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Chengjie Qin
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2010 – 2019
- 2017
- [j3]Chengjie Qin, Martin Torres, Florin Rusu:
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. 10(10): 986-997 (2017) - [c6]Chengjie Qin, Florin Rusu:
Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. SSDBM 2017: 8:1-8:12 - 2016
- [b1]Chengjie Qin:
GLADE-ML: A Database For Big Data Analytics. University of California, Merced, USA, 2016 - [i3]Chengjie Qin, Florin Rusu:
Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. CoRR abs/1602.08845 (2016) - 2015
- [j2]Florin Rusu, Chengjie Qin, Martin Torres:
Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. 38(3): 30-43 (2015) - [c5]Chengjie Qin, Florin Rusu:
Speculative Approximations for Terascale Distributed Gradient Descent Optimization. DanaC@SIGMOD 2015: 1:1-1:10 - [i2]Chengjie Qin, Florin Rusu:
Speculative Approximations for Terascale Analytics. CoRR abs/1501.00255 (2015) - 2014
- [j1]Chengjie Qin, Florin Rusu:
PF-OLA: a high-performance framework for parallel online aggregation. Distributed Parallel Databases 32(3): 337-375 (2014) - 2013
- [c4]Chengjie Qin, Florin Rusu:
Sampling Estimators for Parallel Online Aggregation. BNCOD 2013: 204-217 - [c3]Chengjie Qin, Florin Rusu:
Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. DanaC@SIGMOD 2013: 16-20 - [c2]Chengjie Qin, Florin Rusu:
Parallel online aggregation in action. SSDBM 2013: 46:1-46:4 - 2012
- [c1]Yu Cheng, Chengjie Qin, Florin Rusu:
GLADE: big data analytics made easy. SIGMOD Conference 2012: 697-700 - [i1]Chengjie Qin, Florin Rusu:
PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation. CoRR abs/1206.0051 (2012)
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