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Abstract
Provided herein are methods and systems for detecting, evaluating, and mitigating conflicts in an open radio access network (open RAN) including a profiler for generating an application profile for each of a plurality of applications deployable on the open RAN by simulating a behavior of each application with respect to a corresponding parameter set under a predefined plurality of operational condition sets, a conflict detection component configured to determine a predicted existence of a conflict between a requested application and one or more currently instantiated applications, a conflict evaluation component configured to determine a predicted frequency and a predicted severity of the conflict, and a conflict mitigation component configured to develop a conflict mitigation scheme and, according to the conflict mitigation scheme, at least one of block instantiation of the requested application, instantiate the requested application, or uninstantiate at least one of the currently instantiated applications.
Citation
Bonati, Leonardo, Salvatore D’Oro, Tommaso Melodia, Pietro Brach del Prever, and Michele Polese. 2025. “Methods for Detecting, Evaluating, and Mitigating Conflicts in Open RAN Systems.” US Patent US 2025/0227027 A1, published July 2025.
@misc{bonati2025jan,
author = {Bonati, Leonardo and D'Oro, Salvatore and Melodia, Tommaso and Brach del Prever, Pietro and Polese, Michele},
title = {{Methods for Detecting, Evaluating, and Mitigating Conflicts in Open RAN Systems}},
year = {2025},
month = {7},
note = {US Patent US 2025/0227027 A1},
institution = {Northeastern University},
url = {https://patentimages.storage.googleapis.com/76/ef/2f/68808c52b49586/US20250227027A1.pdf}
}