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Book Open access Sep 2026

TellyTune: Exploring the Limits of LLM-Assisted Tuning for LSM-Based Key-Value Stores

Log-structured merge-tree-basedkey-value stores(LSM-KVSs) expose hundreds of configuration knobs to support diverse deployments. Navigating this configuration space remains difficult because good settings depend on workload behavior, hardware limits, resource budgets, and LSM-KVS internal state. Recent LLM-based tuners...

Viraj Thakkar, Qi Lin, Kenanya Prasetyo et al. · 1 citation
#artificial intelligence Preprint Sep 2026

TabJoinBench: A Benchmark for Joinable Table Discovery

Join discovery aims to identify tables from large data repositories that can augment a query table with complementary information, enabling downstream tasks such as data exploration, feature engineering, and business intelligence. Although numerous join discovery methods have been proposed, existing studies rely on met...

S. De, Jin Wang, Vivek Gupta · 0 citations

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