117 citations · 118 across the 7 of their papers we have counts for
7 papers
IRG: Modular Synthetic Relational Database Generation with Complex Relational Schemas
Jiayu Li, Zilong Zhao, Milad Abdollahzadeh +2
Relational databases (RDBs) are widely used by corporations and governments to store multiple related tables. Their relational schemas pose unique challenges to synthetic data gene…
The Role of Federated Learning in a Wireless World with Foundation Models
Zihan Chen, Howard H. Yang, Y. C. Tay +2
Foundation models (FMs) are general-purpose artificial intelligence (AI) models that have recently enabled multiple brand-new generative AI applications. The rapid advances in FMs…
Dominant Eigenvalue-Eigenvector Pair Estimation via Graph Infection
Kaiyuan Yang, Li Xia, Y. C. Tay
We present a novel method to estimate the dominant eigenvalue and eigenvector pair of any non-negative real matrix via graph infection. The key idea in our technique lies in approx…
A review of analytical performance modeling and its role in computer engineering and science
Y. C. Tay
This article is a review of analytical performance modeling for computer systems. It discusses the motivation for this area of research, examines key issues, introduces some ideas,…
A tool framework for tweaking features in synthetic datasets
J. W. Zhang, Y. C. Tay
Researchers and developers use benchmarks to compare their algorithms and products. A database benchmark must have a dataset D. To be application-specific, this dataset D should be…
A Utility Optimization Approach to Network Cache Design
Mostafa Dehghan, Laurent Massoulie, Don Towsley +2
In any caching system, the admission and eviction policies determine which contents are added and removed from a cache when a miss occurs. Usually, these policies are devised so as…