16 citations · 18 across the 4 of their papers we have counts for
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cs.LG2021★ 2 cited
BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters
Sami Alabed, Eiko Yoneki
Current auto-tuning frameworks struggle with tuning computer systems configurations due to their large parameter space, complex interdependencies, and high evaluation cost. Utilizi…
cs.LG2021★ 16 cited
High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB
Sami Alabed, Eiko Yoneki
RocksDB is a general-purpose embedded key-value store used in multiple different settings. Its versatility comes at the cost of complex tuning configurations. This paper investigat…