Bingjing Zhang

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Machine Learning

Fault Tolerance

Top Venues

Future Gener. Comput. Syst.

Publications

Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing
Fault Tolerance in Iterative-Convergent Machine Learning. ICML (2019)
Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing
Fault Tolerance in Iterative-Convergent Machine Learning. CoRR (2018)
Kai Zhen, Mridul Birla, David J. Crandall, Bingjing Zhang, Judy Qiu
Hybrid Supervised-unsupervised Image Topic Visualization with Convolutional Neural Network and LDA. CoRR (2017)
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)
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)
Bingjing Zhang, Bo Peng, Judy Qiu
High Performance LDA through Collective Model Communication Optimization. ICCS (2016)
Bingjing Zhang, Bo Peng, Judy Qiu
Model-centric computation abstractions in machine learning applications. BeyondMR@SIGMOD (2016)
Bingjing Zhang
A Collective Communication Layer for the Software Stack of Big Data Analytics. IC2E Workshops (2016)
Bingjing Zhang, Yang Ruan, Judy Qiu
Harp: Collective Communication on Hadoop. IC2E (2015)
Bingjing Zhang, Judy Qiu
High performance clustering of social images in a map-collective programming model. SoCC (2013)
Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu
Scalable parallel computing on clouds using Twister4Azure iterative MapReduce. Future Gener. Comput. Syst. 29 (4) (2013)
Judy Qiu, Bingjing Zhang
Mammoth Data in the Cloud: Clustering Social Images. High Performance Computing Workshop (1) (2012)
Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu
Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure. UCC (2011)
Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox
Twister: a runtime for iterative MapReduce. HPDC (2010)
Bingjing Zhang, Yang Ruan, Tak-Lon Wu, Judy Qiu, Adam Hughes, Geoffrey C. Fox
Applying Twister to Scientific Applications. CloudCom (2010)
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) (2010)