Queries with Bounded Errors & Bounded Response Times on Very Large Data

Doctoral thesis English OPEN
Agarwal, Sameer;
(2014)
  • Publisher: eScholarship, University of California
  • Subject: Computer science | Statistics | Approximate Query Processing | Bootstrap Diagnostics | Databases | Error Estimation | Sampling

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 delive... View more
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