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Published byTorvald Edvardsen Modified over 5 years ago
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Comparison of SQL relational database document NoSQL database MongoDB
and document NoSQL database MongoDB Yong Shao & Jun Feng
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RDBMS: Store relations Fixed schema Good for small, medium data size MongoDB: Schemaless Big data High performance Not good for strong related data, transactional operation
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Design Variable How to control Services
Laptop I CPU, 8GB RAM, 128 GBSSD Services Running two services at same time Data Resource (health) Data Size 1k, k, k Query Select, count, find
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Application NoSQL SQL Database Editor Robomongo
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Result MongoDB query 1k count count time 50k 160k total discharges 13
query 1k count count time 50k 160k total discharges 13 0.003 46 0.001 1893 0.04 0.004 6686 0.1 100 0.002 1 73 235 State IL 52 2444 7909 HI 0.02 141 442 Oracle 0.055 0.01 0.2 0.005 0.007 0.026 0.075 0.009 0.225 0.025 0.008 0.029
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MongoDB Oracle Data size effect performance
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Feature Work 1. Set more bins of data size to test which is the best boundary for choosing NoSQL database. 2. Run more times to get more reliable raw data. 3. Try some complex queries to test performances of MongoDB and Oracle.
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Reference http://ieeexplore.ieee.org/document/7158433/
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Thank You
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