Search Results - "Jayakumar, Sudharshan Paindi"

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  1. 1
    Towards Robust Anomaly Detection in User Equipment Parameters: A Deep Generalized Canonical Correlation Analysis approach

    Towards Robust Anomaly Detection in User Equipment Parameters: A Deep Generalized Canonical Correlation Analysis approach by Jayakumar, Sudharshan Paindi

    “…The evolution of mobile communication networks towards the era of 5G necessitates robust anomaly detection systems to ensure uninterrupted user experience and…”
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  2. 2
    Framework: Clustering-Driven Approach for Base Station Parameter Optimization and Automation (CeDA-BatOp)

    Framework: Clustering-Driven Approach for Base Station Parameter Optimization and Automation (CeDA-BatOp) by Jayakumar, Sudharshan Paindi, Conte, Alberto

    “…The growing demand for fast and reliable wireless services has led to the deployment of more base stations, which has made manual optimization of base station…”
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    CeDA-BatOp 2.0: Enhanced Framework for Base Station Parameter Optimization and Automation with Joint Optimization, Controlled Drift Analysis and Pseudo-Labeling

    CeDA-BatOp 2.0: Enhanced Framework for Base Station Parameter Optimization and Automation with Joint Optimization, Controlled Drift Analysis and Pseudo-Labeling by Jayakumar, Sudharshan Paindi, Conte, Alberto

    “…In the ever-evolving landscape of cellular networks, the pursuit of optimal network performance remains a constant endeavor. This paper introduces CeDA-BatOp…”
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