41 citations · 55 across the 5 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.DC2019
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…
cs.CR2019
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…
cs.DS2019★ 3 cited
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…