Browsing Mathematics (Faculty of) by Subject "data management"
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GraphflowDB: Scalable Query Processing on Graph-Structured Relations
(University of Waterloo, 2023-10-02)Finding patterns over graph-structured datasets is ubiquitous and integral to a wide range of analytical applications, e.g., recommendation and fraud detection. When expressed in the high-level query languages of database ... -
Scalability aspects of data cleaning
(University of Waterloo, 2021-01-27)Data cleaning has become one of the important pre-processing steps for many data science, data analytics, and machine learning applications. According to a survey by Gartner, more than 25% of the critical data in the world's ...