18 citations · 73 across the 32 of their papers we have counts for
3 papers · 1 filter
Evolving Inspectable O-RAN Slicing xApps with LLMs
Faezeh Dehghan Tarzjani, Bhaskar Krishnamachari
Open RAN (O-RAN) slicing xApps must adapt resource allocations to changing channel conditions and traffic demands while meeting service-level agreements (SLAs). Deep reinforcement…
Escaping Local Minima: A Finite-Time Markov Chain Analysis of Constant-Temperature Simulated Annealing
Hansini Ramachandran, Bhaskar Krishnamachari
Simulated Annealing (SA) is a widely used stochastic optimization algorithm, yet much of its theoretical understanding is limited to asymptotic convergence guarantees or general sp…
Incentivizing Private Data Sharing in Vehicular Networks: A Game-Theoretic Approach
Yousef AlSaqabi, Bhaskar Krishnamachari
In the context of evolving smart cities and autonomous transportation systems, Vehicular Ad-hoc Networks (VANETs) and the Internet of Vehicles (IoV) are growing in significance. Ve…