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Samuel Madden

Distinguished Professor; Faculty Head of Computer Science

Distinguished Professor; Faculty Head of Computer Science

Distinguished Professor; Faculty Head of Computer Science

Personal homepage ↗

Selected publications

Paper ↗Project ↗
Cite
@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}
}
Paper ↗Browse and download the crowdsourcing dataset ↗Project ↗
Cite
@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}
}
Paper ↗Technical Report ↗Project ↗
Cite
@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}
}
Paper ↗Project ↗
Cite
@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}
}
Paper ↗
Cite
@inproceedings{86d93313-9a0e-4764-b305-85504ac6f5fe,
  title = {Performance and resource modeling in highly-concurrent OLTP workloads},
  author = {Barzan Mozafari and Carlo Curino and Alekh Jindal and Samuel Madden},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2013},
  doi = {10.1145/2463676.2467800}
}
Browse and download the crowdsourcing dataset ↗Project ↗
Cite
@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}
}
Paper ↗
Cite
@article{b2991c18-5a87-4bdb-8c96-0e2076491366,
  title = {Blink and It's Done: Interactive Queries on Very Large Data},
  author = {Sameer Agarwal and Aurojit Panda and Barzan Mozafari and Anand P. Iyer and Samuel Madden and Ion Stoica},
  journal = {Proceedings of the VLDB Endowment},
  year = {2012},
  doi = {10.14778/2367502.2367533}
}