Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"data versioning"”.
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Effective data versioning for collaborative data analytics
With the massive proliferation of datasets in a variety of sectors, data science teams in these sectors spend vast amounts of time collaboratively constructing, curating, and analyzing these datasets. Versions of datasets are routinely generated during this data science process, via various data …
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Towards an Intelligent Built Environment: Digital Building Logbooks and AI Systems for Managing and Reasoning over BIM Data
… and reason over heterogeneous building data. Although Building Information Modeling (BIM) and standards such as IFC enable structured data exchange, their complexity still limits accessibility and reuse across disciplines. In parallel, Artificial Intelligence (AI) offers new …
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OrpheusDB: an attempt towards data version control on relational database
This thesis will cover the deign, manual, and implementation detail of OrpheusDB.
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Multi-versioned Data Storage and Iterative Processing in a Parallel Array Database Engine
Scientists today are able to generate data at an unprecedented scale and rate. For example the Sloan Digital Sky Survey (SDSS) generates 200GB of data containing millions of objects on each night on its routine operation. The large hadron collider is producing even more data today which is …