2 papers
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.DS2019
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…