Estimates I've seen put the total Scihub cache at 85 million articles totaling 77TB. That's a single 2U server with room to spare. The hardest part is indexing and search, but it's a pretty small search space by Internet standards.
There is existing index in sql format distributed by libgen: https://www.reddit.com/r/scihub/comments/nh5dbu/a_brief_intr..., it is around 30GB uncompressed.
Those 851 torrents uncompressed would probably take half a petabyte of storage, but I guess for serving pdfs you could extract individual files on demand from zip archive and (optionally) cache them. So the scihub "mirror" could run on a workstation or even laptop with 32-64GB memory connected to 100TB NAS over 1GBE, serving pdfs over VPN and using unlimited traffic plan. The whole setup including workstation, NAS and drives would cost $5-7K.
it's not a very difficult project and can be done DIY style, if you exclude the proxy part (which downloads papers using donated credentials). Of course it would still be as risky as running Scihub itself which has $15M lawsuit pending against it.
At 5 MB per book, this works out to about 200 TB of disk storage.
At about $12/TB, hosting the entire LoC collection would cost roughly $2,400 presently, with prices halving about every three years.
Factor in redundancy (I'd like to see a triple-redundant storage on any given site, though since sites are redundant across each other, this might be forgoable). Access time and high-demand are likely the big factor, though caching helps tremendously.
My point is that the budget is small and rapidly getting smaller. For one of the largest collections of written human knowledge.
There are some other considerations:
- If original typography and marginalia are significant, full-page scans are necessary. There's some presumption of that built into my 5 MB/book figure. I've yet to find a scanned book of > 200MB (the largest I've seen is a scan of Charles Lyell's geology text, from Archive.org, at north of 100 MB), and there are graphics-heavy documents which can run larger.
- Access bandwidth may be a concern.
- There's a larger set of books ever published, with Google's estimate circa 2014 being about 140 million books.
- There are ~300k "conventionally published" books in English annually, and about 1-2 million "nontraditional" (largely self-published), via Bowker, theh US issuer of ISBNs.
- LoC have data on other media types, and their own complete collection is in the realm of 140 million catalogued items (coinciding with Google's alternate estimate of total books, but unrelated). That includes unpublished manuscripts, maps, audio recordings, video, and other materials. The LoC website has an overview of holdings.
Published document scarcity is entirely imposed.
I know it's not Big Data(tm) big data, but it is a lot of data for something that can generate no revenue.
Sure. Let's add redundancy and bump by an order of magnitude to give some headroom -- $5-10k is a totally reasonable amount to fundraise for this sort of application. If it were legal, I'm sure any number of universities would happily shoulder that cost. It's miniscule compared to what they're paying Elsevier each year.
Perhaps some sort of MTurk or captcha-like tasks per access? Patr[e]ons? Donation drives? Micro-payments? Something else??
AWS is not the cheapest bulk-storage hosting possible.
The cost of maintaining a free and open DB of scientific advances and publications would be so incredibly insignificant compared to both the value and the continued investment in those advancements.
I feel that we're halfway there already and are gaining ground. Does Pubmed Central [0] (a government-hosted open access repository for NIH-funded work) count as a "ledger" like you're referring to? The NSF's site does a good job of explaining current US open access policy [1]. There are occasional attempts to expand the open access mandate by legislation, such as FASTR [2]. A hypothetical expansion of the open access mandate to apply to all works from /institutions/ that receive indirect costs, not just individual projects that receive direct costs, would open things up even more.
[0] https://www.ncbi.nlm.nih.gov/pmc/
Also, a per-government ledger would not be super-practicable. But if, say, the US, the EU and China would agree on something like this, and implement it, and have a common ledger, then it would not be some a big leap to make it properly international. Maybe even UN-based.
That's a pretty big "if" though.
On the other hand, there is a slippery sloap to decide what isn't scientific so much as to not be required open knowledge.
By the way, specialist knowledge and open knowledge is kind of a dichotomy. You would need to define the intersection of both. Suddenly you are looking at a patent system. Pay to Quote, citation fees, news websites already are demanding this from google, here in Germany, inuding Springer Press
"a whole lot of tiny files" severely underestimates the scale at work. Libgen's coverage is relatively shallow, and pdf books tend to be huge, at least for older material. Scihub piggy backs on the publishers, so that's your reference.
syndication, syndicate, quite apt don't you think? Libraries that coluded with the publishers and accepted the pricing must have been a huge part of the problem, at least historically. Now you know there's only one way out of a mafia.