Cumulon: optimizing statistical data analysis in the cloud B Huang, S Babu, J Yang Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013 | 99 | 2013 |
Resource elasticity for large-scale machine learning B Huang, M Boehm, Y Tian, B Reinwald, S Tatikonda, FR Reiss Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015 | 73 | 2015 |
Cümülön: Matrix-based data analytics in the cloud with spot instances B Huang, NWD Jarrett, S Babu, S Mukherjee, J Yang Proceedings of the VLDB Endowment 9 (3), 156-167, 2015 | 22 | 2015 |
Tempura: A General Cost Based Optimizer Framework for Incremental Data Processing (Extended Version) Z Wang, K Zeng, B Huang, W Chen, X Cui, B Wang, J Liu, L Fan, D Qu, ... arXiv preprint arXiv:2009.13631, 2020 | 13 | 2020 |
Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing Z Wang, K Zeng, B Huang, W Chen, X Cui, B Wang, J Liu, L Fan, D Qu, ... Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 10 | 2020 |
Cümülön-D: data analytics in a dynamic spot market B Huang, J Yang Proceedings of the VLDB Endowment 10 (8), 865-876, 2017 | 10 | 2017 |
Tempura: a general cost-based optimizer framework for incremental data processing Z Wang, K Zeng, B Huang, W Chen, X Cui, B Wang, J Liu, L Fan, D Qu, ... Proceedings of the VLDB Endowment 14 (1), 14-27, 2020 | | 2020 |
Cumulon: Simplified Matrix-Based Data Analytics in the Cloud B Huang Duke University, 2016 | | 2016 |
CPS216 Project Report Matrix Multiplication in MapReduce B Huang, Y Wu | | |
Data Engineering E Gribkoff, D Suciu, G Van den Broeck, C Ré, AA Sadeghian, Z Shan, ... | | |