149 citations · 610 across the 33 of their papers we have counts for
5 papers · 1 filter
Blockchains vs. Distributed Databases: Dichotomy and Fusion
Pingcheng Ruan, Tien Tuan Anh Dinh, Dumitrel Loghin +4
Blockchain has come a long way: a system that was initially proposed specifically for cryptocurrencies is now being adapted and adopted as a general-purpose transactional system. A…
5G: Agent for Further Digital Disruptive Transformations
Beng Chin Ooi, Gang Chen, Dumitrel Loghin +2
The fifth-generation (5G) mobile communication technologies are on the way to be adopted as the next standard for mobile networking. It is therefore timely to analyze the impact of…
The Disruptions of 5G on Data-driven Technologies and Applications
Dumitrel Loghin, Shaofeng Cai, Gang Chen +12
With 5G on the verge of being adopted as the next mobile network, there is a need to analyze its impact on the landscape of computing and data management. In this paper, we analyze…
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…
Effective and Efficient Dropout for Deep Convolutional Neural Networks
Shaofeng Cai, Yao Shu, Gang Chen +3
Convolutional Neural networks (CNNs) based applications have become ubiquitous, where proper regularization is greatly needed. To prevent large neural network models from overfitti…