Aditya Mohan

Research Project Assistant @The Research Foundation for SUNY

Vestal, NY, US

Working on developing a design-space exploration tool suite to research efficient designs of heterogeneously integrated AI accelerator systems in partnership with IBM Research (SUNY-IBM AI Research Alliance)- Developing an AI Accelerator simulator that models’ memory traffic, interconnect traffic, mapping workloads onto different compute, and allows to study the compute efficiency of the hardware for various AI workloads, especially foundational model workloads (C++)- Developed and modeled multiple levels of double-buffered vector cache hierarchy with hardware prefetching- Developed mapping strategies that map a given neural network graph onto different compute. The tool supports modular mapping generation- Developed a pseudo-instruction set that allows for the generation of low-level instructions for the computing cores to process- This research effort involves modeling different components of a System-In-Package (SiP) along with HBM memory

Jaypee University of Information Technology, Waknaghat

Bachelor of Technology - BTech, Computer Science

Binghamton University

Master's degree, Computer Science

Binghamton University

Doctor of Philosophy - PhD, Computer Science