41 citations · 55 across the 5 of their papers we have counts for
6 papers
Bitcoin Transaction Forecasting with Deep Network Representation Learning
Wenqi Wei, Qi Zhang, Ling Liu
Bitcoin and its decentralized computing paradigm for digital currency trading are one of the most disruptive technology in the 21st century. This paper presents a novel approach to…
DLB: Deep Learning Based Load Balancing
Xiaoke Zhu, Qi Zhang, Taining Cheng +3
In this paper, we introduce DLB, a Deep Learning based load Balancing mechanism, to effectively address the data skew problem. The key idea of DLB is to replace hash functions in t…
StackVault: Protection from Untrusted Functions
Qi Zhang, Zehra Sura, Ashish Kundu +3
Data exfiltration attacks have led to huge data breaches. Recently, the Equifax attack affected 147M users and a third-party library - Apache Struts - was alleged to be responsible…
Deep Learning Service for Efficient Data Distribution Aware Sorting
Xiaoke Zhu, Qi Zhang, Wei Zhou +1
In this paper, we present a neural network-enabled data distribution aware sorting method, coined as NN-sort. Our approach explores the potential of developing deep learning techni…
A Comparative Measurement Study of Deep Learning as a Service Framework
Yanzhao Wu, Ling Liu, Calton Pu +4
Big data powered Deep Learning (DL) and its applications have blossomed in recent years, fueled by three technological trends: a large amount of digitized data openly accessible, a…
A Comparative Study of Containers and Virtual Machines in Big Data Environment
Qi Zhang, Ling Liu, Calton Pu +3
Container technique is gaining increasing attention in recent years and has become an alternative to traditional virtual machines. Some of the primary motivations for the enterpris…