SHINDE, SWAPNIL SADASHIV
SHINDE, SWAPNIL SADASHIV
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Multi-Time-Scale Markov Decision Process for Joint Service Placement, Network Selection, and Computation Offloading in Aerial IoV Scenarios
In corso di stampa Shinde, Swapnil Sadashiv; Tarchi, Daniele
A Time-Continuous Federated Learning Framework for Enabling Intelligent Applications Over Latency-Critical Aerial Networks
2024 Shinde, Swapnil Sadashiv; Tarchi, Daniele
Distributed Intelligent Framework for Remote Area Observation on Multilayer Non-Terrestrial Networks
2024 Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele; DeCola, Tomaso
Distributed Learning Framework for Earth Observation on Multilayer Non-Terrestrial Networks
2024 Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele
Hierarchical Reinforcement Learning for Multi-layer Multi-Service Non-Terrestrial Vehicular Edge Computing
2024 Shinde, Swapnil Sadashiv; Tarchi, Daniele
Integrated Aerial-Ground Computation Offloading for Dependency-Aware IoV Multitask Services
2024 Shinde, Swapnil Sadashiv; Tarchi, Daniele
Multi-Layer Distributed Learning for Intelligent Transportation Systems in 6G Aerial-Ground Integrated Networks
2024 Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele
Network Sliced Distributed Learning-as-a-Service for Internet of Vehicles Applications in 6G Non-Terrestrial Network Scenarios
2024 Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele
A Markov Decision Process Solution for Energy-Saving Network Selection and Computation Offloading in Vehicular Networks
2023 Shinde, Swapnil Sadashiv; Tarchi, Daniele
Analysis and Performance Evaluation of Transfer Learning Algorithms for 6G Wireless Networks
2023 Girelli Consolaro, Niccolò; Shinde, Swapnil Sadashiv; Naseh, David; Tarchi, Daniele
Collaborative Reinforcement Learning for Multi-Service Internet of Vehicles
2023 Shinde, Swapnil Sadashiv; Tarchi, Daniele
Enabling Intelligent Vehicular Networks Through Distributed Learning in the Non-Terrestrial Networks 6G Vision
2023 Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele
Implementation and Evaluation of a Federated Learning Framework on Raspberry PI Platforms for IoT 6G Applications
2023 Ridolfi, Lorenzo; Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele
In-Space Computation Offloading for Multi-Layer LEO Constellations
2023 Swapnil Sadashiv Shinde, David Naseh, Daniele Tarchi
Joint Air-Ground Distributed Federated Learning for Intelligent Transportation Systems
2023 Shinde, Swapnil Sadashiv; Tarchi, Daniele
Multi-Layer Network Sliced Distributed Learning for Satellite IoT
2023 David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi
Networked Federated Learning-based Intelligent Vehicular Traffic Management in IoV Scenarios
2023 Abdullah Abbasi, Swapnil Sadashiv Shinde, Daniele Tarchi
Internet of Vehicles and Real-Time Optimization Algorithms: Concepts for Vehicle Networking in Smart Cities
2022 Adelantado, Ferran; Ammouriova, Majsa; Herrera, Erika; Juan, Angel A.; Shinde, Swapnil Sadashiv; Tarchi, Daniele
Network Selection and Computation Offloading in Non-Terrestrial Network Edge Computing Environments for Vehicular Applications
2022 Shinde, Swapnil Sadashiv; Tarchi, Daniele
On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems
2022 Shinde, Swapnil Sadashiv; Bozorgchenani, Arash; Tarchi, Daniele; Ni, Qiang