Gopal Sarma Pingali

Title: Gopal Sarma Pingali: Inventor in Federated Learning and Digital Twins

Introduction

Gopal Sarma Pingali is an inventor based in Bengaluru, India. His work includes inventions related to federated learning, digital twins, and distributed computing. He is associated with Accenture Global Solutions Limited and holds 2 patents.

Latest Patents

1. Sustainable and Self-Adaptive Federated Digital Twin Framework. This invention describes a framework in which a global digital twin assigns a communication mode and tasks to a local digital twin. The global model can be updated using task assignments and model updates received from the local digital twin.

2. System and Method for Training Federated Learning Model. This invention describes training a global federated learning model using remote computing resources controlled by a client. When a spare computing instance has sufficient capacity, the client can offload part of the training workload to it, using a training dataset maintained by the client.

Career Highlights

Pingali’s patent work addresses ways to coordinate distributed devices and computing resources. His inventions explore how digital twins can exchange tasks and model updates, and how federated learning workloads can be distributed to available computing capacity.

Collaborations

Pingali is associated with Accenture Global Solutions Limited. His listed coworkers include Kapil Singi and Vikrant Shyamkant Kaulgud.

Conclusion

Gopal Sarma Pingali’s patents focus on federated learning and digital twin systems, with an emphasis on coordinating distributed models, devices, and computing resources.