Davide Callegaro

About Davide Callegaro

Davide Callegaro, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Autonomous Systems, Distributed systems, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Intrusion detection framework for invasive fpv drones using video streaming characteristics

Smartdet: Context-aware dynamic control of edge task offloading for mobile object detection

Bottlefit: Learning compressed representations in deep neural networks for effective and efficient split computing

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

Cloud-backed mobile cognition: Power-efficient deep learning in the autonomous vehicle era

SeReMAS: Self-resilient mobile autonomous systems through predictive edge computing

Optimal edge computing for infrastructure-assisted UAV systems

Resilient Computation Offloading for Real-Time Mobile Autonomous Systems

Davide Callegaro Information

University

Position

___

Citations(all)

260

Citations(since 2020)

260

Cited By

40

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Davide Callegaro Skills & Research Interests

Autonomous Systems

Distributed systems

Reinforcement Learning

Top articles of Davide Callegaro

Intrusion detection framework for invasive fpv drones using video streaming characteristics

ACM Transactions on Cyber-Physical Systems

2023/4/19

Smartdet: Context-aware dynamic control of edge task offloading for mobile object detection

2022/6/14

Bottlefit: Learning compressed representations in deep neural networks for effective and efficient split computing

2022/6/14

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

2022/5/30

Cloud-backed mobile cognition: Power-efficient deep learning in the autonomous vehicle era

Computing

2022/3/1

Davide Callegaro
Davide Callegaro

H-Index: 3

Marco Levorato
Marco Levorato

H-Index: 17

SeReMAS: Self-resilient mobile autonomous systems through predictive edge computing

2021/7/6

Optimal edge computing for infrastructure-assisted UAV systems

IEEE Transactions on Vehicular Technology

2021/1/13

Davide Callegaro
Davide Callegaro

H-Index: 3

Marco Levorato
Marco Levorato

H-Index: 17

Resilient Computation Offloading for Real-Time Mobile Autonomous Systems

2021

Davide Callegaro
Davide Callegaro

H-Index: 3

Optimal task allocation for time-varying edge computing systems with split DNNs

2020/12/7

Head network distillation: Splitting distilled deep neural networks for resource-constrained edge computing systems

IEEE Access

2020/11/20

Dynamic distributed computing for infrastructure-assisted autonomous UAVs

2020/6/7

See List of Professors in Davide Callegaro University(University of California, Irvine)

Co-Authors

academic-engine