| Automatic dimensionality selection from the scree plot via the use of profile likelihood M Zhu, A Ghodsi Computational Statistics & Data Analysis 51 (2), 918-930, 2006 | 305 | 2006 |
| Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds E Barshan, A Ghodsi, Z Azimifar, MZ Jahromi Pattern Recognition 44 (7), 1357-1371, 2011 | 227 | 2011 |
| Dimensionality reduction a short tutorial A Ghodsi Department of Statistics and Actuarial Science, Univ. of Waterloo, Ontario …, 2006 | 209 | 2006 |
| Choosy: Max-min fair sharing for datacenter jobs with constraints A Ghodsi, M Zaharia, S Shenker, I Stoica Proceedings of the 8th ACM European Conference on Computer Systems, 365-378, 2013 | 198 | 2013 |
| Coordination avoidance in database systems (Extended version) P Bailis, A Fekete, MJ Franklin, A Ghodsi, JM Hellerstein, I Stoica arXiv preprint arXiv:1402.2237, 2014 | 192 | 2014 |
| Distributed k-ary system: Algorithms for distributed hash tables A Ghodsi KTH-Royal Institute of Technology, 2006 | 151 | 2006 |
| Scalable atomic visibility with RAMP transactions P Bailis, A Fekete, A Ghodsi, JM Hellerstein, I Stoica ACM Transactions on Database Systems (TODS) 41 (3), 1-45, 2016 | 133 | 2016 |
| Hierarchical scheduling for diverse datacenter workloads AA Bhattacharya, D Culler, E Friedman, A Ghodsi, S Shenker, I Stoica Proceedings of the 4th annual Symposium on Cloud Computing, 1-15, 2013 | 133 | 2013 |
| A berkeley view of systems challenges for ai I Stoica, D Song, RA Popa, D Patterson, MW Mahoney, R Katz, ... arXiv preprint arXiv:1712.05855, 2017 | 127 | 2017 |
| Scaling spark in the real world: performance and usability M Armbrust, T Das, A Davidson, A Ghodsi, A Or, J Rosen, I Stoica, ... Proceedings of the VLDB Endowment 8 (12), 1840-1843, 2015 | 118 | 2015 |
| Who should test whom? S McDonald, HM Edwards Communications of the ACM 50 (1), 66-71, 2007 | 115* | 2007 |
| Drizzle: Fast and adaptable stream processing at scale S Venkataraman, A Panda, K Ousterhout, M Armbrust, A Ghodsi, ... Proceedings of the 26th Symposium on Operating Systems Principles, 374-389, 2017 | 107 | 2017 |
| {HUG}: Multi-resource fairness for correlated and elastic demands M Chowdhury, Z Liu, A Ghodsi, I Stoica 13th {USENIX} Symposium on Networked Systems Design and Implementation …, 2016 | 102 | 2016 |
| XML fever E Wilde, RJ Glushko Communications of the ACM 51 (7), 40-46, 2008 | 100* | 2008 |
| The potential dangers of causal consistency and an explicit solution P Bailis, A Fekete, A Ghodsi, JM Hellerstein, I Stoica Proceedings of the Third ACM Symposium on Cloud Computing, 1-7, 2012 | 97 | 2012 |
| The missing piece in complex analytics: Low latency, scalable model management and serving with velox D Crankshaw, P Bailis, JE Gonzalez, H Li, Z Zhang, MJ Franklin, A Ghodsi, ... arXiv preprint arXiv:1409.3809, 2014 | 92 | 2014 |
| Accelerating the Machine Learning Lifecycle with MLflow. M Zaharia, A Chen, A Davidson, A Ghodsi, SA Hong, A Konwinski, ... IEEE Data Eng. Bull. 41 (4), 39-45, 2018 | 87 | 2018 |
| Structured streaming: A declarative API for real-time applications in apache spark M Armbrust, T Das, J Torres, B Yavuz, S Zhu, R Xin, A Ghodsi, I Stoica, ... Proceedings of the 2018 International Conference on Management of Data, 601-613, 2018 | 87 | 2018 |
| Cap for networks A Panda, C Scott, A Ghodsi, T Koponen, S Shenker Proceedings of the second ACM SIGCOMM workshop on Hot topics in software …, 2013 | 83 | 2013 |
| Efficient greedy feature selection for unsupervised learning AK Farahat, A Ghodsi, MS Kamel Knowledge and information systems 35 (2), 285-310, 2013 | 80 | 2013 |
