MUMBAI, India, Feb. 13 -- Intellectual Property India has published a patent application (202641008205 A) filed by Dr K. Santhi; Mr. B. Manikandan; Dr. K. Sethu Raman; Dr. A. Ashok; Dr. A. Sobanappriya; and Dr. S. Pazhani Bala Murugan, Chennai, Tamil Nadu, on Jan. 28, for 'a system and method for service rate optimization in multi-server queueing systems.'

Inventor(s) include Dr K. Santhi; Mr. B. Manikandan; Dr. K. Sethu Raman; Dr. A. Ashok; Dr. A. Sobanappriya; and Dr. S. Pazhani Bala Murugan.

The application for the patent was published on Feb. 13, under issue no. 07/2026.

According to the abstract released by the Intellectual Property India: "A System and Method for Service Rate Optimization in Multi-Server Queueing Systems The present disclosure relates to a system and method optimizing service rates in multi-server queueing systems that dynamically adjusts the service rates of multiple servers functioning under non-stationary and stochastic workload conditions. The system keeps an eye on real-time queue and server performance data and uses them to calculate a queue-state entropy index that shows when workload changes and congestion are likely to happen. Digital twin health models that are specific to each server are made to describe service capacity, fatigue, degradation, and energy use. These models are then used to set adaptive service rate bounds. We use a Lyapunov-constrained adaptive learning mechanism to make sure that the queue stays stable, and then we use a homeostatic feedback control mechanism to keep the service rates from going up and down. Before deployment, policy-aware constraints like service-level goals and energy budgets are put in place. The disclosed system and method offer a definitive and technical resolution for attaining stable, efficient, and health-conscious service rate control, leading to diminished queue variance, enhanced resource utilization, and consistent performance in multi-server settings."

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