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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.
· Proceedings of the 19th ACM... · 1 citation