Database engine integration and performance analysis of the BigDAWG polystore system
Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2017.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2018
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| Online Access: | http://hdl.handle.net/1721.1/113455 |
| _version_ | 1811082051923738624 |
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| author | Yu, Katherine (Katherine X.) |
| author2 | Michael Stonebraker. |
| author_facet | Michael Stonebraker. Yu, Katherine (Katherine X.) |
| author_sort | Yu, Katherine (Katherine X.) |
| collection | MIT |
| description | Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2017. |
| first_indexed | 2024-09-23T11:56:40Z |
| format | Thesis |
| id | mit-1721.1/113455 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T11:56:40Z |
| publishDate | 2018 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1134552019-04-11T00:30:48Z Database engine integration and performance analysis of the BigDAWG polystore system Yu, Katherine (Katherine X.) Michael Stonebraker. Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science. Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science. Electrical Engineering and Computer Science. Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2017. This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections. Cataloged from student-submitted PDF version of thesis. Includes bibliographical references (pages 55-56). The BigDAWG polystore database system aims to address workloads dealing with large, heterogeneous datasets. The need for such a system is motivated by an increase in Big Data applications dealing with disparate types of data, from large scale analytics to realtime data streams to text-based records, each suited for different storage engines. These applications often perform cross-engine queries on correlated data, resulting in complex query planning, data migration, and execution. One such application is a medical application built by the Intel Science and Technology Center (ISTC) on data collected from an intensive care unit (ICU). This thesis presents work done to add support for two commonly used database engines, Vertica and MySQL, to the BigDAWG system, as well as results and analysis from performance evaluation of the system using the TPC-H benchmark. by Katherine Yu. M. Eng. 2018-02-08T15:58:25Z 2018-02-08T15:58:25Z 2017 2017 Thesis http://hdl.handle.net/1721.1/113455 1020180216 eng MIT theses are protected by copyright. They may be viewed, downloaded, or printed from this source but further reproduction or distribution in any format is prohibited without written permission. http://dspace.mit.edu/handle/1721.1/7582 56 pages application/pdf Massachusetts Institute of Technology |
| spellingShingle | Electrical Engineering and Computer Science. Yu, Katherine (Katherine X.) Database engine integration and performance analysis of the BigDAWG polystore system |
| title | Database engine integration and performance analysis of the BigDAWG polystore system |
| title_full | Database engine integration and performance analysis of the BigDAWG polystore system |
| title_fullStr | Database engine integration and performance analysis of the BigDAWG polystore system |
| title_full_unstemmed | Database engine integration and performance analysis of the BigDAWG polystore system |
| title_short | Database engine integration and performance analysis of the BigDAWG polystore system |
| title_sort | database engine integration and performance analysis of the bigdawg polystore system |
| topic | Electrical Engineering and Computer Science. |
| url | http://hdl.handle.net/1721.1/113455 |
| work_keys_str_mv | AT yukatherinekatherinex databaseengineintegrationandperformanceanalysisofthebigdawgpolystoresystem |