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Tag Archives:

Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems

Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael Jordan, Sam Madden, Barzan Mozafari, Ion Stoica
SIGMOD, Jun. 2014.

Tags: Approximate Query Processing, BlinkDB, Bootstrap, Diagnostics, Error Estimation, Sampling

A General Bootstrap Performance Diagnostic

Ariel Kleiner, Ameet Talwalkar, Sameer Agarwal, Ion Stoica, Michael Jordan
ACM KDD 2013, Aug. 2013.

Tags: Big Data, BlinkDB, Bootstrap, Error Bars

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Akaros amp application Approximate Query Processing BDAS Best Paper Award Big Data BlinkDB Bootstrap cluster coflow consistency crowdsourcing databases Datacenters data centers Data Cleaning data quality Declarative ML distributed machine learning genomics Graphs hadoop Machine Learning Materialized Views matrix factorization mesos MLbase Optimization OS pbs PIQL query processing Sampling SCADS scalability scale independence scheduling Shark spark SQL storage Succinct transactions vldb

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