University of Twente Student Theses
QuestionMark : designing a benchmark for probabilistic databases
Zandbergen, Nikki (2023) QuestionMark : designing a benchmark for probabilistic databases.
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| Abstract: | As increasing volumes of uncertain data are produced every day, the need for a mature probabilistic database management system grows. Various probabilistic database systems have been developed throughout the years, but none seems robust enough to function in a real-world environment. To aid the development of a robust system, The QuestionMark Benchmark for Probabilistic Databases has been developed. QuestionMark is a benchmark specifically designed for real-world strain testing of probabilistic databases. QuestionMark covers a wide range of functionalities, so that any application area can be tested. To validate the performance of the benchmark, the state-of-the-art probabilistic database MayBMS and the novel probabilistic database DuBio are run through the benchmark to evaluate their effectiveness, efficiency and appeal. Empirical evaluation shows that QuestionMark is a promising technology and can fulfil its purpose. |
| Item Type: | Essay (Master) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science MSc (60300) |
| Link to this item: | https://purl.utwente.nl/essays/96148 |
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