I won't speak authoritatively on behalf of the Dat team, but I believe one of their goals is to make it difficult for public scientific datasets to be lost, and data living on a centralized server is particularly vulnerable to that.
I won't speak authoritatively on behalf of the Dat team, but I believe one of their goals is to make it difficult for public scientific datasets to be lost, and data living on a centralized server is particularly vulnerable to that.
I spent a while trying to download recent updates to the Reddit comment corpus [1], which is hosted on BitTorrent. The downloads never seem to finish.
It seems to me that decentralization means that, when a dataset stops being new and exciting, it will disappear. How will Dat counter this?
[1] https://www.reddit.com/r/datasets/comments/65o7py/updated_re...
To counter that, you can take measures to mirror important datasets with a dedicated peer. It requires effort, but it at least makes it much, much harder for example, for a government agency to take down public data without warning.
First, we are working with libraries, universities, or other groups with large amounts of storage/bandwidth. They'd help provide hosting for datasets used inside their institutes or other essential datasets.
Second, we started to work on at-home data hosting with Project Svalbard[1]. This is kind of a SETI@home idea where people could donate server space at home to help backup "unhealthy" data (data that doesn't have many peers).
Finally, for "published" data (such as data on Zenodo or Dataverse), we can use those sites as a permanent HTTP peer. So if no data is available over p2p sites then you can get it directly from the published source.
As others said, decentralization is an approach but not a solution. It gives you the flexibility to centralize or distribute data as necessary without being tied to a specific service. But we still need to solve the problem!
[1] https://medium.com/@maxogden/project-svalbard-a-metadata-vau...
https://beakerbrowser.com/docs/inside-beaker/other-technolog...