LSHBloom, a memory-efficient way to deduplicate documents at scale - critical for LLM training pipelines - has been included in the Datasketch package for easy use. See the results of our Exascale document deduplication and more details about LSHBloom in the paper at: arxiv.org/abs/2411.04257

@danielgrzenda.bsky.social presented his work on MOFA at Climate Frontiers (climate.uchicago.edu/climate-fron...)

Hai Duc Nguyen presented a poster to the Argonne's Postdoctoral Research and Career Symposium 2025 on "Resilient Execution of Distributed X-Ray Image Analysis Workflows" on Friday, 10/31 tinyurl.com/4av9xnsx

Hai Duc Nguyen’s paper, “Efficient Performance Guarantees for Function-as-a-Service with Cloud Allocators,” has been accepted for publication at Middleware 2025.

Check out the new Chemical Foundation Model paper done in collaboration with UofM: arxiv.org/pdf/2510.18900

Maxime Gonthier presented his work on "Failure-Aware and Deadline-Constrained Scheduling for Mixed-Criticality HPC Workloads" (inria.hal.science/hal-05190988...) to the Data & AI Systems Research Section at ORNL.

Our work in collaboration with the Gagliardi group: “Cartesian Equivariant Representations for Learning and Understanding Molecular Orbitals” accepted to the Proceedings of the National Academy of Sciences (PNAS) chemrxiv.org/engage/api-g... @danielgrzenda.bsky.social @nathaniel-hudson.bsky.social

Kyle is presenting in the "Solving Data Management Challenges with Globus – from Zero to Hero in one day" tutorial and participating in the Enabling Research Connectivity: The Strategic Role of Data Mobility in an Integrated National Research Infrastructure Ecosystem. BoF at eResearch Australasia.

@ianfoster42.bsky.social gave a talk “Scaling Reasoning, Scaling Science: Engineering an AI-Native Scientific Discovery Platform” to Google Cloud, presenting a vision for how frontier-scale reasoning models can be integrated with scientific infrastructure to accelerate discovery.

🎉The SC25 Test of Time Award goes to "The Globus Striped GridFTP Framework and Server"! Their pioneering work revolutionized secure, high-performance data movement, shaping scientific discovery for decades. Congrats to the team! #GridFTP #Supercomputing sc25.supercomputing.org/2025/10/last...

🧪🚀 Exciting breakthrough! Our new paper presents a an algorithm that combines #ML & #ActiveLearning to turbocharge discovery of novel materials. By smarter candidate selection, our method doubles high-performing discoveries for carbon capture molecules! #MaterialsScience

👨‍💻 Don’t miss the iCNS Distinguished Lecture by Dr. @kylechard.bsky.social! Learn how federated agentic middleware & serverless systems are revolutionizing scientific computing—integrating diverse resources, and enabling high-throughput discovery. www.stevens.edu/events/icns-...

Haibin Lai and Maxime Gonthier presenting at ICPP!

Congratulations to Globus Labs alum @tkurihana.bsky.social on his new position as a Senior Researcher at Fujitsu Research Converging Technologies Laboratory! 🎉🎊

Check out our latest preprint (arxiv.org/abs/2508.18489), we explore using the Model Context Protocol (MCP) to connect AI agents with HPC and scientific services, making research cyberinfrastructure (CI) discoverable, invokable, and composable.

ParslFest 2025 was a huge success! Thank you to all 40 speakers and all who attended in person and online: parsl-project.org/parslfest/pa...

Our paper “Steering an Active Learning Workflow Towards Novel Materials Discovery via Queue Prioritization” by Marcus Schwarting, Logan Ward, Nathaniel Hudson, and others is nominated for Best Paper at this year’s e-Science conference! 🎉

🚀 Join us for ParslFest 2025! Meet researchers, developers, and cyberinfrastructure experts to share experiences and explore the latest in Parsl and Globus Compute. 📅 Aug 28–29 | 🏙️ Chicago & 🌐 Virtual (free) 🔗 Register now: parsl-project.org/parslfest/pa...

That's a wrap on GLabs Summer '25! 🎓🚀 Huge thanks to our summer students for your energy at GLabs: Daniel Babnigg, Edwin Ma, Jin Das, Naomi Kolodisner, Santhusha Mudannayaka, Shivalika Chaudhary, Suryatejas Appana, and Rui Wang. Can't wait to see what you build next!

Congrats to postdoc Maxime Gonthier!🎉 His work “A scheduler to foster data locality for GPU and out-of-core task-based linear algebra applications” has been accepted for publication at the Journal of Parallel and Distributed Computing.

Jin Das, a student from Columbia with the DSI Summer Lab Program, has been working with @danielgrzenda.bsky.social. She’ll present “TideCast: Benchmarking Deep Learning Models for Water Level Prediction” at the DSI Research Symposium on Friday. It's been great working with you this summer, Jin!

Naomi Kolodisner, a University of Arizona student, has been working with Alok/Greg on genomics workflows using Academy and Parsl. She'll present her work: "Adaptive Tool Selection in a Scalable Genomics Pipeline" tomorrow at the CI-Compass Fellowship Summer Symposium. Awesome job this summer Naomi!

@ianfoster42.bsky.social will be speaking on the AI & Science Panel (kdd2025.kdd.org/kdd-ai-scien...) this week at #KDD25. Don't miss it! 😉

🚀 Last week at #TPC25 (tpc25.org), @ianfoster42.bsky.social delivered two keynotes and also joined the closing panel: 1️⃣ Scaling Reasoning, Scaling Science: Engineering an AI-Native Scientific Discovery Platform 2️⃣ A Case Study of the System Software/Middleware Needs for Agents

Excited to see our "MProt-DPO framework for protein design featured on SciShow" as a highlight Aurora application! 🎥 Watch the segment: www.youtube.com/watch?v=pC3Q...

Thrilled to present "Globus as a Case Study in Sustainable Research Software Development" at the NSF CSSI/CyberTraining/SCIPE PI meeting plenary session! Check it out to see how long-term vision and community collaboration drive sustainable research infrastructure: confmeet.github.io/2025NSFCyber...

Kyle Chard presented two cutting-edge projects pushing the boundaries of intelligent infrastructure and AI for science at #TPC25! 🎉 🔹 Academy: Empowering scientific workflows with federated agents 🔹 Diamond: Democratizing large foundation model training for science

Congratulations Dr. Baughman on successfully defending your dissertation! Matt has been a such an important and valued member of our lab these past few years and has done amazing work while here. We're so proud of what you've accomplished and are excited to see what you do next! 🎉🎓

Mike Tynes paper "Will It Blend? Mixing Numerical and Machine-Learned Physics Quantities for Accurate on-the-Fly Surrogate Modeling" was published in ICCS 25 (link.springer.com/chapter/10.1...) The paper introduces Proxima+Blend to reduce artifacts when using ML surrogates. Great work Mike!

We're wishing Matt Baughman the best of luck as he gets ready to defend his dissertation this Friday. He will be giving a presentation titled: "Corralling the Computing Continuum: Enabling Multi-System Workflows with Serverless Computing." Good luck Matt!

🚀 On July 24, our very own Matt Baughman is speaking at Princeton Plasma Physics Lab! His seminar for the Computational Sciences Department, “Corralling the Computing Continuum: Enabling Multi-Site Workflows with Serverless Computing,” dives into the future of distributed workflows.

🎓 Two of our amazing students presented their research at the Department of Energy (DOE) #CSGF Fellowship Annual Program Review! Huge congratulations to @mansisakarvadia.bsky.social and Mike Tyne for showcasing some incredible science. 🧠💡

📢 Exciting news! Our paper on Flight—a novel hierarchical federated learning framework built on Globus Compute, Parsl, and ProxyStore—is now officially published in Future Generation Computer Systems! ✈️🤖 Use the link below to check out the paper on FGCS: www.sciencedirect.com/science/arti...

🚀 This week at #PEARC25, @kylechard.bsky.social delivered two standout tutorials: 1️⃣ ChronoLog – Tackling extreme-scale storage for activity + log workloads. 2️⃣ Globus Compute – A deep dive into federated Function-as-a-Service across the computing continuum. Big ideas. Big scale. Big impact.

Join Globus Labs for SC25 tutorial about our new agentic middleware: Academy. "Building Scalable Agentic Systems for Science: Concepts, Architectures, and Hands-On with Academy."

Globus Labs members are authors on four papers at SC25: "Core Hours and Carbon Credits: Incentivizing Sustainability in HPC", "Addressing Reproducibility Challenges in HPC with Continuous Integration",

Thrilled to welcome our 2025 summer students to Globus Labs at UChicago 🎓🚀 They'll be tackling cutting-edge HPC & ML research!

Flight is a hierarchical federated learning framework built on Globus Compute, Parsl, and ProxyStore, enabling rapid prototyping for FL. A paper highlighting its design, led by Nathaniel Hudson, has been accepted to Future Generation Computer Systems (arxiv.org/abs/2409.16495)

Last week, our lab kicked off summer in Chicago with a barbecue!

Maxime Gonthier gave the talk "Toward Energy-Efficient and Memory-Aware HPC: Scheduling for task-based runtime systems and energy incentives for users" to the INESC-ID Lisboa Lab

Visiting student Haibin Lai's paper, "ParaCOSM: A Parallel Framework for Continuous Subgraph Matching" has been accepted for publication at the 54th International Conference on Parallel Processing

Ian Foster delivered a talk on the middleware needed for Agentic AI at DP2E-AI 2025 (dp2eai-2025.cri.minesparis.psl.eu), the 1st International Workshop on Distributed and Parallel Programming for Extreme-scale AI

Congrats to postdoc Maxime Gonthier, whose paper "Deadline-Aware Scheduling of Mixed-Criticality Tasks" has been accepted for publication at the 54th International Conference on Parallel Processing

Checkout this thread on a recent preprint about topology-aware decentralized learning. mansisak.com/topology_awa...

“A Terminology for Scientific Workflow Systems” was accepted to FGCS and is available on arxiv: arxiv.org/abs/2506.07838

Ian Foster gave a talk on “AuroraGPT: Scaling AI for Scientific Discovery” at the SCSP AI Expo (expo.scsp.ai) on June 3rd

Logan Ward completed his final week with Globus Labs last week and will be starting at NVIDIA this month, where he will work with their HPC and AI group. We are so thankful for Logan’s hard work over the past several years, and we know he will go on to do great work with NVIDIA! Congrats Logan 🎊

Congratulations to Matt Baughman, Marcus Schwarting, Greg Pauloski, and Yuanjian Liu for graduating last weekend! We are so proud of you and excited to see all that you continue to accomplish 🎉

Hai Duc Nguyen’s work on “Resilient execution of distributed X-ray image analysis workflows” has been accepted by Frontiers in High Performance Computing and is now available online: www.frontiersin.org/journals/hig...

We are happy to welcome three new summer students to our lab: Santhusha Mudannayaka, Edwin Ma, and Suryatejas Appana, who are participating in the NSF Summer Research Experience for Undergraduates program.