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Arjun Parekh

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

148

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Xapp Distillation: Ai-Based Conflict Mitigation in B5g Open Ran

Number of pages: 17 Posted: 02 Jun 2025
University of Bristol, University of Exeter, University of Bristol, University of Bristol and affiliation not provided to SSRN
Downloads 67 (899,324)

Abstract:

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Open RAN, xApp, machine learning, Reinforcement Learning, Knowledge distillation

2.

Predictive Alarm Models for Improving Radio Access Network Robustness

Number of pages: 30 Posted: 10 Apr 2024
affiliation not provided to SSRN, Newcastle University - School of Engineering, University of Cambridge, University of Cambridge, affiliation not provided to SSRN, University of Cambridge, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Cambridge
Downloads 42 (1,170,409)

Abstract:

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Alarm prognosis, Radio Access Networks, feature engineering, Machine learning, ensemble learning

3.

Inferring Network-Level RAN Alarm Influence Pathways for Cellular Infrastructure Reliability

Number of pages: 41 Posted: 21 Feb 2026 Last Revised: 23 Feb 2026
City University of Hong Kong (CityU), University of Cambridge, City University of Hong Kong (CityU), affiliation not provided to SSRN, University of Cambridge and City University of Hong Kong (CityU)
Downloads 39 (1,277,121)

Abstract:

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Alarm propagation inference, Telecommunication infrastructure intelligence, Network-level alarm influence pathways, Time-aware graph attention networks, Radio access networks, Intelligent infrastructure management