Parameter ranges

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Jaber Daneshamooz

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Dec 10, 2024, 4:07:46 PM12/10/24
to Pantheon

Hi,


I wanted to ask where I can access the emulator parameters for the experiments you discussed in your paper. Additionally, if you conducted other types of emulation, could you share the parameters identified by the Bayesian optimization method for the system? For instance, what loss rate was selected?

Thank you in advance for your time and assistance.

Best regards,

Jaber

SNL @ UCSB

Keith Winstein

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Dec 10, 2024, 7:59:51 PM12/10/24
to Jaber Daneshamooz, Pantheon
Hello Jaber,

They're all on the Pantheon website, under Find Results > Emulation. (The real-world results for original scenarios being emulated are linked directly from the paper, also on the Pantheon website.)

For the Bayesian optimization tuning parameters, I'll have to defer to my co-authors but it was a long time ago -- I'm not sure if we saved all that.

Sincerely,
Keith

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Francis Y. Yan

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Jan 18, 2025, 7:18:52 PM1/18/25
to Jaber Daneshamooz, sanjaychan...@umail.ucsb.edu, Pantheon, Keith Winstein
Sorry I missed this email, but just saw Sanjay's (cc'ed) email regarding the repository for BO.

We used a Standard library for BO called Spearmint. I think I pushed everything to https://github.com/StanfordSNR/Spearmint, but I might be missing something in other repos/branches. Please let me know if this is the case, and I will dig deeper!

Best,
Francis

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