Knowing when you're wrong: Building fast and reliable approximate query processing systems

Modern data analytics applications typically process massive amounts of data on clusters of tens, hundreds, or thousands of machines to support near-real-time decisions.The quantity of data and limitations of disk and memory bandwidth often make it infeasible to deliver answers at interactive speeds...

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Bibliographic Details
Main Authors: Agarwal, Sameer, Milner, Henry, Kleiner, Ariel, Talwalkar, Ameet, Jordan, Michael, Mozafari, Barzan, Stoica, Ion, Madden, Samuel R.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Association for Computing Machinery (ACM) 2014
Online Access:http://hdl.handle.net/1721.1/90383
https://orcid.org/0000-0002-7470-3265