Re:Pyro: A Spatial-Temporal Big-Data Storage System
by luiz-pv9 on Tuesday November 17, 2015 @03:13PM
(#10583635)
I don't have time right now to fully read the paper, but a quick glance at the abstract: "Our evaluations use NYC taxi trace data and an 80-server cluster. Results show that Pyro reduces the response time by 60X on 1km×1km rectangle geometries compared to the state-of-the-art solutions".
Re:Pyro: A Spatial-Temporal Big-Data Storage System
by espeed on Tuesday November 17, 2015 @09:34PM
(#10585551)
Hi Shen - The state-of-the-art spatiotemporal database systems are based on topological embedding and geometric interval computation (hyper-rectangle cell/simplicial complex https://en.wikipedia.org/wiki/Simplicial_complex).
Congratulations to the authors.
Shen
And while I don't know of any open-source systems based on this design, SpaceCurve is publicly available (http://www.spacecurve.com http://www.jandrewrogers.com/2015/10/08/spacecurve/) , and I've heard systems like this exist within IBM and Google.
Have you looked into this approach?