Ashutosh Singh

Title: Innovations of Ashutosh Singh

Introduction

Ashutosh Singh is a notable inventor based in Austin, TX, who has made significant contributions to the field of information technology. He holds a total of 3 patents that focus on enhancing the efficiency and reliability of data centers.

Latest Patents

One of his latest patents is titled "Reducing power consumption of a data center utilizing reinforcement learning framework." This invention involves an apparatus that utilizes a processing device to obtain parameters characterizing the operating states of IT resources and cooling systems in a data center. The device determines the overall operating state by aggregating these parameters and identifies a power consumption profile. It performs joint training of reinforcement learning agents to generate controls that reduce power consumption while maintaining performance benchmarks.

Another significant patent is "Systems and methods for predicting information handling resource failures using deep recurrent neural network with a modified gated recurrent unit having missing data imputation." This method includes receiving telemetry data and failure statistics, merging them to create training data, and implementing a gated recurrent unit to impute missing values and predict failure statuses of information handling resources.

Career Highlights

Ashutosh Singh is currently employed at Dell Products Inc., where he continues to innovate and develop solutions that address critical challenges in data management and resource efficiency.

Collaborations

He collaborates with talented individuals such as Michael David Shepherd and Benjamin Fauber, contributing to a dynamic work environment that fosters innovation.

Conclusion

Ashutosh Singh's work exemplifies the intersection of technology and innovation, particularly in the realm of data center efficiency and reliability. His patents reflect a commitment to advancing the field and addressing contemporary challenges in information technology.