The Cooperative Computing Lab

We design software that enables our collaborators to easily harness large scale distributed systems such as clusters, clouds, and grids. We perform fundamental computer science research that enables new discoveries through computing in fields such as physics, chemistry, bioinformatics, biometrics, and data mining.

All of our software is open source and available on GitHub. We are always eager to welcome new collaborators—whether you want to explore our software, contribute to development, or receive support. Explore our tools to see how they can power your distributed computing needs, and visit the getting help section if you need assistance.

CCL Launches Redesigned Website (Jan 06, 2026)

Open Source Software

TaskVine is our third-generation workflow system for building scalable data intensive applications that run on HPC clusters, cloud services, and other clusters.

Floability is an NSF funded research project to enable the rapid and portable deployment of notebooks expressing complex scientific workflows across a wide range of cyberinfrastructure.

Work Queue is an application framework for creating and managing dynamic manager-worker style programs that scale up to tens of thousands of machines on clusters, clouds, and grids.

See all software

Research Projects

xGFabric : Coupling Sensor Networks and HPC Facilities with Advanced Wireless Networks for Near Real-Time Simulation of Digital Agriculture (DOE ASCR)

This project will explore the design of systems for connecting remote wireless sensor networks with high performance computing systems.

SADE: A Safety-Aware Ecosystem of Reputable sUAS

The overall goal of the project is to develop technology for safety zones that permit only trusted drones to operate in congested or sensitive airspace.

Pledge: Accelerating Data Intensive Scientific Workflows with Consistency Contracts

Expresses workflow I/O intentions using consistency contracts to enable efficient, cluster-wide storage and execution optimizations.

NBFlow: From Notebook to Workflow and Back Again (CSSI Framework)

NBFlow brings together interactive notebook technologies (Jupyter), reproducibility tools (SciUnit), and distributed workflows (TaskVine) to enable easy execution of large-scale notebook workflows on heterogeneous HPC clusters.

TaskVine: A User Level Framework for Data Intensive Scientific Applications (CSSI Element)

TaskVine is open source software for building large scale data intensive dynamic workflows that run on HPC clusters, GPU clusters, and commercial clouds.

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Community Highlights

Workshop on Harmonizing Python Workflows at IEEE e-Science 2025

We helped host the Workshop on Harmonizing Python Workflows at IEEE International Conference on e-Science on Monday, 15 Sep 2025. This workshop is one compon…

OpenTopography + EEMT + Makeflow

The OpenTopography service provides online access to geospatial data and computational tools in support of earth sciences. The Effective Energy and Mass Tra…

Analyzing Agriculture with Work Queue

The Field Scanalyzer at the University of Arizona is a massive robot that uses sensors, cameras, and GPS devices to collect vast quantities of agricultural d…

Summer REU Projects

In summer 2019, REU students TJ Dasso and Eamon Marmion worked at the CCL on large scale distributed applications. They completed the integration between th…

IceCube Flies with Parrot and CVMFS

IceCube is a neutrino detector built at the South Pole by instrumenting about a cubic kilometer of ice with 5160 light sensors. The IceCube data is analyzed …

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Latest News and Posts

Oct 20, 2026	Reshaping and Fusing Hidden Task Graphs: Optimizing Distributed HEP Workflows in Dask Vine
Oct 08, 2026	Declare, Resolve, Reuse: Portable Data Handling for Notebook Workflows in Floability
Sep 29, 2026	CCL at eScience'26
Sep 22, 2026	SADE Drone Simulation at NASA ULI
Sep 16, 2026	Floability at APeX Summit

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Recent Publications

GROWFLOW: Low-latency Computational Fluid Dynamics at the Edge for Real-time Agricultural Decision Support

Liubov Kurafeeva, Benjamin Carter, Ryan Hartung, Alan Subedi, Avhishek Biswas, Michael Fay, Shantenu Jha, Chandra Krintz, Andre Merzky, Douglas Thain, Mehmet Can Vuran, and Rich Wolski

In IEEE SCSETech, 2026

Bib PDF

@inproceedings{growflow-2026,
  author = {Kurafeeva, Liubov and Carter, Benjamin and Hartung, Ryan and Subedi, Alan and Biswas, Avhishek and Fay, Michael and Jha, Shantenu and Krintz, Chandra and Merzky, Andre and Thain, Douglas and Vuran, Mehmet Can and Wolski, Rich},
  title = {{GROWFLOW: Low-latency Computational Fluid Dynamics at the Edge for Real-time Agricultural Decision Support}},
  booktitle = {{IEEE SCSETech}},
  pages = {6},
  year = {2026},
  cclpaperid = {1012}
}

Hybrid Workflow Composition for Extreme-Scale Data Processing: A Case Study on the HL-LHC

Alan Malta Rodrigues and Douglas Thain

In IEEE Conference on eScience, 2026

Bib PDF

@inproceedings{hl-lhc-escience-2026,
  author = {Rodrigues, Alan Malta and Thain, Douglas},
  title = {{Hybrid Workflow Composition for Extreme-Scale Data Processing: A Case Study on the HL-LHC}},
  booktitle = {{IEEE Conference on eScience}},
  pages = {10},
  year = {2026},
  cclpaperid = {1011},
  keywords = {Directed Acyclic Graphs (DAGs), Discrete-Event Simulation, High-Throughput Computing, Performance Modeling, Resource Optimization, Scientific Workflows, Workflow Management Systems}
}

Fusion and Reshaping of Hidden Task Graphs for High Energy Physics Applications

Barry Sly-Delgado and Douglas Thain

In IEEE Conference on eScience, 2026

Bib PDF

@inproceedings{reshaping-escience-2026,
  author = {Sly-Delgado, Barry and Thain, Douglas},
  title = {{Fusion and Reshaping of Hidden Task Graphs for High Energy Physics Applications}},
  booktitle = {{IEEE Conference on eScience}},
  pages = {7},
  year = {2026},
  cclpaperid = {1010},
  keywords = {taskvine, hep, dask}
}

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