Automating TinyML Pipeline
Deploying machine learning on resource constrained devices such as microcontrollers, especially in remote environments presents significant challenges. We e...
Posts by Year
2025
2024
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...
In-network Cache Shelter (INCS)
Among industries, e-commerce sees a wide range of bot attacks. E-commerce ranks fifth in the intensity of bad bot traffic and first in the volume of sophist...
In Network Computing
Traditional data networks passively transport data from one node to another and the role of computation within such networks is extremely limited. The dis...
2023
PCIe Interconnect
Peripheral Component Interconnect Express (PCIe) is a high-speed interface standard used to connect various hardware components within a computer system whi...
Multi-machine algorithm matrix completion
We are developing an efficient parallel distributed algorithm for matrix completion, based on an existing system called, NOMAD (Non-locking, stOchastic Mult...
2019
RDMA Communication
Remote Direct Memory Access (RDMA) facilitates direct memory access between nodes without CPU involvement, providing low-latency and high-throughput communi...