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03/15/2023
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity
In this paper, we investigate the relationship between diversity metrics...
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11/09/2022
Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search
Federated Learning (FL) is extensively used to train AI/ML models in dis...
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04/30/2021
Self-Dimensioning and Planning of Small Cell Capacity in Multitenant 5G Networks
An important concept in the fifth generation of mobile networks is multi...
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04/30/2021
Capacity Self-Planning in Small Cell Multi-Tenant 5G Networks
Multi-tenancy allows diverse agents sharing the infrastructure in the 5 ...
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01/07/2020
Sharing gNB components in RAN slicing: A perspective from 3GPP/NFV standards
To implement the next Generation NodeBs (gNBs) that are present in every...
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09/03/2019
Harmonizing 3GPP and NFV description models to provide customized RAN slices in 5G networks
The standardization of Radio Access Network (RAN) in mobile networks has...
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04/25/2018