2 papers
cs.DB2025
Evaluating Learned Query Performance Prediction Models at LinkedIn: Challenges, Opportunities, and Findings
Chujun Song, Slim Bouguerra, Erik Krogen +1
Recent advancements in learning-based query performance prediction models have demonstrated remarkable efficacy. However, these models are predominantly validated using synthetic d…
cs.DB2024
Bullion: A Column Store for Machine Learning
Gang Liao, Ye Liu, Jianjun Chen +1
The past two decades have witnessed significant success in applying columnar storage to data warehousing and analytics. However, the rapid growth of machine learning poses new chal…