaskar Krishnamachari, Marco Levorato

Proceedings of the 2019 IEEE Military Communications Conference, 2019

2018

Optimal Computation Offloading in Edge-Assisted UAV Systems.

Davide Callegaro, Marco Levorato

Proceedings of the IEEE Global Communications Conference, 2018

2017

Intelligent data filtering in constrained IoT systems.

Igor Burago, Davide Callegaro, Marco Levorato, Sameer Singh

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017