Pulkit Rathi

Title: Pulkit Rathi and Distributed Fault Detection

Introduction

Pulkit Rathi is an inventor based in Bhopal, India. His patent work includes a distributed fault-detection approach that uses neural networks to identify faults in physical environments.

Latest Patents

Rathi is associated with 1 patent, titled “Distributed fault detection.” The invention describes a first computing node that receives sensor data and analyzes it using a restricted Boltzmann machine (RBM) neural network. The network is trained without fault-condition identifications, enabling it to detect conditions not explicitly labeled in its training data. The node updates its model using the sensor data and sends a patch representing the updated model to a central server. The server aggregates that patch with a patch from a second computing node and returns information about a further updated RBM neural network.

Career Highlights

Rathi is associated with Dell Products Inc. His patent describes a distributed approach to updating fault-detection models across computing nodes and a central server.

Collaborations

Rathi’s listed coworker is Daniel Barrett. The patent also describes coordination between a first and a second computing node through patches aggregated by a central server.

Conclusion

Pulkit Rathi’s “Distributed fault detection” patent focuses on collaborative, adaptive fault detection using sensor data and updated RBM neural networks.