Masoud Hemmatpour

I am Masoud Hemmatpour, a computer science researcher and engineer specializing in system research and high-performance computing (HPC) interconnects. My recent work focuses on integrating AI into various hardware platforms, including programmable network devices and tiny devices. I leverage emerging hardware technologies in my research to optimize memory access, enhance performance, and improve energy efficiency.

Efficient Machine Learning Models for In-Network Traffic Classification

One use case of SmartNICs includes the offloading of machine learning models to perform inference on incoming network traffic for in-network traffic analysi...

Discover the COM4AI Community

Communication systems play a critical role in connecting the distributed components of AI, enabling them to work together seamlessly. At the same time, AI e...

Automating TinyML Pipeline

Deploying machine learning on resource constrained devices such as microcontrollers, especially in remote environments presents significant challenges. We e...

Architecting in-network memory access

With ever-increasing amounts of data flooding our networks, we have seen a rise in the need for technology and infrastructure that would allow us faster and...

GridWatch

Traditional power grids generally carry power from a few central generators to a large number of users or customers. A Smart Grid represents a transformativ...