Saikiran Gunti

Title: Saikiran Gunti: Inventor in Machine-Learning-Based Resource Management

Introduction

Saikiran Gunti is an inventor based in Telangana, India. His patent work concerns applying machine learning to resource utilization and job scheduling in computing systems.

Latest Patents

Gunti is associated with 1 patent: “Machine-learning (ML)-based resource utilization prediction and management engine.” The invention describes systems and methods for optimizing resource use in a computing system. It involves compiling training data, using a machine-learning model to determine resource parameters, and evaluating potential runtimes for a requested computing job. The system selects a runtime based on an amalgam distance value and generates a job execution schedule.

Career Highlights

Gunti is associated with Bank of America Corporation. His patent highlights an application of machine learning to computing operations, with a focus on predicting resource needs and scheduling jobs efficiently.

Collaborations

Gopal Narayanan and Paparayudu Anaparti are identified as Gunti’s coworkers. The available information does not specify their roles in the patent or the invention.

Conclusion

Saikiran Gunti’s patent work centers on using machine learning to guide computing-resource management and job scheduling.