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reproducibility
Smart Environments – An AI System for Reproducible Custom 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?
Sam Huang
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Paul Marshall
Last updated on Jun 16, 2025
Assessing and Enhancing CC-Snapshot for Reproducible Experiment Enviroments
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.
Zahra Temori
Last updated on Jun 16, 2025
osre25
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reproducibility
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HPC
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cc-snapshot
Developing an Open Testbed for Edge Replication System Evaluation
Creating a comprehensive framework to enable fair comparison of edge replication systems and coordination protocols through standardized benchmarking tools and realistic workload simulation.
Panji Sri Kuncara Wisma
Last updated on Jun 15, 2025
Type Narrowing: Evaluate New Gradual Languages and Do Unsound Narrowings Lead to Exploits
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.
Siva Sathyaseelan D N
Last updated on Jun 21, 2025
Building a Simulator for Benchmarking Replicated Systems
This is now common practice and an efficient way to track activities within OSRE projects. Include links to proposals, presentations, reports, and experience.
Michael Chan
Last updated on Jun 13, 2025
MPI Appliance for HPC Research on Chameleon
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.
Rohan Babbar
Last updated on Jun 14, 2025
osre25
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reproducibility
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HPC
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MPI
StatWrap: Cross-Project Searching and Classification using Local Indexing
Hello👋! I am Debangi Ghosh, currently pursuing a degree in Mathematics and Computing at IIT (BHU) Varanasi, India. This summer, I will be working on the StatWrap: Cross-Project Searching and Classification using Local Indexing project under the mentorship of Luke Rasmussen.
Debangi Ghosh
Last updated on Jun 14, 2025
osre25
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reproducibility
Applying MLOps to overcome reproducibility barriers in machine learning research
Topics: machine learning, MLOps, reproducibility Skills: Python, machine learning, GitOps, systems, Linux, data, Docker Difficulty: Hard Size: Large (350 hours) Mentors: Fraida Fund and Mohamed Saeed Project Idea Description
Fraida Fund
FairFace
FairFace: Reproducible Bias Evaluation in Facial AI Models via Controlled Skin Tone Manipulation Bias in facial AI models remains a persistent issue, particularly concerning skin tone disparities. Many studies report that AI models perform differently on lighter vs.
James Davis
Enhancing Reproducibility in Distributed AI Training: Leveraging Checkpointing and Metadata Analytics
Reproducibility in distributed AI training is a crucial challenge due to several sources of uncertainty, including stragglers, data variability, and inherent randomness. Stragglers—slower processing nodes in a distributed system—can introduce timing discrepancies that affect the synchronization of model updates, leading to inconsistent states across training runs.
Luanzheng "Lenny" Guo
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