Chengjie Qin

Publication Activity (10 Years)

Years Active: 2012-2017
Publications (10 Years): 3

Top Topics

Big Data Analytics

Introduce A General Framework

Sampling Strategies

Top Venues

Proc. VLDB Endow.

University of California, Merced, USA (PHD)

Education History

University of California, Merced, USA

PHD

Publications

Chengjie Qin, Florin Rusu
Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. SSDBM (2017)
Chengjie Qin, Martin Torres, Florin Rusu
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. 10 (10) (2017)
Chengjie Qin, Florin Rusu
Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. CoRR (2016)
Chengjie Qin, Florin Rusu
Speculative Approximations for Terascale Analytics. CoRR (2015)
Chengjie Qin, Florin Rusu
Speculative Approximations for Terascale Distributed Gradient Descent Optimization. DanaC@SIGMOD (2015)
Florin Rusu, Chengjie Qin, Martin Torres
Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. 38 (3) (2015)
Chengjie Qin, Florin Rusu
PF-OLA: a high-performance framework for parallel online aggregation. Distributed Parallel Databases 32 (3) (2014)
Chengjie Qin, Florin Rusu
Sampling Estimators for Parallel Online Aggregation. BNCOD (2013)
Chengjie Qin, Florin Rusu
Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. DanaC@SIGMOD (2013)
Chengjie Qin, Florin Rusu
Parallel online aggregation in action. SSDBM (2013)
Chengjie Qin, Florin Rusu
PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation CoRR (2012)
Yu Cheng, Chengjie Qin, Florin Rusu
GLADE: big data analytics made easy. SIGMOD Conference (2012)