| 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 | 1283 | 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, 1-6, 2010 | 102 | 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 | 90 | 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 | 53 | 2010 |
| Harp: Collective Communication on Hadoop B Zhang, Y Ruan, J Qiu IC2E, 2015 | 46 | 2015 |
| Fault Tolerance in Iterative-Convergent Machine Learning A Qiao, B Aragam, B Zhang, E Xing ICML, 2019 | 42 | 2019 |
| 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 | 27 | 2011 |
| High performance lda through collective model communication optimization B Zhang, B Peng, J Qiu Procedia Computer Science 80, 86-97, 2016 | 24 | 2016 |
| 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 | 23 | 2017 |
| Mammoth data in the cloud: Clustering social images J Qiu, B Zhang Cloud Computing and Big Data 23, 231, 2013 | 20 | 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 | 13 | 2016 |
| 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 | 12 | 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 | 9 | 2013 |
| A collective communication layer for the software stack of big data analytics B Zhang 2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW …, 2016 | 5 | 2016 |
| Parallelizing Big Data Machine Learning Applications with Model Rotation B Zhang, B Peng, J Qiu New Frontiers in High Performance Computing, 2017 | 4 | 2017 |
