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BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data

Queries with Bounded Errors and Bounded Response Times on Very Large Data. BlinkDB Developer Alpha 0.2.0 Released! BlinkDB has been demonstrated live at VLDB 2012. On a 100 node Amazon EC2 cluster answering a range of queries on 17 TBs of data in less than 2 seconds (over 200x faster than Hive), within an error of 2-10%. BlinkDB Vs. No Sampling. BlinkDB Developer Alpha 0.2.0. Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica. Know...

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BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data | blinkdb.org Reviews

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Queries with Bounded Errors and Bounded Response Times on Very Large Data. BlinkDB Developer Alpha 0.2.0 Released! BlinkDB has been demonstrated live at VLDB 2012. On a 100 node Amazon EC2 cluster answering a range of queries on 17 TBs of data in less than 2 seconds (over 200x faster than Hive), within an error of 2-10%. BlinkDB Vs. No Sampling. BlinkDB Developer Alpha 0.2.0. Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica. Know...

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2 examples

3 overview

4 performance

5 download

6 publications

7 query examples

8 error convergence properties

9 time/accuracy guarantees

10 best paper award

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BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data | blinkdb.org Reviews

https://blinkdb.org

Queries with Bounded Errors and Bounded Response Times on Very Large Data. BlinkDB Developer Alpha 0.2.0 Released! BlinkDB has been demonstrated live at VLDB 2012. On a 100 node Amazon EC2 cluster answering a range of queries on 17 TBs of data in less than 2 seconds (over 200x faster than Hive), within an error of 2-10%. BlinkDB Vs. No Sampling. BlinkDB Developer Alpha 0.2.0. Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica. Know...

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BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data

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Queries with Bounded Errors and Bounded Response Times on Very Large Data. BlinkDB Developer Alpha 0.2.0 Released! BlinkDB has been demonstrated live at VLDB 2012. On a 100 node Amazon EC2 cluster answering a range of queries on 17 TBs of data in less than 2 seconds (over 200x faster than Hive), within an error of 2-10%. BlinkDB Vs. No Sampling. BlinkDB Developer Alpha 0.2.0. Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica. Know...

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people.csail.mit.edu

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I am currently a postdoc associate in the Database Group. Working with professor Samuel Madden. I am also a member of the BigData@CSAIL. I received my PhD in Computer Science from UCLA. In June 2011. My research interests include large-scale data-intensive systems, database-as-a-service clouds, data mining, query languages, and crowdsourcing. I have moved to University of Michigan as an Assistant Professor. News: Our BlinkDB paper. Won EuroSys 2013's Best Paper Award! Is adopting our DBSeer.

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Welcome to the Electrical Engineering and Computer Science Technical Seminar Series. The series is intended to provide breath of exposure to a variety of state-of-the-art research projects in electrical engineering and computer science topics to our EECS graduate students, as well as promote collaboration and knowledge exchange with distinguished researchers in the EECS field and related disciplines. All seminars take place on Friday at noon in COB1 (CLSSRM) 267 unless otherwise posted. Daniel Winkler re...

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https://gigaom.com/2014/07/03/cloudera-impalas-it-for-interactive-sql-on-hadoop-but-everything-else-will-move-to-spark

The industry leader in emerging technology research. Cloudera: Impala’s it for interactive SQL on Hadoop; everything else will move to Spark. Jul 3, 2014 - 5:45 PM PDT. Credit: (c) 2012 Pinar Ozger pinar@pinarozger.com. Despite some speculation over the past few days. Simply put, Olson said Impala is the future of interactive SQL queries on top of Hadoop as far as Cloudera is concerned. Impala is flat-out faster than the fastest thing Hortonworks or anyone else has ever done with Hive, he said. Actually,...

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BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data

Queries with Bounded Errors and Bounded Response Times on Very Large Data. BlinkDB Developer Alpha 0.2.0 Released! BlinkDB has been demonstrated live at VLDB 2012. On a 100 node Amazon EC2 cluster answering a range of queries on 17 TBs of data in less than 2 seconds (over 200x faster than Hive), within an error of 2-10%. BlinkDB Vs. No Sampling. BlinkDB Developer Alpha 0.2.0. Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica. Know...

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