Within ScaDS.AI Dresden/Leipzig, we welcome new researchers to our teams in Dresden and Leipzig. This page lists suggestions for open topics for Research Associates / PhD Students (f/m/x) that are currently available within the Graduate School, together with mentors and host institutions. Feel free to look around to decide which topics excite you most and best match your skills!

The application period will start soon. We do not accept applications before then.

Open Topics

T6.2 Compilers for LLMs on data-centric architectures

Supervisors: Prof. Dr.-Ing. Jeronimo Castrillon, Prof. Dr.-Ing. Diana Göhringer
Location: Dresden
% of Position: 100%
Abstract: The extreme compute and memory requirements of Large Language Models (LLMs) have led to disruption on data-centric architectures. In-memory and near-memory systems, for instance, are promising approaches since they considerably reduce the need to move data within the computing system. This project addresses the challenge of devising programming and runtime methodologies to automatically optimize high-level code (written in Python) for efficient execution on unconventional computing systems.