Bingjing Zhang

According to our database, Bingjing Zhang authored at least 15 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Fault Tolerance in Iterative-Convergent Machine Learning.

Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing

Proceedings of the 36th International Conference on Machine Learning, 2019

2017

Hybrid Supervised-unsupervised Image Topic Visualization with Convolutional Neural Network and LDA.

Kai Zhen, Mridul Birla, David J. Crandall, Bingjing Zhang, Judy Qiu

CoRR, 2017

HarpLDA+: Optimizing latent dirichlet allocation for parallel efficiency.

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

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters.

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

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

Model-centric computation abstractions in machine learning applications.

Bingjing Zhang, Bo Peng, Judy Qiu

Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2016

High Performance LDA through Collective Model Communication Optimization.

Bingjing Zhang, Bo Peng, Judy Qiu

Proceedings of the International Conference on Computational Science 2016, 2016

A Collective Communication Layer for the Software Stack of Big Data Analytics.

Bingjing Zhang

Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

2015

Harp: Collective Communication on Hadoop.

Bingjing Zhang, Yang Ruan, Judy Qiu

Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

2013

Scalable parallel computing on clouds using Twister4Azure iterative MapReduce.

Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu

Future Gener. Comput. Syst., 2013

High performance clustering of social images in a map-collective programming model.

Bingjing Zhang, Judy Qiu

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012

Mammoth Data in the Cloud: Clustering Social Images.

Judy Qiu, Bingjing Zhang

Proceedings of the Transition of HPC Towards Exascale Computing, 2012

2011

Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure.

Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu

Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

2010

Hybrid cloud and cluster computing paradigms for life science applications.

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

BMC Bioinform., 2010

Twister: a runtime for iterative MapReduce.

Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox

Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Applying Twister to Scientific Applications.

Bingjing Zhang, Yang Ruan, Tak-Lon Wu, Judy Qiu, Adam Hughes, Geoffrey C. Fox

Proceedings of the Cloud Computing, Second International Conference, 2010