Swapnil Sadashiv Shinde

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Traffic Management

Reinforcement Learning

Intelligent Transportation Systems

Distributed Learning

Top Venues

IEEE Trans. Veh. Technol.

Circuits Syst. Signal Process.

Publications

David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi
Multi-Layer Distributed Learning for Intelligent Transportation Systems in 6G Aerial-Ground Integrated Networks. EuCNC/6G Summit (2024)
Swapnil Sadashiv Shinde, Daniele Tarchi
A Time-Continuous Federated Learning Framework for Enabling Intelligent Applications Over Latency-Critical Aerial Networks. WCNC (2024)
David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi, Tomaso de Cola
Distributed Intelligent Framework for Remote Area Observation on Multilayer Non-Terrestrial Networks. MeditCom (2024)
Swapnil Sadashiv Shinde, Daniele Tarchi
Integrated Aerial-Ground Computation Offloading for Dependency-Aware IoV Multitask Services. MeditCom (2024)
David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi
Network Sliced Distributed Learning-as-a-Service for Internet of Vehicles Applications in 6G Non-Terrestrial Network Scenarios. J. Sens. Actuator Networks 13 (1) (2024)
Swapnil Sadashiv Shinde, Daniele Tarchi
A Markov Decision Process Solution for Energy-Saving Network Selection and Computation Offloading in Vehicular Networks. IEEE Trans. Veh. Technol. 72 (9) (2023)
Abdullah Abbasi, Swapnil Sadashiv Shinde, Daniele Tarchi
Networked Federated Learning-based Intelligent Vehicular Traffic Management in IoV Scenarios. GLOBECOM (2023)
Lorenzo Ridolfi, David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi
Implementation and Evaluation of a Federated Learning Framework on Raspberry PI Platforms for IoT 6G Applications. Future Internet 15 (11) (2023)
Swapnil Sadashiv Shinde, Daniele Tarchi
Collaborative Reinforcement Learning for Multi-Service Internet of Vehicles. IEEE Internet Things J. 10 (3) (2023)
David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi
Enabling Intelligent Vehicular Networks Through Distributed Learning in the Non-Terrestrial Networks 6G Vision. CoRR (2023)
Swapnil Sadashiv Shinde, Daniele Tarchi
Joint Air-Ground Distributed Federated Learning for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Eugenio Muscinelli, Swapnil Sadashiv Shinde, Daniele Tarchi
Overview of Distributed Machine Learning Techniques for 6G Networks. Algorithms 15 (6) (2022)
Swapnil Sadashiv Shinde, Daniele Tarchi
Network Selection and Computation Offloading in Non-Terrestrial Network Edge Computing Environments for Vehicular Applications. ASMS/SPSC (2022)
Swapnil Sadashiv Shinde, Arash Bozorgchenani, Daniele Tarchi, Qiang Ni
On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems. IEEE Trans. Veh. Technol. 71 (2) (2022)
Swapnil Sadashiv Shinde, Dania Marabissi, Daniele Tarchi
A network operator-biased approach for multi-service network function placement in a 5G network slicing architecture. Comput. Networks 201 (2021)
Priyanka Kokil, Swapnil Sadashiv Shinde
A Note on the Induced \({\varvec{l}}_\infty \) Stability of Fixed-Point Digital Filters Without Overflow Oscillations and Instability Due to Finite Wordlength Effects. Circuits Syst. Signal Process. 36 (3) (2017)
Priyanka Kokil, Swapnil Sadashiv Shinde
Asymptotic Stability of Fixed-Point State-Space Digital Filters with Saturation Arithmetic and External Disturbance: An IOSS Approach. Circuits Syst. Signal Process. 34 (12) (2015)