A two-stage stochastic optimization approach using Sample Average Approximation for adaptive reinstantiation of RAN functions in disaggregated mobile networks to maintain service under cascading failures and uncertainty.
Resilience and criticality: Brothers in arms for 6G
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The paper introduces gradient augmentation of the rate function to measure adaptability and shows via numerical results that RIS integration improves wireless resilience under adverse conditions.
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Resilience under Uncertainty: Securing 6G through Stochastic Reinstantiation of RAN Functions
A two-stage stochastic optimization approach using Sample Average Approximation for adaptive reinstantiation of RAN functions in disaggregated mobile networks to maintain service under cascading failures and uncertainty.
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Accelerated Recovery with RIS: Designing Wireless Resilience in Mission-Critical Environments
The paper introduces gradient augmentation of the rate function to measure adaptability and shows via numerical results that RIS integration improves wireless resilience under adverse conditions.