How to navigate Chameleon docs effectively
        
        
            
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        July 21, 2025
    by
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        Marc Richardson
    
        
            Whether you're provisioning your first bare metal node or building complex edge computing experiments, finding the right documentation quickly can make the difference between a productive research day and hours of frustration. Chameleon's documentation ecosystem has grown to include multiple specialized resources—each designed for different needs. This guide will help you navigate to the right place, the first time.
        
     
    
    
        
    
    
        
            This month we have changes to KVM@TACC that allow you to launch any VM flavor from a reservation, which soon will be required. In a few months, we’ll shut down VMs that aren’t from a lease, so make sure to check out the details! We’ve extended python-chi with better support for KVM, adding methods for flavor reservation, managing security groups, and volumes.
        
     
    
    
        
    
        
        
            Exploring Statistical Multiplexed Computing for Unlimited Infrastructure Scaling
        
        
            
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        June 25, 2025
    by
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        Justin Shi
    
        
            IT infrastructure forms the backbone of modern society, but traditional scaling approaches face critical limitations that expose services to security and reliability shortcomings. This research investigates Statistical Multiplexed Computing (SMC) principles to build infrastructures without scaling limits, similar to how TCP/IP protocols enabled indefinite network scaling.
        
     
    
    
        
    
        
        
            Tips and tricks for making the most of Chameleon's new GPU resources and reservation-based workflow
        
        
            
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        June 20, 2025
    by
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        Cody Hammock
    
        
            NVIDIA H100 GPUs are now available on KVM@TACC through a new reservation-based system. Learn how to leverage cutting-edge GPU acceleration, persistent storage, and flexible networking to maximize your research productivity within time-limited virtual machines.
        
     
    
    
        
    
    
        
            This month, we have new H100 GPU nodes on KVM@TACC! Today, you can launch VM instances with 1 full H100 GPU. This hardware comes with a brand new workflow for reserving VMs. It’s important to note that this reservation workflow will be rolled out to the rest of KVM later in the summer. Additionally, we have refreshed our documentation. Lastly, CHI-in-a-box comes with a new image deploy tool for associate sites.
 
        
     
    
    
        
    
        
        
            How Chameleon Cloud Transforms Computer Science Education Across Europe
        
        
            
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        May 27, 2025
    by
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        Massimo Canonico
    
        
            Teaching cloud computing effectively requires hands-on experience, but establishing local datacenters or using commercial cloud providers presents significant barriers for students. Chameleon Cloud provides the perfect solution, offering real cloud infrastructure experience without access limitations or costs, enabling comprehensive cloud computing education across European universities.
        
     
    
    
        
    
        
        
            Less Setup, More Science: Streamlined Images with Built-in Tools and Drivers
        
        
            
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        May 19, 2025
    by
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        Paul Marshall
    
        
            What's the secret ingredient that makes our new Chameleon images so much better? From automatic SSH configuration to built-in rclone support, these aren't your ordinary cloud images. Find out what makes them special.
        
     
    
    
        
    
    
        
            This month, we have new OS images with AMD ROCm and Ubuntu 24 on ARM. Additionally, we have improvements to mounting object store buckets using rclone, a new message-of-the-day, and we’ve fixed the firewall confusion on KVM@TACC.
 
        
     
    
    
        
    
        
        
            Findings from the November 2024 Community Workshop on Practical Reproducibility in HPC
        
        
            
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        May 1, 2025
    by
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        Marc Richardson
    
        
            View or contribute to the experiment packaging and style checklists (appendix A and B) on our GitHub repository here.
Download the report here.
We’re excited to announce the publication of the NSF-sponsored REPETO Report on Challenges of Practical Reproducibility for Systems and HPC Computer Science, a culmination of our Community Workshop on Practical Reproducibility in HPC, held in November 2024 in Atlanta, GA (reproduciblehpc.org).
        
     
    
    
        
    
        
        
            Understanding and accurately distributing responsibility for carbon emissions in cloud computing
        
        
            
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        April 29, 2025
    by
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        Leo Han
    
        
            Leo Han, a second-year Ph.D. student at Cornell Tech, conducted pioneering research on the fair attribution of cloud carbon emissions, resulting in the development of Fair-CO2. Enabled by the unique bare-metal capabilities and flexible environment of Chameleon Cloud, this work tackles the critical issue of accurately distributing responsibility for carbon emissions in cloud computing. This research underscores the potential of adaptable testbeds like Chameleon in advancing sustainability in technology.