This blog post outlines the experience of high school students engaging in a summer research program at NYU, focusing on cloud and edge Machine Learning inference projects utilizing the Chameleon platform and associated Trovi artifacts. The authors detail their practical exploration into machine learning at the cloud and the edge, review results, and discuss the technical challenges encountered and the solutions developed.

We are excited to announce our Virtual Reproducibility Hackathon taking place on Friday, December 15th, 2023! See the details below for more information.

Attending SC’23? Check out the initiatives Chameleon is supporting at the event including workshops, papers written using Chameleon, and more! If you’re presenting something related to Chameleon at SC’23 and not on this list, send us an email – we will update this announcement with relevant information as we get it.

This month, we’ve been working on improving the testbed with updates to CHI@Edge device OSes, Trovi, the help desk, and a CC-snapshot bug-fix.

We would like to congratulate Alicia Esquivel Morel and the team for the acceptance of their paper, AutoLearn: Learning in the Edge to Cloud Continuum, to the SC '23 conference as well as two summer REU students who had posters accepted to SC.

This month, we ran a hackathon at IC2E, new devices at CHI@Edge, improved CHI@Edge networking, and fixed issues with network leases, project management, cc-snapshot, and Doni.
 

This month on Chameleon, we are excited to announce the Fount project, 52 new Ice Lake nodes at CHI@TACC, multi-node launch improvements, and improvements for CHI-in-a-Box site operators.
 

Chameleon’s JupyterHub is a great way to organize your experiments for practical reproducibility. To overcome its resource limitations, we describe how to extend the Jupyter Server Trovi artifact so that you can run your full experiment inside a Jupyter notebook.
 

We are delighted to offer a limited number of registration reimbursement grants for the upcoming Practical Reproducibility Tutorial/Hackathon at the IC2E Conference, which takes place in Boston, MA on September 25, 2023. Read on for details of this offer and how to apply.
 

This month, we're featuring an interview with Professor Prasad Calyam, a distinguished educator and researcher at the University of Missouri-Columbia. In the interview, he shares insights on effectively utilizing innovative tools like testbeds for teaching, offering valuable recommendations based on his own experiences.