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2010 – 2019
- 2019
[c12]Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing:
Fault Tolerance in Iterative-Convergent Machine Learning. ICML 2019: 5220-5230- 2018
- [i2]Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing:
Fault Tolerance in Iterative-Convergent Machine Learning. CoRR abs/1810.07354 (2018) - 2017
- [c11]Langshi Chen, Bo Peng, Bingjing Zhang, Tony Liu
, Yiming Zou, Lei Jiang, Robert Henschel, Craig A. Stewart, Zhang Zhang, Emily McCallum, Zahniser Tom, Jon Omer, Judy Qiu:
Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters. CLOUD 2017: 82-89 - [c10]Bo Peng, Bingjing Zhang, Langshi Chen, Mihai Avram, Robert Henschel, Craig A. Stewart, Shaojuan Zhu, Emily McCallum, Lisa Smith, Tom Zahniser, Jon Omer, Judy Qiu:
HarpLDA+: Optimizing latent dirichlet allocation for parallel efficiency. IEEE BigData 2017: 243-252 - [i1]Kai Zhen, Mridul Birla, David J. Crandall, Bingjing Zhang, Judy Qiu:
Hybrid Supervised-unsupervised Image Topic Visualization with Convolutional Neural Network and LDA. CoRR abs/1703.05243 (2017) - 2016
- [c9]Bingjing Zhang:
A Collective Communication Layer for the Software Stack of Big Data Analytics. IC2E Workshops 2016: 204-206 - [c8]Bingjing Zhang, Bo Peng, Judy Qiu:
High Performance LDA through Collective Model Communication Optimization. ICCS 2016: 86-97 - [c7]Bingjing Zhang, Bo Peng, Judy Qiu:
Model-centric computation abstractions in machine learning applications. BeyondMR@SIGMOD 2016: 3 - 2015
- [c6]Bingjing Zhang, Yang Ruan, Judy Qiu:
Harp: Collective Communication on Hadoop. IC2E 2015: 228-233 - 2013
- [j2]Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu:
Scalable parallel computing on clouds using Twister4Azure iterative MapReduce. Future Gener. Comput. Syst. 29(4): 1035-1048 (2013) - [c5]Bingjing Zhang, Judy Qiu:
High performance clustering of social images in a map-collective programming model. SoCC 2013: 44:1-44:2 - 2012
- [c4]Judy Qiu, Bingjing Zhang:
Mammoth Data in the Cloud: Clustering Social Images. High Performance Computing Workshop (1) 2012: 231-246 - 2011
- [c3]Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu:
Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure. UCC 2011: 97-104 - 2010
- [j1]Judy Qiu, Jaliya Ekanayake, Thilina Gunarathne, Jong Youl Choi, Seung-Hee Bae, Hui Li, Bingjing Zhang, Tak-Lon Wu, Yang Ruan, Saliya Ekanayake, Adam Hughes, Geoffrey C. Fox:
Hybrid cloud and cluster computing paradigms for life science applications. BMC Bioinform. 11(S-12): S3 (2010) - [c2]Bingjing Zhang, Yang Ruan, Tak-Lon Wu, Judy Qiu, Adam Hughes, Geoffrey C. Fox:
Applying Twister to Scientific Applications. CloudCom 2010: 25-32 - [c1]Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox:
Twister: a runtime for iterative MapReduce. HPDC 2010: 810-818
Coauthor Index
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