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Tag Archives:

Automating Model Search for Large Scale Machine Learning

Evan Sparks, Ameet Talwalkar, Daniel Haas, Michael Franklin, Michael Jordan, Tim Kraska
SoCC 2015, Aug. 2015.

Tags: Declarative ML, Machine Learning, MLbase, TuPAQ

MLbase: A Distributed Machine-learning System

Tim Kraska, Ameet Talwalkar, John Duchi, Rean Griffith, Michael Franklin, Michael Jordan
CIDR 2013, Jan. 2013.

Tags: Declarative ML, distributed machine learning, Machine Learning, MLbase

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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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