@inproceedings{huber:2025:sigmod:fastpdb,
   author = {Huber, Aaron and Kennedy, Oliver and Rudra, Atri and Zhao, Zhuoyue and Feng, Su and Glavic, Boris},
   title = {FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds},
   booktitle = {SIGMOD},
   year = {2025}
}

@inproceedings{pokharel:2024:ondbd:embedding,
   author = {Pokharel, Pratik and Kennedy, Oliver},
   title = {Embedding The Context of Attributes in Longitudinal Study Schemas To Refine Their Semantic Match Candidates},
   booktitle = {OnDBD},
   year = {2024}
}

@inproceedings{brown:2024:ondbd:on-disk,
   author = {Brown, Nick and Kennedy, Oliver},
   title = {On-Disk Datalog Engine using Semirings},
   booktitle = {OnDBD},
   year = {2024}
}

@inproceedings{balakrishnan:2024:ondbd:multiquery,
   author = {Balakrishnan, Darshana and Kennedy, Oliver and Ziarek, Lukasz and Luong, Johannes and Gildhoff, Hinnerk and Saxena, Gaurav},
   title = {Multiquery Optimization for Declarative Compilers},
   booktitle = {OnDBD},
   year = {2024}
}

@inproceedings{pokharel:2024:hilda:drag,
   author = {Pokharel, Pratik and Lee, Juseung and Kennedy, Oliver and Good, Jeff and Markatou, Marianthi and Talal, Andrew H. and Mukhopadhyay, Raktim},
   title = {Drag, Drop, Merge: A Tool for Streamlining Integration of Longitudinal Survey Instruments},
   booktitle = {HILDA},
   year = {2024}
}

@inproceedings{kennedy:2023:hilda:overlay,
   author = {Kennedy, Oliver and Glavic, Boris and Brachmann, Michael},
   title = {Overlay Spreadsheets},
   booktitle = {HILDA},
   year = {2023}
}

@article{markatou:2023:frontiersinmedicine:social,
   author = {Markatou, Marianthi and Kennedy, Oliver and Brachmann, Michael and Mukhopadhyay, Raktim and Dharia, Arpan and Talal, Andrew H.},
   title = {Social determinants of health derived from people with opioid use disorder: Improving data collection, integration and use with cross-domain collaboration and reproducible, data-centric, notebook-style workflows},
   journal = {Frontiers in Medicine},
   volume = {10},
   year = {2023}
}

@article{feng:2023:pvldb:efficient,
   author = {Feng, Su and Glavic, Boris and Kennedy, Oliver},
   title = {Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data},
   journal = {pVLDB},
   year = {2023}
}

@techreport{feng:2022:arxiv:computing,
   author = {Feng, Su and Glavic, Boris and Huber, Aaron and Kennedy, Oliver and Rudra, Atri},
   title = {Computing expected multiplicities for bag-TIDBs with bounded multiplicities},
   institution = {ArXiv},
   year = {2022}
}

@article{kennedy:2022:ieee-deb:right,
   author = {Kennedy, Oliver and Glavic, Boris and Freire, Juliana and Brachmann, Michael},
   title = {The Right Tool for the Job: Data-Centric Workflows in Vizier},
   journal = {IEEE-DEB},
   year = {2022}
}

@inproceedings{deo:2022:tapp:runtime,
   author = {Deo, Nachiket and Glavic, Boris and Kennedy, Oliver},
   title = {Runtime Provenance Refinement for Notebooks},
   booktitle = {TaPP},
   year = {2022}
}

@inproceedings{balakrishnan:2021:sigmod:treetoaster,
   author = {Balakrishnan, Darshana and Nuessle, Carl and Kennedy, Oliver and Ziarek, Lukasz},
   title = {TreeToaster: Towards an IVM-Optimized Compiler},
   booktitle = {SIGMOD},
   year = {2021}
}

@inproceedings{feng:2021:sigmod:efficient,
   author = {Feng, Su and Glavic, Boris and Huber, Aaron and Kennedy, Oliver},
   title = {Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds},
   booktitle = {SIGMOD},
   year = {2021}
}

@inproceedings{spoth:2021:sigmod:reducing,
   author = {Spoth, William and Kennedy, Oliver and Lu, Ying and Hammerschmidt, Beda and Liu, Zhen Hua},
   title = {Reducing Ambiguity in Json Schema Discovery},
   booktitle = {SIGMOD},
   year = {2021}
}

@inproceedings{kumari:2021:cidr:datasense,
   author = {Kumari, Poonam and Brachmann, Michael and Kennedy, Oliver and Feng, Su and Glavic, Boris},
   title = {DataSense: Display Agnostic Data Documentation},
   booktitle = {CIDR},
   year = {2021}
}

@inproceedings{spoth:2020:hilda:loki,
   author = {Spoth, William and Kumari, Poonam and Kennedy, Oliver and Nargesian, Fatemeh},
   title = {Loki: Streamlining Integration and Enrichment},
   booktitle = {HILDA},
   year = {2020}
}

@inproceedings{brachmann:2020:cidr:your,
   author = {Brachmann, Michael and Spoth, William and Kennedy, Oliver and Glavic, Boris and Mueller, Heiko and Castelo, Sonia and Bautista, Carlos and Freire, Juliana},
   title = {Your notebook is not crumby enough, REPLace it},
   booktitle = {CIDR},
   year = {2020}
}

@inproceedings{kumari:2019:pvldb:make,
   author = {Kumari, Poonam},
   title = {Make Informed Decisions: Understanding Query Results from Incomplete Databases},
   booktitle = {VLDB-PhD},
   year = {2019}
}

@inproceedings{nuessle:2019:tpc-tc:benchmarking,
   author = {Nuessle, Carl and Kennedy, Oliver and Ziarek, Lukasz},
   title = {Benchmarking Pocket-Scale Databases},
   booktitle = {TPC-TC},
   year = {2019}
}

@inproceedings{miao:2019:pvldb:cape,
   author = {Miao, Zhengjie and Zeng, Qitian and Li, Chenjie and Glavic, Boris and Kennedy, Oliver and Roy, Sudeepa},
   title = {CAPE: Explaining Outliers by Counterbalancing},
   booktitle = {VLDB-Demo},
   year = {2019}
}

@inproceedings{brachmann:2019:sigmod:data,
   author = {Brachmann, Michael and Bautista, Carlos and Castelo, Sonia and Feng, Su and Freire, Juliana and Glavic, Boris and Kennedy, Oliver and Mueller, Heiko and Rampin, Remi and Spoth, William and Yang, Ying},
   title = {Data Debugging and Exploration with Vizier},
   booktitle = {SIGMOD-Demo},
   year = {2019}
}

@inproceedings{balakrishnan:2019:dbpl:fluid,
   author = {Balakrishnan, Darshana and Ziarek, Lukasz and Kennedy, Oliver},
   title = {Fluid Data Structures},
   booktitle = {DBPL},
   year = {2019}
}

@inproceedings{feng:2019:sigmod:uncertainty,
   author = {Feng, Su and Huber, Aaron and Glavic, Boris and Kennedy, Oliver},
   title = {Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers},
   booktitle = {SIGMOD},
   year = {2019}
}

@techreport{balakrishnan:2019:arxiv:just-in-time,
   author = {Balakrishnan, Darshana and Ziarek, Lukasz and Kennedy, Oliver},
   title = {Just-in-Time Index Compilation},
   institution = {ArXiv},
   year = {2019}
}

@incollection{kennedy:2019:ifds:analyzing,
   author = {Kennedy, Oliver and Glavic, Boris},
   title = {Analyzing Uncertain Tabular Data},
   editor = {Éloi Bossé and Galina L. Rogova},
   booktitle = {Information Quality in Information Fusion and Decision Making},
   year = {2019},
   pages = {243-277}
}

@article{xie:2019:pvldb:query,
   author = {Xie, Ting and Chandola, Varun and Kennedy, Oliver},
   title = {Query Log Compression for Workload Analytics},
   journal = {pVLDB},
   year = {2019}
}

@inproceedings{nuessle:2019:nedb:not,
   author = {Nuessle, Carl},
   title = {Not Your Father's Big Data},
   booktitle = {NEDB},
   year = {2019}
}

@article{meneghetti:2018:tods:learning,
   author = {Meneghetti, Niccolò and Kennedy, Oliver and Gatterbauer, Wolfgang},
   title = {Learning From Query-Answers: A Scalable Approach to Belief Updating and Parameter Learning},
   journal = {TODS},
   year = {2018}
}

@article{kul:2018:tkde:similarity,
   author = {Kul, Gökhan and Luong, Duc Thanh and Xie, Ting and Chandola, Varun and Kennedy, Oliver and Upadhyaya, Shambhu},
   title = {Similarity Metrics for SQL Query Clustering},
   journal = {TKDE},
   volume = {30},
   year = {2018},
   month = {12},
   pages = {2408--2420}
}

@inproceedings{spoth:2018:hilda:schemadrill,
   author = {Spoth, William and Xie, Ting and Kennedy, Oliver and Yang, Ying and Hammerschmidt, Beda and Liu, Zhen Hua and Gawlick, Dieter},
   title = {SchemaDrill: Interactive Semi-Structured Schema Design},
   booktitle = {HILDA},
   year = {2018}
}

@techreport{feng:2018:iit-tr:uncertainty,
   author = {Feng, Su and Huber, Aaron and Glavic, Boris and Kennedy, Oliver},
   title = {Uncertainty Annotated Databases - A Lightweight Approach for Dealing with Uncertainty},
   institution = {IIT-TR},
   year = {2018}
}

@inproceedings{kumari:2018:nedb:good,
   author = {Kumari, Poonam and Kennedy, Oliver},
   title = {The Good and Bad Data},
   booktitle = {NEDB},
   year = {2018}
}

@phdthesis{yang:2017:ub-phd:interactive,
   author = {Yang, Ying},
   title = {Interactive Data Management and Data Analysis},
   year = {2017}
}

@inproceedings{meneghetti:2017:sigmod:beta,
   author = {Meneghetti, Niccolò and Kennedy, Oliver and Gatterbauer, Wolfgang},
   title = {Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning},
   booktitle = {SIGMOD},
   year = {2017}
}

@misc{kennedy:2017:icde:small,
   title = {Small Data},
   author = {Kennedy, Oliver and Hipp, D. Richard and Idreos, Stratos and Marian, Amélie and Nandi, Arnab and Troncoso, Carmela and Wu, Eugene},
   year = {2017}
}

@misc{kennedy:2017:cidr:stop,
   author = {Kennedy, Oliver},
   title = {Stop the Truthiness and Just Be Wrong},
   howpublished = {CIDR-Abstract},
   year = {2017}
}

@inproceedings{yang:2017:edbt:convergent,
   author = {Yang, Ying and Kennedy, Oliver},
   title = {Convergent Inference with Leaky Joins},
   booktitle = {EDBT},
   year = {2017}
}

@inproceedings{spoth:2017:cidr:adaptive,
   author = {Spoth, William and Arab, Bahareh Sadat and Chan, Eric S. and Gawlick, Dieter and Ghoneimy, Adel and Glavic, Boris and Hammerschmidt, Beda and Kennedy, Oliver and Lee, Seokki and Liu, Zhen Hua and Niu, Xing and Yang, Ying},
   title = {Adaptive Schema Databases},
   booktitle = {CIDR},
   year = {2017}
}

@phdthesis{meneghetti:2016:ub-phd:exploiting,
   author = {Meneghetti, Niccolò},
   title = {Exploiting Qualitative User Feedback in Deterministic and Probabilistic Databases},
   year = {2016}
}

@techreport{meneghetti:2016:ubcse:beta,
   author = {Meneghetti, Niccolò and Kennedy, Oliver and Gatterbauer, Wolfgang},
   title = {Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning},
   institution = {UB CSE},
   year = {2016}
}

@techreport{kul:2016:arxiv:summarizing,
   author = {Kul, Gökhan and Luong, Duc Thanh and Xie, Ting and Coonan, Patrick and Chandola, Varun and Kennedy, Oliver and Upadhyaya, Shambhu},
   title = {Summarizing Large Query Logs in Ettu},
   institution = {ArXiv},
   year = {2016}
}

@inproceedings{kumari:2016:qdb:communicating,
   author = {Kumari, Poonam and Achmiz, Said and Kennedy, Oliver},
   title = {Communicating Data Quality in On-Demand Curation},
   booktitle = {QDB},
   year = {2016}
}

@inproceedings{freire:2016:hilda:exception,
   author = {Freire, Juliana and Glavic, Boris and Kennedy, Oliver and Mueller, Heiko},
   title = {The Exception That Improves The Rule},
   booktitle = {HILDA},
   year = {2016}
}

@inproceedings{niu:2016:tapp:provenance-aware,
   author = {Niu, Xing and Arab, Bahareh and Gawlick, Dieter and Liu, Zhen Hua and Krishnaswamy, Vasudha and Kennedy, Oliver and Glavic, Boris},
   title = {Provenance-aware Versioned Dataworkspaces},
   booktitle = {TaPP},
   year = {2016}
}

@msthesis{nandi:2016:ub-ms:mimir,
   author = {Nandi, Arindam},
   title = {Mimir: Bringing CTables into Practice},
   year = {2016}
}

@techreport{nandi:2016:arxiv:mimir,
   author = {Nandi, Arindam and Yang, Ying and Kennedy, Oliver and Glavic, Boris and Fehling, Ronny and Liu, Zhen Hua and Gawlick, Dieter},
   title = {Mimir: Bringing CTables into Practice},
   institution = {ArXiv},
   year = {2016}
}

@inproceedings{kul:2016:ermis:ettu,
   author = {Kul, Gökhan and Luong, Duc Thanh and Xie, Ting and Coonan, Patrick and Chandola, Varun and Kennedy, Oliver and Upadhyaya, Shambhu},
   title = {Ettu: Analyzing Query Intents in Corporate Databases},
   booktitle = {ERMIS},
   year = {2016}
}

@inproceedings{kennedy:2015:tpc-tc:pocket,
   author = {Kennedy, Oliver and Ajay, Jerry Antony and Challen, Geoffrey and Ziarek, Lukasz},
   title = {Pocket Data: The Need for TPC-MOBILE},
   booktitle = {TPC-TC},
   year = {2015}
}

@article{yang:2015:pvldb:lenses,
   author = {Yang, Ying and Meneghetti, Niccolò and Fehling, Ronny and Liu, Zhen Hua and Gawlick, Dieter and Kennedy, Oliver},
   title = {Lenses: An On-Demand Approach to ETL},
   journal = {pVLDB},
   volume = {8},
   number = {12},
   year = {2015},
   pages = {1578--1589}
}

@inproceedings{challen:2015:hotmobile:maybe,
   author = {Challen, Geoffrey and Ajay, Jerry Antony and DiRienzo, Nick and Kennedy, Oliver and Maiti, Anudipa and Nandugudi, Anandatirtha and Shantharam, Sriram and Shi, Jinghao and Srinivasa, Guru Prasad and Ziarek, Lukasz},
   title = {maybe We Should Enable More Uncertain Mobile App Programming},
   booktitle = {HotMobile},
   year = {2015}
}

@inproceedings{kennedy:2015:cidr:just,
   author = {Kennedy, Oliver and Ziarek, Lukasz},
   title = {Just in Time Datastructures},
   booktitle = {CIDR},
   year = {2015}
}

@inproceedings{kul:2015:mist:preliminary,
   author = {Kul, Gökhan and Upadhyay, Shambhu},
   title = {A Preliminary Cyber Ontology for Insider Threats in the Financial Sector},
   booktitle = {MIST},
   year = {2015}
}

@inproceedings{jeon:2014:ieeebigdata:pigout,
   author = {Jeon, Kyungho and Chandrashekhara, Sharath and Shen, Feng and Mehra, Shikhar and Kennedy, Oliver and Ko, Steven Y.},
   title = {PigOut: Making Multiple Hadoop Clusters Work Together},
   booktitle = {IEEE BigData},
   year = {2014}
}

@inproceedings{kennedy:2014:birte:detecting,
   author = {Kennedy, Oliver and Yang, Ying and Chomicki, Jan and Fehling, Ronny and Liu, Zhen Hua and Gawlick, Dieter},
   title = {Detecting the Temporal Context of Queries},
   booktitle = {BIRTE},
   year = {2014}
}

@article{koch:2014:vldbj:dbtoaster,
   author = {Koch, Christoph and Ahmad, Yanif and Kennedy, Oliver and Nicolic, Milos and Nötzli, Andres and Lupei, Daniel and Shaikhana, Amir},
   title = {DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views},
   journal = {VLDBJ},
   volume = {23},
   number = {2},
   year = {2014}
}

@misc{nath:2014:efficient,
   title = {Efficient Optimization over Uncertain Data},
   author = {Nath, Suman and Lee, Steve and Smyl, Slawek and Loboz, Charles and Kennedy, Oliver},
   year = {2014}
}

@inproceedings{yang:2014:pvldb:on-demand,
   author = {Yang, Ying},
   title = {On-Demand Query Result Cleaning},
   booktitle = {VLDB-PhD},
   year = {2014}
}

@msthesis{upadhyay:2013:ub-ms:laasie,
   author = {Upadhyay, Ankur},
   title = {Laasie: Towards One-Size-Fits-All Database},
   year = {2013}
}

@inproceedings{agarwal:2013:webdb:monadic,
   author = {Agarwal, Sumit and Bellinger, Daniel and Kennedy, Oliver and Upadhyay, Ankur and Ziarek, Lukasz},
   title = {Monadic Logs for Collaborative Web Applications},
   booktitle = {WebDB},
   year = {2013}
}

@techreport{kennedy:2013:ubcse:barql,
   author = {Kennedy, Oliver and Ziarek, Lukasz},
   title = {$Bar_{QL}$: Collaborating Through Change},
   institution = {UB CSE},
   year = {2013}
}

@techreport{kennedy:2013:arxiv:barql,
   author = {Kennedy, Oliver and Ziarek, Lukasz},
   title = {$Bar_{QL}$: Collaborating through Change},
   institution = {ArXiv},
   year = {2013}
}

@article{ahmad:2012:pvldb:dbtoaster,
   author = {Ahmad, Yanif and Kennedy, Oliver and Koch, Christoph and Nicolic, Milos},
   title = {DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views},
   journal = {pVLDB},
   year = {2012}
}

@inproceedings{yang:2012:icores:inventory,
   author = {Yang, Jian and Vee, Eric and Vassilvitskii, Sergei and Tomlin, John and Shanmugasundaram, Jayavel and Anastasakos, Tasos and Kennedy, Oliver},
   title = {Inventory Allocation for Online Graphical Display Advertising Using Multi-Objective Optimization},
   booktitle = {ICORES},
   year = {2012}
}

@misc{kennedy:2012:system,
   title = {System for Display Advertising Optimization Using Click or Conversion Performance},
   author = {Kennedy, Oliver and Anastasakos, Tasos and Mao, Jianchang and Vee, Eric and Shanmugasundaram, Jayavel and Vassilvitskii, Sergei and Yang, Jian and Tomlin, John},
   year = {2012}
}

@inproceedings{kennedy:2011:sigmod:jigsaw,
   author = {Kennedy, Oliver and Nath, Suman},
   title = {Jigsaw: Efficient optimization over uncertain enterprise data},
   booktitle = {SIGMOD},
   year = {2011}
}

@inproceedings{kennedy:2011:sigmod:fuzzy,
   author = {Kennedy, Oliver and Lee, Steve and Loboz, Charles and Smyl, Slawek and Nath, Suman},
   title = {Fuzzy Prophet: Parameter exploration in uncertain enterprise scenarios},
   booktitle = {SIGMOD-Demo},
   year = {2011}
}

@inproceedings{kennedy:2011:cidr:dbtoaster,
   author = {Kennedy, Oliver and Ahmad, Yanif and Koch, Christoph},
   title = {DBToaster: Agile Views for a Dynamic Data Management System},
   booktitle = {CIDR},
   year = {2011}
}

@techreport{yang:2010:arxiv:inventory,
   author = {Yang, Jian and Vee, Eric and Vassilvitskii, Sergei and Tomlin, John and Shanmugasundaram, Jayavel and Kennedy, Oliver},
   title = {Inventory Allocation for Online Graphical Display Advertising},
   institution = {ArXiv},
   year = {2010}
}

@inproceedings{kennedy:2010:icde:pip,
   author = {Kennedy, Oliver and Koch, Christoph},
   title = {PIP: A Database System for Great and Small Expectations},
   booktitle = {ICDE},
   year = {2010}
}

@inproceedings{kennedy:2009:icde:dynamic,
   author = {Kennedy, Oliver and Koch, Christoph and Demers, Al},
   title = {Dynamic approaches to in-network aggregation},
   booktitle = {ICDE},
   year = {2009}
}

@techreport{kennedy:2008:arxiv:dynamic,
   author = {Kennedy, Oliver and Koch, Christoph and Demers, Al},
   title = {Dynamic approaches to in-network aggregation},
   institution = {ArXiv},
   year = {2008}
}

@inproceedings{shieh:2007:nsdi:nexus,
   author = {Shieh, Alan and Williams, Daniel and Walsh, Kevin and Kennedy, Oliver and Reynolds, Patrick and Sirer, Emin Gun and Schneider, Fred},
   title = {Nexus: A New Operating System for Building Trustworthy Applications},
   booktitle = {NSDI-Poster},
   year = {2007}
}

@inproceedings{reynolds:2007:nsdi:xmon-bgp,
   author = {Reynolds, Patrick and Kennedy, Oliver and Sirer, Emin Gun and Schneider, Fred},
   title = {XMon-BGP: Securing BGP Using Using External Security Monitors},
   booktitle = {NSDI-Poster},
   year = {2007}
}

@inproceedings{shawver:2005:achallh:face,
   author = {Shawver, Gary and Kennedy, Oliver},
   title = {The Face of Meaning},
   booktitle = {ACH/ALLH},
   year = {2005}
}

@inproceedings{lage-otero:2004:e-learn:second,
   author = {Lage-Otero, Eduardo and Kennedy, Oliver},
   title = {Second language comprehension in an online multimedia environment: Integrating theory and practice.},
   booktitle = {E-Learn},
   year = {2004}
}