Globus Labs
@globuslabs.bsky.social
Globus Labs is a research group led by @ianfoster42.bsky.social and @kylechard.bsky.social that aims to realize a world in which all research data are reliably, rapidly, and securely accessible, discoverable, and usable.
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
See the results of our Exascale document deduplication and more details about LSHBloom in the paper at: arxiv.org/abs/2411.04257
November 11, 2025 at 4:36 PM
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
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...)
November 4, 2025 at 5:03 PM
@danielgrzenda.bsky.social presented his work on MOFA at Climate Frontiers (climate.uchicago.edu/climate-fron...)
🧪🚀 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
October 6, 2025 at 1:44 PM
🧪🚀 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
Haibin Lai and Maxime Gonthier presenting at ICPP!
September 16, 2025 at 4:57 PM
Haibin Lai and Maxime Gonthier presenting at ICPP!
🎓 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. 🧠💡
July 22, 2025 at 3:56 PM
🎓 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. 🧠💡
Last week, our lab kicked off summer in Chicago with a barbecue!
July 1, 2025 at 3:00 AM
Last week, our lab kicked off summer in Chicago with a barbecue!
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 🎉
June 13, 2025 at 1:59 PM
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 🎉
@mansisakarvadia.bsky.social, Aswathy (PhD students), and @nathaniel-hudson.bsky.social (postdoc) presented their work on identifying and ablating memorization in #LLMs at the 2024 MSLD workshop! 🎉 Their research is also accepted to ICLR 2025 — check it out: mansisak.com/memorization/
April 29, 2025 at 3:31 AM
@mansisakarvadia.bsky.social, Aswathy (PhD students), and @nathaniel-hudson.bsky.social (postdoc) presented their work on identifying and ablating memorization in #LLMs at the 2024 MSLD workshop! 🎉 Their research is also accepted to ICLR 2025 — check it out: mansisak.com/memorization/
Our first ever post celebrates @globuslabs.bsky.social undergraduate intern Jordan Pettyjohn winning 1st place at the Student Research Competition at SC24 for his work "Mind Your Manners: Detoxifying Language Models" sc24.supercomputing.org/proceedings/...
November 25, 2024 at 7:29 PM
Our first ever post celebrates @globuslabs.bsky.social undergraduate intern Jordan Pettyjohn winning 1st place at the Student Research Competition at SC24 for his work "Mind Your Manners: Detoxifying Language Models" sc24.supercomputing.org/proceedings/...
Are you interested in the future o serverless HPC? Join Kyle Chard, Ian Foster, and others at #SC24 for a panel discussion on this important topic.
December 3, 2024 at 8:07 PM
Are you interested in the future o serverless HPC? Join Kyle Chard, Ian Foster, and others at #SC24 for a panel discussion on this important topic.
Maxime Gonthier presented the article "Data-Driven Locality-Aware Batch Scheduling" at the IPDPS APDCM workshop.
The paper is openly available at: https://inria.hal.science/hal-04500281/document
The paper is openly available at: https://inria.hal.science/hal-04500281/document
December 4, 2024 at 5:04 AM
Maxime Gonthier presented the article "Data-Driven Locality-Aware Batch Scheduling" at the IPDPS APDCM workshop.
The paper is openly available at: https://inria.hal.science/hal-04500281/document
The paper is openly available at: https://inria.hal.science/hal-04500281/document
Jamie Kerney presented "Towards Fine-grained Parallelism in Parallel and Distributed Python Libraries" at the IPDPS HIPS workshop (https://hips2024.github.io/).
December 4, 2024 at 5:09 AM
Jamie Kerney presented "Towards Fine-grained Parallelism in Parallel and Distributed Python Libraries" at the IPDPS HIPS workshop (https://hips2024.github.io/).
December 4, 2024 at 5:19 AM
Generating synthetic time series is important to overcome limitations of real-world datasets, e.g., confidentiality concerns with medical data. We survey methods for assessing the quality for such time series synthesis.
Paper: https://doi.org/10.1145/3666006
Paper: https://doi.org/10.1145/3666006
December 4, 2024 at 5:14 AM
Generating synthetic time series is important to overcome limitations of real-world datasets, e.g., confidentiality concerns with medical data. We survey methods for assessing the quality for such time series synthesis.
Paper: https://doi.org/10.1145/3666006
Paper: https://doi.org/10.1145/3666006
December 4, 2024 at 5:29 AM
AI engagement in scientific research has expanded rapidly. Our new paper reveals a 13x increase in AI-related research across 20 diverse scientific fields from 1985-2022. #AI #AI4Science
December 4, 2024 at 5:24 AM
AI engagement in scientific research has expanded rapidly. Our new paper reveals a 13x increase in AI-related research across 20 diverse scientific fields from 1985-2022. #AI #AI4Science
Join us at the annual GlobusWorld conference, May 7-9, in Chicago!
It is your opportunity to master your use of Globus and meet other people working on the same problems you are.
Early Bird registration ends: March 15: https://www.globusworld.org/conf/
It is your opportunity to master your use of Globus and meet other people working on the same problems you are.
Early Bird registration ends: March 15: https://www.globusworld.org/conf/
December 4, 2024 at 7:35 AM
Join us at the annual GlobusWorld conference, May 7-9, in Chicago!
It is your opportunity to master your use of Globus and meet other people working on the same problems you are.
Early Bird registration ends: March 15: https://www.globusworld.org/conf/
It is your opportunity to master your use of Globus and meet other people working on the same problems you are.
Early Bird registration ends: March 15: https://www.globusworld.org/conf/
Excited to announce that GCASR 2024 will be held on Thursday, May 2 at the University of Illinois Chicago! Don't miss out on this opportunity to meet the Chicago and Midwest systems research community. Submit your posters by March 31st! Learn more at https://gcasr.org/2024/
December 4, 2024 at 7:40 AM
Excited to announce that GCASR 2024 will be held on Thursday, May 2 at the University of Illinois Chicago! Don't miss out on this opportunity to meet the Chicago and Midwest systems research community. Submit your posters by March 31st! Learn more at https://gcasr.org/2024/
3. Johnny Raicu was also a summer student working with us this year. His work applied Parsl to a machine learning pipeline for protein docking. His work landed in 2nd place at the SC23 conference. Congratulations, Johnny!
December 4, 2024 at 10:51 AM
3. Johnny Raicu was also a summer student working with us this year. His work applied Parsl to a machine learning pipeline for protein docking. His work landed in 2nd place at the SC23 conference. Congratulations, Johnny!
With the 2023 @Supercomputing conference behind us, congratulations are in order!
December 4, 2024 at 10:36 AM
With the 2023 @Supercomputing conference behind us, congratulations are in order!
Thrilled to share that our inter-group (@ianfoster Rick Stevens, @arvindr_ ) annual retreat took place in the beautiful Wisconsin Dells this year!
December 4, 2024 at 2:32 PM
Thrilled to share that our inter-group (@ianfoster Rick Stevens, @arvindr_ ) annual retreat took place in the beautiful Wisconsin Dells this year!
@Mansi__S Had a great time attending Argonne Training Program on Extreme-Scale Computing (ATPESC) 2023.
December 4, 2024 at 3:42 PM
@Mansi__S Had a great time attending Argonne Training Program on Extreme-Scale Computing (ATPESC) 2023.
I’m Johnny Raicu, a rising senior at Glenbrook South High School. I’m excited to be exploring the field of computational data science through protein docking in Globus Labs at the University of Chicago. Outside of the lab, I enjoy playing tennis, soccer, chess, violin, and piano.
December 4, 2024 at 6:03 PM
I’m Johnny Raicu, a rising senior at Glenbrook South High School. I’m excited to be exploring the field of computational data science through protein docking in Globus Labs at the University of Chicago. Outside of the lab, I enjoy playing tennis, soccer, chess, violin, and piano.
My name is Chase Jenkins, and I am an undergraduate student studying Computer Science at the University of North Carolina at Asheville. I currently work in frontend development for the Garden website here at GLabs. When I’m not coding, I am hiking somewhere in the mountains.
December 4, 2024 at 5:58 PM
My name is Chase Jenkins, and I am an undergraduate student studying Computer Science at the University of North Carolina at Asheville. I currently work in frontend development for the Garden website here at GLabs. When I’m not coding, I am hiking somewhere in the mountains.