Bingjing Zhang
Bingjing Zhang
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Twister: a runtime for iterative mapreduce
J Ekanayake, H Li, B Zhang, T Gunarathne, SH Bae, J Qiu, G Fox
Proceedings of the 19th ACM international symposium on high performance …, 2010
Hybrid cloud and cluster computing paradigms for life science applications
J Qiu, J Ekanayake, T Gunarathne, JY Choi, SH Bae, H Li, B Zhang, ...
BMC bioinformatics 11 (12), 1-6, 2010
Scalable parallel computing on clouds using Twister4Azure iterative MapReduce
T Gunarathne, B Zhang, TL Wu, J Qiu
Future Generation Computer Systems 29 (4), 1035-1048, 2013
Applying twister to scientific applications
B Zhang, Y Ruan, TL Wu, J Qiu, A Hughes, G Fox
2010 IEEE Second International Conference on Cloud Computing Technology and …, 2010
Harp: Collective Communication on Hadoop
B Zhang, Y Ruan, J Qiu
IC2E, 2015
Portable parallel programming on cloud and hpc: Scientific applications of twister4azure
T Gunarathne, B Zhang, TL Wu, J Qiu
2011 Fourth IEEE International Conference on Utility and Cloud Computing, 97-104, 2011
Fault Tolerance in Iterative-Convergent Machine Learning
A Qiao, B Aragam, B Zhang, E Xing
ICML, 2019
Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters
L Chen, B Peng, B Zhang, T Liu, Y Zou, L Jiang, R Henschel, C Stewart, ...
IEEE Cloud, 2017
High performance lda through collective model communication optimization
B Zhang, B Peng, J Qiu
Procedia Computer Science 80, 86-97, 2016
Mammoth data in the cloud: Clustering social images
J Qiu, B Zhang
Cloud Computing and Big Data 23, 231, 2013
HarpLDA+: Optimizing Latent Dirichlet Allocation for Parallel Efficiency
B Peng, B Zhang, L Chen, M Avram, R Henschel, C Stewart, S Zhu, ...
IEEE Big Data, 2017
High performance clustering of social images in a map-collective programming model
B Zhang, J Qiu
Proceedings of the 4th annual Symposium on Cloud Computing, 1-2, 2013
Model-centric computation abstractions in machine learning applications
B Zhang, B Peng, J Qiu
Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for …, 2016
Parallelizing Big Data Machine Learning Applications with Model Rotation
B Zhang, B Peng, J Qiu
New Frontiers in High Performance Computing, 2017
A collective communication layer for the software stack of big data analytics
B Zhang
2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW …, 2016
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