maxi-k

> we introduce a NoWA (No Write Amplification) pattern that guarantees SSD WAF = 1, even at full device utilization.

That they got this to work on regular commodity SSDs (from multiple vendors) is very impressive.

I didn't know Quarto, it looks interesting, thanks for sharing!

cloudspecs encodes the entire state (sql code, R code, view state) in the URL compressed and base64 encoded, since we wanted to be able to send links around to share interesting plots/tables with each other and revisit old plots if the data changes, e.g., if new EC2 instances come out.

The PDF is produced by good old latex, and the state-in-URL mechanism allows us to just use regular hyperlinks for the clickable plot. The limit is the max URL length browsers allow, but we haven't hit it.

Since we use R+ggplot for research anyway in the local environment (emacs+RSS), we just copied the code into cloudspecs, then copied the resulting link into latex. So a bit of manual work if we want to change the plots in the paper.

Let me know if you're curious about specific things or want to collaborate. Cheers!

Well, based on your username, thanks for WebR! It took an hour or two to integrate with our DuckDB-Wasm prototype and just worked(TM). Really fantastic.

Thanks! We hope other papers will adopt the idea as well. I think most use either python+matplotlib or R+ggplot for figures, so WebR is a real win.

Since it's only static files, you can also imagine "reproducibility archives" that you can just run in the browser (hopefully) years later w/o installing anything.

This is an awesome project. We recently used it to build a statically hosted EC2 instance comparison website, using this for plotting (ggplot2) and DuckDB-Wasm for querying the instance data. Only the first page load is slow b/c of all the wasm and R packages, but it's fast for interactive querying and plotting and was really easy to create.