Analysis of a top-down bottom-up data analysis framework and software architecture design
Thesis: S.M. in Engineering and Management, Massachusetts Institute of Technology, School of Engineering, Institute for Data, Systems, and Society, System Design and Management Program, 2014.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2017
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| Online Access: | http://hdl.handle.net/1721.1/107346 |
| _version_ | 1826213362824904704 |
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| author | Wirsch, Anton |
| author2 | Stuart Madnick. |
| author_facet | Stuart Madnick. Wirsch, Anton |
| author_sort | Wirsch, Anton |
| collection | MIT |
| description | Thesis: S.M. in Engineering and Management, Massachusetts Institute of Technology, School of Engineering, Institute for Data, Systems, and Society, System Design and Management Program, 2014. |
| first_indexed | 2024-09-23T15:47:54Z |
| format | Thesis |
| id | mit-1721.1/107346 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T15:47:54Z |
| publishDate | 2017 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1073462019-04-10T23:10:49Z Analysis of a top-down bottom-up data analysis framework and software architecture design Wirsch, Anton Stuart Madnick. Massachusetts Institute of Technology. Engineering Systems Division. Massachusetts Institute of Technology. Institute for Data, Systems, and Society. System Design and Management Program. Massachusetts Institute of Technology. Engineering Systems Division. Institute for Data, Systems, and Society. System Design and Management Program. Engineering Systems Division. Thesis: S.M. in Engineering and Management, Massachusetts Institute of Technology, School of Engineering, Institute for Data, Systems, and Society, System Design and Management Program, 2014. Cataloged from PDF version of thesis. Includes bibliographical references (pages 70-71). Data analytics is currently a topic that is popular in academia and in industry. This is one form of bottom-up analysis, where insights are gained by analyzing data. System dynamics is the opposite, a top-down methodology, by gaining insight by analyzing the big picture. The merging of the two methodologies can possibly provide greater insight. What greater insight that can be gained is research that will be required in the future. The focus of this paper will be on the software connections for such a framework and how it can be automated. An analysis of the individual parts of the combined framework will be conducted along with current software tools that may be used. Lastly, a proposed software architecture design will be described. by Anton Wirsch. S.M. in Engineering and Management 2017-03-10T15:06:24Z 2017-03-10T15:06:24Z 2014 2014 Thesis http://hdl.handle.net/1721.1/107346 972911211 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 71 pages application/pdf Massachusetts Institute of Technology |
| spellingShingle | Institute for Data, Systems, and Society. System Design and Management Program. Engineering Systems Division. Wirsch, Anton Analysis of a top-down bottom-up data analysis framework and software architecture design |
| title | Analysis of a top-down bottom-up data analysis framework and software architecture design |
| title_full | Analysis of a top-down bottom-up data analysis framework and software architecture design |
| title_fullStr | Analysis of a top-down bottom-up data analysis framework and software architecture design |
| title_full_unstemmed | Analysis of a top-down bottom-up data analysis framework and software architecture design |
| title_short | Analysis of a top-down bottom-up data analysis framework and software architecture design |
| title_sort | analysis of a top down bottom up data analysis framework and software architecture design |
| topic | Institute for Data, Systems, and Society. System Design and Management Program. Engineering Systems Division. |
| url | http://hdl.handle.net/1721.1/107346 |
| work_keys_str_mv | AT wirschanton analysisofatopdownbottomupdataanalysisframeworkandsoftwarearchitecturedesign |