Modern cloud platforms provide diverse compute services, including virtual machines, Function-as-a-Service, and Query-as-a-Service, each offering unique trade-offs in performance, elasticity, and cost. While these services collectively cover the diverse needs of OLAP workloads, existing systems typically rely on a sing...
Wen-Bo Li, Hao-Qiong Bian, Chao Zhang et al.· Proceedings of the ACM on Ma...· 0 citations
Hybrid queries—natural language questions over structured data that require both database capabilities and LLM reasoning—have recently emerged as a prominent research topic. However, existing solutions remain overly dependent on manual workflows, and current benchmarks are limited in scale and diversity. To bridge this...
Bo Li, Chenzhan Wang, Long-Kang Lin et al.· Proceedings of the 32nd ACM...· 0 citations
A large-scale benchmark with 60\sim 90× more queries than prior work, built on 3× more databases, an automated pipeline that can execute existing methods without manual intervention, and multi-dimensional, fine-grained evaluation metrics for comprehensive assessment.
Bo Li, Chenzhan Wang, Long-Kang Lin et al.· Proceedings of the 32nd ACM...· 0 citations
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