Text-to-SQL translates natural-language questions into executable SQL, enabling non-expert access to relational databases. Despite advances in large language models (LLMs), reliable systems must ground questions in schemas and values, handle large schemas, and preserve semantic correctness. This survey reviews the evol...
In disaggregated storage architectures, compaction in LSM-trees is the dominant source of network traffic. Because every input SST must be fetched over the network, write amplification multiplies this data volume, leading to a measured network amplification (NA) of 8.72 × in our evaluation. Although existing remote-com...
Suhwan Shin, Jongmoo Choi, Seehwan Yoo et al.· Proceedings of the 18th ACM...· 0 citations
S-RocksDB is a sustainable admission controller that regulates foreground ingress to match the system's time-varying compaction capacity, which varies at runtime, since this capacity varies at runtime, and employs online reinforcement learning to discover a sustainable admission rate.
Ho-Jin Shin, Yong-Min Lee, Seehwan Yoo et al.· Proceedings of the VLDB Endo...· 0 citations
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