Approximate Query Processing and Interactive Analytics: BlinkDB, VerdictDB, and SnappyData

@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},
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}

@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{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{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}
}

@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}
}

@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{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{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{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{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}
}