Index tuning is critical for the performance of modern database systems. Industrial index tuners, such as the Database Tuning Advisor (DTA) developed for Microsoft SQL Server, rely on the”what-if”API ...
Fine-tuning T5-based transformer models to automatically generate SQL queries from natural language questions using the Spider benchmark dataset. text-to-sql/ ├── src/ │ ├── data/ │ │ ├── dataset.py # ...
Abstract: The large language model (LLM)-based knob tuning method has attracted considerable attention due to its excellent in-context learning ability and generalizability. However, the existing ...
Abstract: Persistent key-value stores on SSDs, such as RocksDB, are critical to many data-intensive services where performance is tightly coupled with I/O workload behavior. However, existing studies ...
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