Re: RDF query and inference in a distributed environment
Long term what I think might happen is that users have their own triple stores, and as they do queries the results get added to their own triple store and they can make inferences locally that they are interested in. MIT's Piggy bank project (http://simile.mit.edu/piggy-bank/) is an example of this sort of approach.
With hard drive sizes spiraling skyward, and $/GB ($/TB) spiraling downward.... I'm wondering whether or not the "distributed" system that serves us best might be "distributeded mirror copies", rather than distributed complementary data. I've been pushing this approach for taxonomic data for a while, but perhaps it would be useful for other shared data as well (geographic localities, people/agents, publications/references, etc.) Even for specimen data -- where "ownership" is unambiguous -- it seems that as long as the ownership is clearly embedded in the core metadata, there are more fundamental advantages in storing and serving data from multiple data resources, rather than serving it from only one single data resource.
One way to look at it would be "robust caching", with automated update capabilities. The main benefits would be:
1) Large-scale distributed backup of the world's biodata (ensuring perpetuity across a changing technological landscape); 2) Performance and reliability enhancement for local data authority needs; 4) Essentially 100% data availability (like DNS), regardless of which servers are up or down at any given moment; 3) Maximization of distributed work/effort for data "maintenance and repair".
The point is, the technology discussions would focus less on issues of distributed queries, and more on issues of replication/synchronization and data edit authorization protocols.
Perhaps this would be reaching too far, too soon. But on the other hand, I don't see why implementing a "distributed mirror" system would be any more technically, financially, or socially challenging than implementing a distributed query system for distributed data.
Aloha, Rich
Richard L. Pyle, PhD Database Coordinator for Natural Sciences and Associate Zoologist in Ichthyology Department of Natural Sciences, Bishop Museum 1525 Bernice St., Honolulu, HI 96817 Ph: (808)848-4115, Fax: (808)847-8252 email: deepreef@bishopmuseum.org http://hbs.bishopmuseum.org/staff/pylerichard.html
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Richard Pyle