CAORA is an O-RAN-based orchestrator combining LSTM traffic forecasts with a Soft Actor-Critic agent to dynamically share GPU instances between RAN and AI workloads, achieving about 90% combined demand fulfillment in trace-driven simulations.
Under- standing O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges
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Proactive AI-and-RAN Workload Orchestration in O-RAN Architectures for 6G Networks
CAORA is an O-RAN-based orchestrator combining LSTM traffic forecasts with a Soft Actor-Critic agent to dynamically share GPU instances between RAN and AI workloads, achieving about 90% combined demand fulfillment in trace-driven simulations.