Lightweight Materialization for Fast Dashboards Over Joins

Z Huang, E Wu - Proceedings of the ACM on Management of Data, 2023 - dl.acm.org
Dashboards are vital in modern business intelligence tools, providing non-technical users
with an interface to access comprehensive business data. With the rise of cloud technology …

TablePuppet: A Generic Framework for Relational Federated Learning

L Xu, C Xie, Y Guo, G Alonso, B Li, G Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Current federated learning (FL) approaches view decentralized training data as a single
table, divided among participants either horizontally (by rows) or vertically (by columns) …

Calibration: A Simple Trick for Wide-table Delta Analytics

Z Huang, E Wu - arXiv preprint arXiv:2210.03851, 2022 - arxiv.org
Data analytics over normalized databases typically requires computing and materializing
expensive joins (wide-tables). Factorized query execution models execution as message …