69 citations · 80 across the 5 of their papers we have counts for
6 papers
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…
Are Updatable Learned Indexes Ready?
Chaichon Wongkham, Baotong Lu, Chris Liu +3
Recently, numerous promising results have shown that updatable learned indexes can perform better than traditional indexes with much lower memory space consumption. But it is unkno…
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…
Decentralized Search on Decentralized Web
Ziliang Lai, Chris Liu, Eric Lo +2
Decentralized Web, or DWeb, is envisioned as a promising future of the Web. Being decentralized, there are no dedicated web servers in DWeb; Devices that retrieve web contents also…
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…