| Apache spark: a unified engine for big data processing M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ... Communications of the ACM 59 (11), 56-65, 2016 | 2992 | 2016 |
| 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 | 463 | 2006 |
| 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 | 421 | 2018 |
| 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 | 383 | 2011 |
| Sentiment analysis based on improved pre-trained word embeddings SM Rezaeinia, R Rahmani, A Ghodsi, H Veisi Expert Systems with Applications 117, 139-147, 2019 | 351 | 2019 |
| Eventual consistency today: Limitations, extensions, and beyond P Bailis, A Ghodsi Communications of the ACM 56 (5), 55-63, 2013 | 317* | 2013 |
| Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry NH Tran, R Qiao, L Xin, X Chen, C Liu, X Zhang, B Shan, A Ghodsi, M Li Nature methods 16 (1), 63-66, 2019 | 307 | 2019 |
| Dimensionality reduction a short tutorial A Ghodsi Department of Statistics and Actuarial Science, Univ. of Waterloo, Ontario …, 2006 | 272 | 2006 |
| 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 | 266 | 2014 |
| 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 | 265 | 2017 |
| 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 | 251 | 2013 |
| 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 | 241 | 2018 |
| Lakehouse: a new generation of open platforms that unify data warehousing and advanced analytics M Armbrust, A Ghodsi, R Xin, M Zaharia Proceedings of CIDR 8, 28, 2021 | 223 | 2021 |
| Free dolly: Introducing the world’s first truly open instruction-tuned llm M Conover, M Hayes, A Mathur, J Xie, J Wan, S Shah, A Ghodsi, ... Company Blog of Databricks, 2023 | 217 | 2023 |
| 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 | 207 | 2017 |
| On challenges in machine learning model management S Schelter, F Biessmann, T Januschowski, D Salinas, S Seufert, ... | 203 | 2015 |
| Delta lake: high-performance ACID table storage over cloud object stores M Armbrust, T Das, L Sun, B Yavuz, S Zhu, M Murthy, J Torres, ... Proceedings of the VLDB Endowment 13 (12), 3411-3424, 2020 | 188 | 2020 |
| 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 | 180 | 2016 |
| {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 (NSDI …, 2016 | 170 | 2016 |
| Symmetric replication for structured peer-to-peer systems A Ghodsi, LO Alima, S Haridi International Workshop on Databases, Information Systems, and Peer-to-Peer …, 2005 | 166 | 2005 |
