reproducibility

This project addresses the critical issue of non-determinism in Retrieval-Augmented Generation (RAG) systems. We aim to develop a suite of tools, benchmarks, and best practices to ensure scientific workflows using Large Language Models are reliable, transparent, and reproducible.

PhD student Nicole reflects on how her early experiences with complex scientific workflows shaped her understanding of reproducibility—and why usability is key to making it achievable. This summer, she’s building Jupyter Widgets to reduce friction in reproducible research on the Chameleon cloud platform.

Develop a comprehensive benchmarking suite, CacheBench, for evaluating the performance of cache systems in modern computing environments.

Hi everyone, I’m Sam! I’m excited to be working with the Argonne National Laboratory and SoR this summer on Smart Environments. Have you ever encountered a great opensource project and wanted to run it or use it locally, only to find that it’s such a headache to set up all the dependencies?

Hello, My name is Zahra Temori. I am a rising senior in Computer Science at University of Delaware. I’m excited to be working with the Summer of Reproduciblity and the Chameleon Cloud community.

Creating a comprehensive framework to enable fair comparison of edge replication systems and coordination protocols through standardized benchmarking tools and realistic workload simulation.

Hello! I’m Siva Sathyaseelan D N, a pre-final year B.Tech + M.Tech Engineering student at IIT BHU, Varanasi, India. With a deep-rooted passion for software development and scientific computing. I thrive at the intersection of code and real-world problem-solving.

This is now common practice and an efficient way to track activities within OSRE projects. Include links to proposals, presentations, reports, and experience.

Hi Everyone, I’m Rohan Babbar from Delhi, India. This summer, I’m excited to be working with the Argonne National Laboratory and the Chameleon Cloud community. My project focuses on developing an MPI Appliance to support reproducible High-Performance Computing (HPC) research on the Chameleon testbed.