Predictable & Intelligent Systems

@inproceedings{bd35a4d0-2624-465c-aabb-0cf0d78b3147,
  title = {DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling},
  author = {Tanvir Ahmed Khan and Ian Neal and Gilles Pokam and Barzan Mozafari and Baris Kasikci},
  booktitle = {USENIX Symposium on Operating Systems Design and Implementation},
  year = {2021}
}

@inproceedings{ea3d8506-1f2f-40ea-8bcb-6a74f72e12f0,
  title = {QuickSel: Quick Selectivity Learning with Mixture Models},
  author = {Yongjoo Park and Shucheng Zhong and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2020},
  doi = {10.1145/3318464.3389727}
}

@inproceedings{50db23fc-a5a3-4d7f-ac07-2a696129c92f,
  title = {BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees},
  author = {Yongjoo Park and Jingyi Qing and Xiaoyang Shen and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2019},
  doi = {10.1145/3299869.3300077}
}

@article{6d32861d-ba95-4e8b-91c3-bc689ec60e12,
  title = {Join on Samples: A Theoretical Guide for Practitioners},
  author = {Dawei Huang and Dong Young Yoon and Seth Pettie and Barzan Mozafari},
  journal = {Proceedings of the VLDB Endowment},
  year = {2019},
  doi = {10.14778/3372716.3372726}
}

@inproceedings{f48324cb-ef73-4f50-9ed9-7a8dfec3079f,
  title = {SnappyData},
  author = {Barzan Mozafari},
  booktitle = {Encyclopedia of Big Data Technologies},
  year = {2019},
  doi = {10.1007/978-3-319-63962-8_258-1}
}

@article{5d2dbe3f-c6e6-40c8-9a82-9f8e042ef4a2,
  title = {Contention-Aware Lock Scheduling for Transactional Databases},
  author = {Boyu Tian and Jiamin Huang and Barzan Mozafari and Grant Schoenebeck},
  journal = {Proceedings of the VLDB Endowment},
  year = {2018},
  doi = {10.1145/3187009.3177740}
}

@inproceedings{9438c730-b302-49f6-bed8-3a77c1e7a2c2,
  title = {Demonstration of VerdictDB, the Platform-Independent AQP System},
  author = {Wen He and Yongjoo Park and Idris Hanafi and Jacob Yatvitskiy and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2018},
  doi = {10.1145/3183713.3193538}
}

@inproceedings{ed762d26-878b-453f-b272-09d069f37d64,
  title = {VerdictDB: Universalizing Approximate Query Processing},
  author = {Yongjoo Park and Barzan Mozafari and Joseph Sorenson and Junhao Wang},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2018},
  doi = {10.1145/3183713.3196905}
}

@inproceedings{fc569ad9-4672-4854-9fef-d8bd5b3ec51c,
  title = {Approximate Query Engines: Commercial Challenges and Research Opportunities},
  author = {Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2017},
  doi = {10.1145/3035918.3056098}
}

@inproceedings{3cebf7e2-930f-4c8a-aa17-75a4c32cb001,
  title = {Database Learning: Toward a Database that Becomes Smarter Every Time},
  author = {Yongjoo Park and Ahmad Shahab Tajik and Michael J. Cafarella and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2017},
  doi = {10.1145/3035918.3064013}
}

@inproceedings{e6de4a52-07a5-47c5-8196-ace46d2a49c2,
  title = {SnappyData: A Unified Cluster for Streaming, Transactions and Interactice Analytics},
  author = {Barzan Mozafari and Jags Ramnarayan and Sudhir Menon and Yogesh Mahajan and Soubhik Chakraborty and Hemant Bhanawat and Kishor Bachhav},
  booktitle = {Conference on Innovative Data Systems Research},
  year = {2017}
}

@inproceedings{593a1faa-d447-439a-aca4-9dc5a037630e,
  title = {Statistical Analysis of Latency Through Semantic Profiling},
  author = {Jiamin Huang and Barzan Mozafari and Thomas F. Wenisch},
  booktitle = {ACM European Conference on Computer Systems},
  year = {2017},
  doi = {10.1145/3064176.3064179}
}

@inproceedings{a5460b19-8bff-4fd2-ae5e-d0ce7477454b,
  title = {DBSherlock: A Performance Diagnostic Tool for Transactional Databases},
  author = {Dong Young Yoon and Ning Niu and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2016},
  doi = {10.1145/2882903.2915218}
}

@inproceedings{7ccb269e-e026-4b8f-bbbd-d3de83764f62,
  title = {Extending Relational Query Languages for Data Streams},
  author = {Nikolay Laptev and Barzan Mozafari and Hamid Mousavi and Hetal Thakkar and Haixun Wang and Kai Zeng and Carlo Zaniolo},
  booktitle = {Data Stream Management},
  year = {2016},
  doi = {10.1007/978-3-540-28608-0_18}
}

@article{79a739c2-69af-4e7a-9fab-9e1ca9ca9730,
  title = {Identifying the Major Sources of Variance in Transaction Latencies: Towards More Predictable Databases},
  author = {Jiamin Huang and Barzan Mozafari and Thomas F. Wenisch},
  journal = {Computing Research Repository},
  year = {2016}
}

@inproceedings{cea59a03-38c4-4acb-bd2d-a41ecabe154a,
  title = {SnappyData: A Hybrid Transactional Analytical Store Built On Spark},
  author = {Jags Ramnarayan and Barzan Mozafari and Sumedh Wale and Sudhir Menon and Neeraj Kumar and Hemant Bhanawat and Soubhik Chakraborty and Yogesh Mahajan and Rishitesh Mishra and Kishor Bachhav},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2016},
  doi = {10.1145/2882903.2899408}
}

@inproceedings{fb040b81-82bc-493d-9322-fd576b39c635,
  title = {Visualization-aware sampling for very large databases},
  author = {Yongjoo Park and Michael J. Cafarella and Barzan Mozafari},
  booktitle = {IEEE International Conference on Data Engineering},
  year = {2016},
  doi = {10.1109/ICDE.2016.7498287}
}

@article{193a6fba-d87e-48b9-adc7-fbf27e8d20a6,
  title = {A Handbook for Building an Approximate Query Engine},
  author = {Barzan Mozafari and Ning Niu},
  journal = {IEEE Data Engineering Bulletin},
  year = {2015}
}

@inproceedings{a55995d1-caca-4dbc-a138-c382c0a1e41c,
  title = {CliffGuard: A Principled Framework for Finding Robust Database Designs},
  author = {Barzan Mozafari and Eugene Zhen Ye Goh and Dong Young Yoon},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2015},
  doi = {10.1145/2723372.2749454}
}

@article{7c01b9d8-7064-406d-8eed-815b804063b2,
  title = {DBSeer: Pain-free Database Administration through Workload Intelligence},
  author = {Dong Young Yoon and Barzan Mozafari and Douglas P. Brown},
  journal = {Proceedings of the VLDB Endowment},
  year = {2015},
  doi = {10.14778/2824032.2824130}
}

@article{0397a8bb-85c8-48d3-9e58-c230e57d1e43,
  title = {Neighbor-Sensitive Hashing},
  author = {Yongjoo Park and Michael J. Cafarella and Barzan Mozafari},
  journal = {Proceedings of the VLDB Endowment},
  year = {2015},
  doi = {10.14778/2850583.2850589}
}

@inproceedings{6ff8ed13-9cb6-4f41-b812-b04729e9ac63,
  title = {Verdict: A System for Stochastic Query Planning},
  author = {Barzan Mozafari},
  booktitle = {Conference on Innovative Data Systems Research},
  year = {2015}
}

@inproceedings{40bace5f-2a47-4fe3-b90a-bd42d385640b,
  title = {Knowing when you're wrong: building fast and reliable approximate query processing systems},
  author = {Sameer Agarwal and Henry Milner and Ariel Kleiner and Ameet Talwalkar and Michael I. Jordan and Samuel Madden and Barzan Mozafari and Ion Stoica},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2014},
  doi = {10.1145/2588555.2593667}
}

@article{d44b8133-c57f-42fc-8bcf-5b45a5abcdfc,
  title = {Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning},
  author = {Barzan Mozafari and Purnamrita Sarkar and Michael J. Franklin and Michael I. Jordan and Samuel Madden},
  journal = {Proceedings of the VLDB Endowment},
  year = {2014},
  doi = {10.14778/2735471.2735474}
}

@inproceedings{2120f282-9549-4542-91fb-e9d4cf1d6c2f,
  title = {The analytical bootstrap: a new method for fast error estimation in approximate query processing},
  author = {Kai Zeng and Shi Gao and Barzan Mozafari and Carlo Zaniolo},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2014},
  doi = {10.1145/2588555.2588579}
}

@inproceedings{7c357390-71f0-46af-b841-6dd64ddd5193,
  title = {BlinkDB: queries with bounded errors and bounded response times on very large data},
  author = {Sameer Agarwal and Barzan Mozafari and Aurojit Panda and Henry Milner and Samuel Madden and Ion Stoica},
  booktitle = {ACM European Conference on Computer Systems},
  year = {2013},
  doi = {10.1145/2465351.2465355}
}

@inproceedings{e4b63f8e-1771-4670-95ff-85617ce4d962,
  title = {Complex pattern matching in complex structures: The XSeq approach},
  author = {Kai Zeng and Mohan Yang and Barzan Mozafari and Carlo Zaniolo},
  booktitle = {IEEE International Conference on Data Engineering},
  year = {2013},
  doi = {10.1109/ICDE.2013.6544936}
}

@inproceedings{dbc38671-6184-4ab9-ba11-eb567fddba7b,
  title = {DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud},
  author = {Barzan Mozafari and Carlo Curino and Samuel Madden},
  booktitle = {Conference on Innovative Data Systems Research},
  year = {2013}
}

@article{22d25841-e7b4-40ed-b5ae-1193d8c3a115,
  title = {High-performance complex event processing over hierarchical data},
  author = {Barzan Mozafari and Kai Zeng and Loris D'Antoni and Carlo Zaniolo},
  journal = {ACM Transactions on Database Systems},
  year = {2013},
  doi = {10.1145/2536779}
}

@article{0cebd645-dd1c-4dc8-9f14-a20d779e8067,
  title = {Active Learning for Crowd-Sourced Databases},
  author = {Barzan Mozafari and Purnamrita Sarkar and Michael J. Franklin and Michael I. Jordan and Samuel Madden},
  journal = {Computing Research Repository},
  year = {2012}
}

@inproceedings{05587a10-0360-4b57-abdc-f56badf929f2,
  title = {High-performance complex event processing over XML streams},
  author = {Barzan Mozafari and Kai Zeng and Carlo Zaniolo},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2012},
  doi = {10.1145/2213836.2213866}
}

@inproceedings{3aa631e0-31d2-4d6d-929d-41476b51594d,
  title = {SMM: A data stream management system for knowledge discovery},
  author = {Hetal Thakkar and Nikolay Laptev and Hamid Mousavi and Barzan Mozafari and Vincenzo Russo and Carlo Zaniolo},
  booktitle = {IEEE International Conference on Data Engineering},
  year = {2011},
  doi = {10.1109/ICDE.2011.5767879}
}

@article{b1ccc0f4-295d-4a87-b560-5420bc1976cf,
  title = {From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences},
  author = {Barzan Mozafari and Kai Zeng and Carlo Zaniolo},
  journal = {Proceedings of the VLDB Endowment},
  year = {2010},
  doi = {10.14778/1920841.1920865}
}

@inproceedings{42521ab9-b6d0-42cb-9b1b-395bacfdffc4,
  title = {K*SQL: a unifying engine for sequence patterns and XML},
  author = {Barzan Mozafari and Kai Zeng and Carlo Zaniolo},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2010},
  doi = {10.1145/1807167.1807302}
}

@inproceedings{0c6165a7-5632-49b4-a501-a86c49031fd4,
  title = {A Data Stream Mining System},
  author = {Hetal Thakkar and Barzan Mozafari and Carlo Zaniolo},
  booktitle = {IEEE International Conference on Data Mining Workshops},
  year = {2008},
  doi = {10.1109/ICDMW.2008.133}
}

@inproceedings{d8d8545b-a5a4-4226-908e-bf2e10f3b598,
  title = {Designing an inductive data stream management system: the stream mill experience},
  author = {Hetal Thakkar and Barzan Mozafari and Carlo Zaniolo},
  booktitle = {SSPS},
  year = {2008},
  doi = {10.1145/1379272.1379286}
}

@inproceedings{421a620d-05d6-48fb-afa5-75d259a7a201,
  title = {Verifying and Mining Frequent Patterns from Large Windows over Data Streams},
  author = {Barzan Mozafari and Hetal Thakkar and Carlo Zaniolo},
  booktitle = {IEEE International Conference on Data Engineering},
  year = {2008},
  doi = {10.1109/ICDE.2008.4497426}
}