4 citations · 9 across the 4 of their papers we have counts for
4 papers
Workload-Aware Incremental Reclustering in Cloud Data Warehouses
Yipeng Liu, Renfei Zhou, Jiaqi Yan +1
Modern cloud data warehouses store data in micro-partitions and rely on metadata (e.g., zonemaps) for efficient data pruning during query processing. Maintaining data clustering in…
Cost-Intelligent Data Analytics in the Cloud
Huanchen Zhang, Yihao Liu, Jiaqi Yan
For decades, database research has focused on optimizing performance under fixed resources. As more and more database applications move to the public cloud, we argue that it is tim…
Database-Agnostic Workload Management
Shrainik Jain, Jiaqi Yan, Thierry Cruane +1
We present a system to support generalized SQL workload analysis and management for multi-tenant and multi-database platforms. Workload analysis applications are becoming more soph…
Query2Vec: An Evaluation of NLP Techniques for Generalized Workload Analytics
Shrainik Jain, Bill Howe, Jiaqi Yan +1
We consider methods for learning vector representations of SQL queries to support generalized workload analytics tasks, including workload summarization for index selection and pre…