Diman Zad Tootaghaj

Title: Innovations of Diman Zad Tootaghaj

Introduction

Diman Zad Tootaghaj is a prominent inventor based in Palo Alto, California. He has made significant contributions to the field of technology, particularly in the areas of deep learning and graphics processing. With a total of 15 patents to his name, Tootaghaj has demonstrated a strong commitment to innovation and advancement in his field.

Latest Patents

One of his latest patents is titled "Context-aware and stateless deep learning autotuning framework." This invention provides systems and methods for improving autotuning procedures using stateless processing with a remote key-value store. The system implements a task launcher, a scheduler, and an agent to launch, schedule, and execute decomposed autotuning stages. The scheduling policy goes beyond simple FIFO-based scheduling, reducing queuing delays and improving resource utilization by leveraging autotuning specific domain knowledge.

Another notable patent focuses on "Scheduling jobs on graphical processing units." This invention relates to the scheduling of jobs for multiple graphics processing units (GPUs) that provide concurrent processing through virtual GPUs. The computing system receives requests to schedule new jobs, allocating them to one or more virtual GPUs while minimizing operational and migration costs. This innovation ensures efficient processing of both new and existing jobs on the GPUs.

Career Highlights

Diman Zad Tootaghaj is currently employed at Hewlett Packard Enterprise Development LP, where he continues to push the boundaries of technology through his innovative work. His expertise in deep learning and GPU scheduling has positioned him as a key player in the tech industry.

Collaborations

He collaborates with talented individuals such as Puneet Sharma and Faraz Ahmed, contributing to a dynamic work environment that fosters creativity and innovation.

Conclusion

Diman Zad Tootaghaj's contributions to technology through his patents and work at Hewlett Packard Enterprise Development LP highlight his role as a leading inventor in the field. His innovative solutions in deep learning and GPU scheduling are paving the way for future advancements in technology.