@inproceedings(relationalAI,
 author       = {Abo Khamis, Mahmoud and Hung Q. Ngo and XuanLong Nguyen and Dan Olteanu and Maximilian Schleich},
 year         = {2018},
 title        = {In-Database Learning with Sparse Tensors},
 booktitle    = {SIGMOD/PODS'18},
 doi          = {10.1145/3196959.3196960},
)
@inproceedings(xyStratificationML,
 author       = {Vinayak R. Borkar et al.},
 year         = {2012},
 title        = {Declarative Systems for Large-Scale Machine Learning},
 booktitle    = {Bulletin of the IEEE Computer Society Technical Committee on Data Engineering},
 doi          = {10.1.1.362.4961},
)
@inproceedings(logicblox,
 author       = {Molham Aref and Balder ten Cate and Todd J. Green and Benny Kimelfeld and Dan Olteanu and Emir Pasalic and Todd L. Veldhuizen and Geoffrey Washburn},
 year         = {2015},
 title        = {Design and Implementation of the LogicBlox System},
 booktitle    = {SIGMOD'15},
 doi          = {10.1145/2723372.2742796},
)
@article(scalingup-tplp2018,
 author       = {Tyson Condie and Ariyam Das and Matteo Interlandi and Alexander Shkapsky and Mohan Yang and Carlo Zaniolo},
 year         = {2018},
 title        = {Scaling-up reasoning and advanced analytics on BigData},
 journal      = {{TPLP}},
 volume       = {18},
 number       = {5-6},
 pages        = {806--845},
 doi          = {10.1017/S1471068418000418},
)
@inproceedings(ssp-iclp19,
 author       = {Ariyam Das and Carlo Zaniolo},
 year         = {2019},
 title        = {A Case for Stale Synchronous Distributed Model for Declarative Recursive Computation},
 booktitle    = {35th International Conference on Logic Programming},
 series       = {ICLP'19},
)
@inproceedings(bismarck,
 author       = {Xixuan Feng and Arun Kumar and Benjamin Recht and Christopher R{\'e}},
 year         = {2012},
 title        = {Towards a Unified Architecture for in-RDBMS Analytics},
 booktitle    = {SIGMOD'12},
 pages        = {325--336},
 doi          = {10.1145/2213836.2213874},
)
@inproceedings(rasql,
 author       = {Jiaqi Gu and Yugo Watanabe and William Mazza and Alexander Shkapsky and Mohan Yang and Ling Ding and Carlo Zaniolo},
 year         = {2019},
 title        = {RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark},
 booktitle    = {SIGMOD'19},
 doi          = {10.1145/3299869.3324959},
)
@article(Imielinski,
 author       = {Tomasz Imielinski and Heikki Mannila},
 year         = {1996},
 title        = {A Database Perspective on Knowledge Discovery},
 journal      = {Commun. ACM},
 volume       = {39},
 number       = {11},
 pages        = {58--64},
 doi          = {10.1145/240455.240472},
)
@article(db2CacheMining,
 author       = {Sunita Sarawagi and Shiby Thomas and Rakesh Agrawal},
 year         = {2000},
 title        = {Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications},
 journal      = {Data Mining and Knowledge Discovery},
 volume       = {4},
 number       = {2},
 doi          = {10.1145/276304.276335},
)
@article(socialite,
 author       = {Jiwon Seo and Jongsoo Park and Jaeho Shin and Monica S. Lam},
 year         = {2013},
 title        = {Distributed Socialite: A Datalog-based Language for Large-scale Graph Analysis},
 journal      = {Proc. VLDB Endow.},
 volume       = {6},
 number       = {14},
 pages        = {1906--1917},
 doi          = {10.14778/2556549.2556572},
)
@inproceedings(bigdatalog,
 author       = {Alexander Shkapsky and Mohan Yang and Matteo Interlandi and Hsuan Chiu and Tyson Condie and Carlo Zaniolo},
 year         = {2016},
 title        = {Big Data Analytics with Datalog Queries on Spark},
 booktitle    = {SIGMOD'16},
 doi          = {10.1145/2882903.2915229},
)
@article(Myria,
 author       = {Jingjing Wang and Magdalena Balazinska and Daniel Halperin},
 year         = {2015},
 title        = {Asynchronous and Fault-tolerant Recursive Datalog Evaluation in Shared-nothing Engines},
 journal      = {Proc. VLDB Endow.},
 volume       = {8},
 number       = {12},
 pages        = {1542--1553},
 doi          = {10.14778/2824032.2824052},
)
@article(bigdatalog-mc,
 author       = {Mohan Yang and Alexander Shkapsky and Carlo Zaniolo},
 year         = {2017},
 title        = {Scaling up the performance of more powerful Datalog systems on multicore machines},
 journal      = {{VLDB} J.},
 volume       = {26},
 number       = {2},
 pages        = {229--248},
 doi          = {10.1007/s00778-016-0448-z},
)
@inproceedings(zaniolo-amw2016,
 author       = {Carlo Zaniolo and Mohan Yang and Ariyam Das and Matteo Interlandi},
 year         = {2016},
 title        = {The Magic of Pushing Extrema into Recursion: Simple, Powerful Datalog Programs},
 booktitle    = {AMW'16},
)
@article(zaniolo-tplp2017,
 author       = {Carlo Zaniolo and Mohan Yang and Matteo Interlandi and Ariyam Das and Alexander Shkapsky and Tyson Condie},
 year         = {2017},
 title        = {Fixpoint semantics and optimization of recursive {Datalog} programs with aggregates},
 journal      = {{TPLP}},
 volume       = {17},
 number       = {5-6},
 pages        = {1048--1065},
 doi          = {10.1017/S1471068417000436},
)
@inproceedings(zaniolo-amw2018,
 author       = {Carlo Zaniolo and Mohan Yang and Matteo Interlandi and Ariyam Das and Alexander Shkapsky and Tyson Condie},
 year         = {2018},
 title        = {Declarative BigData Algorithms via Aggregates and Relational Database Dependencies},
 booktitle    = {AMW'18.},
)