3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.DB2025★ 3 cited
The Cambridge Report on Database Research
Anastasia Ailamaki, Samuel Madden, Daniel Abadi +43
On October 19 and 20, 2023, the authors of this report convened in Cambridge, MA, to discuss the state of the database research field, its recent accomplishments and ongoing challe…
cs.LG2023
Saturn: Efficient Multi-Large-Model Deep Learning
Kabir Nagrecha, Arun Kumar
In this paper, we propose Saturn, a new data system to improve the efficiency of multi-large-model training (e.g., during model selection/hyperparameter optimization). We first ide…
cs.DB2023
An Optimized Tri-store System for Multi-model Data Analytics
Xiuwen Zheng, Subhasis Dasgupta, Arun Kumar +1
Data science applications increasingly rely on heterogeneous data sources and analytics. This has led to growing interest in polystore systems, especially analytical polystores. In…