Chengjie Qin

According to our database, Chengjie Qin authored at least 13 papers between 2012 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2017

Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models.

Chengjie Qin, Martin Torres, Florin Rusu

Proc. VLDB Endow., 2017

Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics.

Chengjie Qin, Florin Rusu

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

2016

GLADE-ML: A Database For Big Data Analytics.

Chengjie Qin

PhD thesis, 2016

Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics.

Chengjie Qin, Florin Rusu

CoRR, 2016

2015

Scalable Analytics Model Calibration with Online Aggregation.

Florin Rusu, Chengjie Qin, Martin Torres

IEEE Data Eng. Bull., 2015

Speculative Approximations for Terascale Analytics.

Chengjie Qin, Florin Rusu

CoRR, 2015

Speculative Approximations for Terascale Distributed Gradient Descent Optimization.

Chengjie Qin, Florin Rusu

Proceedings of the Fourth Workshop on Data analytics in the Cloud, 2015

2014

PF-OLA: a high-performance framework for parallel online aggregation.

Chengjie Qin, Florin Rusu

Distributed Parallel Databases, 2014

2013

Parallel online aggregation in action.

Chengjie Qin, Florin Rusu

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE.

Chengjie Qin, Florin Rusu

Proceedings of the Second Workshop on Data Analytics in the Cloud, 2013

Sampling Estimators for Parallel Online Aggregation.

Chengjie Qin, Florin Rusu

Proceedings of the Big Data - 29th British National Conference on Databases, 2013

2012

PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation

Chengjie Qin, Florin Rusu

CoRR, 2012

GLADE: big data analytics made easy.

Yu Cheng, Chengjie Qin, Florin Rusu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012