21 citations · 27 across the 4 of their papers we have counts for
5 papers
Integrative Dynamic Reconfiguration in a Parallel Stream Processing Engine
Kasper Grud Skat Madsen, Yongluan Zhou, Jianneng Cao
Load balancing, operator instance collocations and horizontal scaling are critical issues in Parallel Stream Processing Engines to achieve low data processing latency, optimized cl…
Differentially Private -Means Clustering
Dong Su, Jianneng Cao, Ninghui Li +2
There are two broad approaches for differentially private data analysis. The interactive approach aims at developing customized differentially private algorithms for various data m…
Differentially Private Projected Histograms of Multi-Attribute Data for Classification
Dong Su, Jianneng Cao, Ninghui Li
In this paper, we tackle the problem of constructing a differentially private synopsis for the classification analyses. Several the state-of-the-art methods follow the structure of…
Publishing Microdata with a Robust Privacy Guarantee
Jianneng Cao, Panagiotis Karras
Today, the publication of microdata poses a privacy threat. Vast research has striven to define the privacy condition that microdata should satisfy before it is released, and devis…
PrivBasis: Frequent Itemset Mining with Differential Privacy
Ninghui Li, Wahbeh Qardaji, Dong Su +1
The discovery of frequent itemsets can serve valuable economic and research purposes. Releasing discovered frequent itemsets, however, presents privacy challenges. In this paper, w…