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09/19/2023
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks
Cellular traffic prediction is a crucial activity for optimizing network...
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01/25/2023
Tutorial on the Executable ASM Specification of the AB Protocol and Comparison with TLA^+
The main aim of this report is to provide an introductory tutorial on th...
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09/15/2022
How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
Federated learning (FL) is one of the most appealing alternatives to the...
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09/05/2022
To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
We consider a network of smart sensors for edge computing application th...
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05/20/2022
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning
Federated learning (FL), thanks in part to the emergence of the edge com...
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03/20/2022
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs
As wireless standards evolve, more complex functionalities are introduce...
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02/03/2022
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications
Due to the increasing interest in blockchain technology for fostering se...
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12/15/2021
Blockchain-enabled Server-less Federated Learning
Motivated by the heterogeneous nature of devices participating in large-...
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08/07/2020
Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells
To meet the growing quest for enhanced network capacity, mobile network ...
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06/11/2020
Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks
In this paper, we discuss a handover management scheme for Next Generati...
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11/11/2019
Wake-Up Radio based Access in 5G under Delay Constraints: Modeling and Optimization
Recently, the concept of wake-up radio based access has been considered ...
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10/25/2019
Classification of Mobile Services and Apps through Physical Channel Fingerprinting: a Deep Learning Approach
The automatic classification of applications and services is an invaluab...
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05/30/2018
Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells
Flexible functional split in Cloud Radio Access Network (CRAN) greatly o...
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01/23/2018
