211 citations · 523 across the 28 of their papers we have counts for
5 papers · 1 filter
Database Meets Deep Learning: Challenges and Opportunities
Wei Wang, Meihui Zhang, Gang Chen +3
Deep learning has recently become very popular on account of its incredible success in many complex data-driven applications, such as image classification and speech recognition. T…
Coresets for Minimum Enclosing Balls over Sliding Windows
Yanhao Wang, Yuchen Li, Kian-Lee Tan
\emph{Coresets} are important tools to generate concise summaries of massive datasets for approximate analysis. A coreset is a small subset of points extracted from the original po…
Transparent Concurrency Control: Decoupling Concurrency Control from DBMS
Ningnan Zhou, Xuan Zhou, Kian-lee Tan +1
For performance reasons, conventional DBMSes adopt monolithic architectures. A monolithic design cripples the adaptability of a DBMS, making it difficult to customize, to meet part…
Semantic and Influence aware k-Representative Queries over Social Streams
Yanhao Wang, Yuchen Li, Kian-Lee Tan
Massive volumes of data continuously generated on social platforms have become an important information source for users. A primary method to obtain fresh and valuable information…
Cooperation Speeds Surfing: Use Co-Bandit!
Anuja Meetoo Appavoo, Seth Gilbert, Kian-Lee Tan
In this paper, we explore the benefit of cooperation in adversarial bandit settings. As a motivating example, we consider the problem of wireless network selection. Mobile devices…