2 papers
cs.DB2026
Workload acceleration by optimizing materialized view selection using local search
Kaina Anderson, Yohanes Yohanie Fridelin Panduman, Yuya Sasaki +1
The growing size of database workloads has made view selection a key performance challenge. Materializing frequent sub-queries in workloads improves query efficiency, but it incurs…
cs.LG2025
Explainable Graph Neural Architecture Search via Monte-Carlo Tree Search (Full version)
Yuya Sasaki
The number of graph neural network (GNN) architectures has increased rapidly due to the growing adoption of graph analysis. Although we use GNNs in wide application scenarios, it i…