211 citations · 245 across the 15 of their papers we have counts for
7 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…
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…
VCExplorer: A Interactive Graph Exploration Framework Based on Hub Vertices with Graph Consolidation
Huiju Wang, Zhengkui Wang, Kian-Lee Tan +3
Graphs have been widely used to model different information networks, such as the Web, biological networks and social networks (e.g. Twitter). Due to the size and complexity of the…
BLOCKBENCH: A Framework for Analyzing Private Blockchains
Tien Tuan Anh Dinh, Ji Wang, Gang Chen +3
Blockchain technologies are taking the world by storm. Public blockchains, such as Bitcoin and Ethereum, enable secure peer-to-peer applications like crypto-currency or smart contr…
UStore: A Distributed Storage With Rich Semantics
Anh Dinh, Ji Wang, Sheng Wang +9
Today's storage systems expose abstractions which are either too low-level (e.g., key-value store, raw-block store) that they require developers to re-invent the wheels, or too hig…
Trajectory Based Optimal Segment Computation in Road Network Databases
Xiaohui Li, Vaida Ceikute, Christian S. Jensen +1
Finding a location for a new facility such that the facility attracts the maximal number of customers is a challenging problem. Existing studies either model customers as static si…