Black-box cost model for RocksDB
This project aims to understand the performance characteristics of RocksDB, a high-performance embedded database, by analyzing the latency of its core operations (Put, Get, and Seek) under various configurations. The primary objective of this project is to explore and evaluate developing a cost mode...
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| Format: | Final Year Project |
| Language: | English |
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Nanyang Technological University
2025
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| Online Access: | https://hdl.handle.net/10356/184155 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | This project aims to understand the performance characteristics of RocksDB, a high-performance embedded database, by analyzing the latency of its core operations (Put, Get, and Seek) under various configurations. The primary objective of this project is to explore and evaluate developing a cost model while treating RocksDB as a blackbox. That is, the model should predict the latency of RocksDB operations based on external factors like workload characteristics. |
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