3 citations · 9 across the 3 of their papers we have counts for
5 papers · 1 filter
When Private Blockchain Meets Deterministic Database
Ziliang Lai, Chris Liu, Eric Lo
Private blockchain as a replicated transactional system shares many commonalities with distributed database. However, the intimacy between private blockchain and deterministic data…
Dash: Scalable Hashing on Persistent Memory
Baotong Lu, Xiangpeng Hao, Tianzheng Wang +1
Byte-addressable persistent memory (PM) brings hash tables the potential of low latency, cheap persistence and instant recovery. The recent advent of Intel Optane DC Persistent Mem…
Top-K Deep Video Analytics: A Probabilistic Approach
Ziliang Lai, Chenxia Han, Chris Liu +3
The impressive accuracy of deep neural networks (DNNs) has created great demands on practical analytics over video data. Although efficient and accurate, the latest video analytic…
Towards Self-Tuning Parameter Servers
Chris Liu, Pengfei Zhang, Bo Tang +4
Recent years, many applications have been driven advances by the use of Machine Learning (ML). Nowadays, it is common to see industrial-strength machine learning jobs that involve…
InferSpark: Statistical Inference at Scale
Zhuoyue Zhao, Jialing Pei, Eric Lo +2
The Apache Spark stack has enabled fast large-scale data processing. Despite a rich library of statistical models and inference algorithms, it does not give domain users the abilit…