Algorithmic and Statistical Perspectives on Large-Scale Data Analysis

Combinatorial Scientific Computing - Chapman & Hall/CRC Computational Science ◽

10.1201/b11644-17 ◽

2012 ◽

pp. 427-469 ◽

Author(s):

Michael Mahoney

Keyword(s):

Data Analysis ◽

Large Scale ◽

Large Scale Data ◽

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Parallel index and query for large scale data analysis

Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '11 ◽

10.1145/2063384.2063424 ◽

2011 ◽

Author(s):

Jerry Chou ◽

Rob D. Ryne ◽

Mark Howison ◽

Brian Austin ◽

Kesheng Wu ◽

...

Keyword(s):

Data Analysis ◽

Large Scale ◽

Large Scale Data ◽

Parallel Index ◽

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A distributed data management system to support large-scale data analysis

Journal of Systems and Software ◽

10.1016/j.jss.2018.11.007 ◽

2019 ◽

Vol 148 ◽

pp. 105-115 ◽

Author(s):

Tamer Z. Emara ◽

Joshua Zhexue Huang

Keyword(s):

Data Analysis ◽

Data Management ◽

Management System ◽

Large Scale ◽

Data Management System ◽

Distributed Data ◽

Distributed Data Management ◽

Large Scale Data ◽

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Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3219819.3219927 ◽

2018 ◽

Author(s):

Alex Gittens ◽

Kai Rothauge ◽

Shusen Wang ◽

Michael W. Mahoney ◽

Lisa Gerhardt ◽

...

Keyword(s):

Data Analysis ◽

High Performance Computing ◽

High Performance ◽

Large Scale ◽

Large Scale Data ◽

Performance Computing ◽

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Large-Scale Data Analysis Using Heuristic Methods

Informatica ◽

10.15388/informatica.2011.310 ◽

2011 ◽

Vol 22 (1) ◽

pp. 1-10 ◽

Author(s):

Gintautas Dzemyda ◽

Leonidas Sakalauskas

Keyword(s):

Data Analysis ◽

Large Scale ◽

Heuristic Methods ◽

Large Scale Data ◽

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EDA and ML -- A Perfect Pair for Large-Scale Data Analysis

2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum ◽

10.1109/ipdpsw.2013.118 ◽

2013 ◽

Author(s):

Ryan Hafen ◽

Terence Critchlow

Keyword(s):

Data Analysis ◽

Large Scale ◽

Large Scale Data ◽

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Session details: Research session 5: large-scale data analysis

Proceedings of the 35th SIGMOD international conference on Management of data - SIGMOD '09 ◽

10.1145/3257453 ◽

2009 ◽

Author(s):

Nesime Tatbul

Keyword(s):

Data Analysis ◽

Large Scale ◽

Large Scale Data ◽

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The Relationship Between Rational Choice Theory and Large-Scale Data Analysis—Past Developments and Future Perspectives

Rational Choice Theory and Large-Scale Data Analysis ◽

10.4324/9780429303753-1 ◽

2019 ◽

pp. 3-27 ◽

Author(s):

Hans-Peter Blossfeld ◽

Gerald Prein

Keyword(s):

Data Analysis ◽

Rational Choice ◽

Large Scale ◽

Rational Choice Theory ◽

Choice Theory ◽

Future Perspectives ◽

Large Scale Data ◽

The Relationship ◽

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Parallel Partial Reduction for Large-Scale Data Analysis and Visualization

2018 IEEE 8th Symposium on Large Data Analysis and Visualization (LDAV) ◽

10.1109/ldav.2018.8739165 ◽

2018 ◽

Author(s):

Wenbin He ◽

Hanqi Guo ◽

Tom Peterka ◽

Sheng Di ◽

Franck Cappello ◽

...

Keyword(s):

Data Analysis ◽

Large Scale ◽

Partial Reduction ◽

Large Scale Data ◽

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Join Optimization for Large-Scale Data Analysis in MapReduce

Emerging Technologies for Information Systems, Computing, and Management - Lecture Notes in Electrical Engineering ◽

10.1007/978-1-4614-7010-6_73 ◽

2013 ◽

pp. 651-657

Author(s):

Li Zhang ◽

Shicheng Xu ◽

Chengbao Peng

Keyword(s):

Data Analysis ◽

Large Scale ◽

Large Scale Data ◽

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Design and analysis of a multi-dimensional data sampling service for large scale data analysis applications

Proceedings 20th IEEE International Parallel & Distributed Processing Symposium ◽

10.1109/ipdps.2006.1639315 ◽

2006 ◽

Author(s):

Xi Zhang ◽

T. Kurc ◽

J. Saltz ◽

S. Parthasarathy

Keyword(s):

Data Analysis ◽

Large Scale ◽

Data Sampling ◽

Large Scale Data ◽

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