Sriram Devata

Current research topic - leveraging spatial partitioning in GPUs to serve ML inference pipelines in datacenters. CV (June 2025).

I am a CS PhD student at UIUC, and am interested in developing hardware and software for datacenters that are robust to changes for emerging software paradigms.

Extended Reality (XR - encompassing AR/VR/MR) is one such paradigm that is transforming how we interact with computing. Current XR devices have a long way to go for their widespread adoption and sustained full-day usage. When considering offloading XR tasks to a datacenter, these tasks demand low latency and have strict performance standards to provide a high-quality user experience. I work with Prof. Sarita Adve to develop the hardware architecture and/or software systems for the cloud to facilitate the offloading of XR workloads.

Before my PhD, I worked with Prof. Akshitha Sriraman and Dr. Gilles Pokam to improve datacenter efficiency by characterizing datacenter tax operations. This work allowed us to recognize common low-level software primitives across datacenter tax operations, and also helped identify combined acceleration opportunities.

Previously, I also worked on using Machine Learning to solve problems in Computational Chemistry at IIIT-H and University of Waterloo.

news

May 16, 2025 I won the W. J. Poppelbaum Memorial Award for academic merit and creativity in computer architecture research.
May 01, 2025 I have been awarded a Student Travel Grant to attend MLSys’25 May 12-15 at Santa Clara, California. If you are attending too, please reach out. I would love to meet you!
Feb 24, 2025 Vignesh and I are finalists in the Qualcomm Innovation Fellowship.
Feb 11, 2025 I have been awarded a Student Travel Grant to attend ASPLOS’25 at Rotterdam, The Netherlands.
Aug 26, 2024 Started my PhD in Computer Science at UIUC.
Jul 11, 2024 Defended my MS thesis at IIIT Hyderabad.