| From {WiscKey} to Bourbon: A Learned Index for {Log-Structured} Merge Trees Y Dai, Y Xu, A Ganesan, R Alagappan, B Kroth, A Arpaci-Dusseau, ... 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020 | 89 | 2020 |
| Data science through the looking glass: Analysis of millions of github notebooks and ml. net pipelines F Psallidas, Y Zhu, B Karlas, J Henkel, M Interlandi, S Krishnan, B Kroth, ... ACM SIGMOD Record 51 (2), 30-37, 2022 | 49 | 2022 |
| Lessons learned from the early performance evaluation of intel optane dc persistent memory in dbms Y Wu, K Park, R Sen, B Kroth, J Do Proceedings of the 16th International Workshop on Data Management on New …, 2020 | 39 | 2020 |
| Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML A Agrawal, R Chatterjee, C Curino, A Floratou, N Gowdal, M Interlandi, ... arXiv preprint arXiv:1909.00084, 2019 | 36 | 2019 |
| LlamaTune: Sample-efficient DBMS configuration tuning K Kanellis, C Ding, B Kroth, A Müller, C Curino, S Venkataraman arXiv preprint arXiv:2203.05128, 2022 | 20 | 2022 |
| Optimizing databases by learning hidden parameters of solid state drives A Kakaraparthy, JM Patel, K Park, BP Kroth Proceedings of the VLDB Endowment 13 (4), 519-532, 2019 | 12 | 2019 |
| MLOS: An infrastructure for automated software performance engineering C Curino, N Godwal, B Kroth, S Kuryata, G Lapinski, S Liu, S Oks, ... Proceedings of the Fourth International Workshop on Data Management for End …, 2020 | 10 | 2020 |
| Notebook for navigating code using machine learning and flow analysis BP Kroth, JJ Henkel US Patent 11,816,456, 2023 | 3 | 2023 |
| Towards Building Autonomous Data Services on Azure Y Zhu, Y Tian, J Cahoon, S Krishnan, A Agarwal, R Alotaibi, ... Companion of the 2023 International Conference on Management of Data, 217-224, 2023 | 2 | 2023 |
| VIP hashing: adapting to skew in popularity of data on the fly A Kakaraparthy, JM Patel, BP Kroth, K Park Proceedings of the VLDB Endowment 15 (10), 1978-1990, 2022 | 2 | 2022 |
| VIP Hashing--Adapting to Skew in Popularity of Data on the Fly (extended version) A Kakaraparthy, JM Patel, BP Kroth, K Park arXiv preprint arXiv:2206.12380, 2022 | 1 | 2022 |
| CS764 Project Report: Adventures in Moodle Performance Analysis B Kroth | 1 | 2014 |
| Checksumming RAID B Kroth, S Yang unpublished, 2010 | 1 | 2010 |
| Notebook for navigating code using machine learning and flow analysis BP Kroth, JJ Henkel US Patent App. 18/481,916, 2024 | | 2024 |
| Performance evaluation of an application based on detecting degradation caused by other computing processes BP Kroth, CA Curino, AC Mueller US Patent 11,816,364, 2023 | | 2023 |
| Learning How To Learn Within An LSM-based Key-Value Store. Y Dai, Y Xu, A Ganesan, R Alagappan, B Kroth, AC Arpaci-Dusseau, ... CoRR, 2020 | | 2020 |
| CS764 Project Update B Kroth | | 2014 |
| CS764 Project Proposal B Kroth | | 2014 |
| CS787 Project: Bin Packing: A Survey and its Applications to Job Assignment and Machine Allocation B Kroth | | 2013 |
| CS787 Project Proposal B Kroth | | 2013 |
