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@article{delta_lake,
title={Delta lake: high-performance ACID table storage over cloud object stores},
author={Armbrust, Michael and Das, Tathagata and Sun, Liwen and Yavuz, Burak and Zhu, Shixiong and Murthy, Mukul and Torres, Joseph and van Hovell, Herman and Ionescu, Adrian and {\L}uszczak, Alicja and others},
journal={Proceedings of the VLDB Endowment},
year={2020},
publisher={VLDB Endowment}
}
@online{lucene,
author = {The Apache Software Foundation},
title={Welcome to Apache Lucene},
howpublished = {\url{https://lucene.apache.org/}},
}
@inproceedings{spark,
title={Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing},
author={Zaharia, Matei and Chowdhury, Mosharaf and Das, Tathagata and Dave, Ankur and Ma, Justin and McCauly, Murphy and Franklin, Michael J and Shenker, Scott and Stoica, Ion},
booktitle={NSDI},
year={2012}
}
@incollection{codd_data_banks,
title={A relational model of data for large shared data banks},
author={Codd, Edgar F},
booktitle={Software pioneers},
pages={263--294},
year={2002},
publisher={Springer}
}
@book{codd_1990,
title={The relational model for database management: version 2},
author={Codd, Edgar F},
year={1990},
publisher={Addison-Wesley Longman Publishing Co., Inc.}
}
@online{protobufs,
title={Protocol Buffers: Developer Guide},
howpublished = {\url{https://developers.google.com/protocol-buffers/docs/overview.html}},
}
@online{parquet,
title={Apache Parquet},
howpublished = {\url{https://parquet.apache.org}},
}
@online{orc,
title={Apache ORC},
howpublished = {\url{https://orc.apache.org}},
}
@online{avro,
title={Apache Avro},
howpublished = {\url{https://avro.apache.org}},
}
@online{arrow,
title={Apache Arrow},
howpublished = {\url{https://arrow.apache.org}},
}
@online{kafka,
title={Apache Kafka},
howpublished = {\url{https://kafka.apache.org}},
}
@online{drill,
title={Apache Drill},
howpublished = {\url{https://drill.apache.org}},
}
@inproceedings{presto,
title={Presto: Sql on everything},
author={Sethi, Raghav and Traverso, Martin and Sundstrom, Dain and Phillips, David and Xie, Wenlei and Sun, Yutian and Yegitbasi, Nezih and Jin, Haozhun and Hwang, Eric and Shingte, Nileema and others},
booktitle={2019 IEEE 35th International Conference on Data Engineering (ICDE)},
pages={1802--1813},
year={2019},
organization={IEEE}
}
@online{hadoop,
title={Hadoop},
howpublished = {\url{http://hadoop.apache.org}},
}
@online{elastic,
title={elastic},
howpublished = {\url{https://www.elastic.co}},
}
@online{logstash,
title={Logstash: Collect, Parse, Transform Logs},
howpublished = {\url{https://www.elastic.co/logstash}},
}
@inproceedings{asterixdb,
title={AsterixDB: A Scalable, Open Source BDMS},
author={Alsubaiee, Sattam and Altowim, Yasser and Altwaijry, Hotham and Behm, Alexander and Borkar, Vinayak and Bu, Yingyi and Carey, Michael and Cetindil, Inci and others},
booktitle={VLDB},
year={2014}
}
@online{mongo,
title={MongoDB},
howpublished = {\url{https://www.mongodb.com}},
}
@online{couchbase,
title={Couchbase},
howpublished = {\url{https://www.couchbase.com}},
}
@inproceedings{column_vs_row,
title={Column-stores vs. row-stores: how different are they really?},
author={Abadi, Daniel J and Madden, Samuel R and Hachem, Nabil},
booktitle={Proceedings of the 2008 ACM SIGMOD international conference on Management of data},
pages={967--980},
year={2008}
}
@inproceedings{snowflake,
title={The snowflake elastic data warehouse},
author={Dageville, Benoit and Cruanes, Thierry and Zukowski, Marcin and Antonov, Vadim and Avanes, Artin and Bock, Jon and Claybaugh, Jonathan and Engovatov, Daniel and Hentschel, Martin and Huang, Jiansheng and others},
booktitle={SIGMOD},
year={2016}
% booktitle={Proceedings of the 2016 International Conference on Management of Data},
% pages={215--226},
}
@online{zeek,
title={Zeek},
howpublished = {\url{https://zeek.org}},
}
@article{thrift,
title={Thrift: Scalable cross-language services implementation},
author={Slee, Mark and Agarwal, Aditya and Kwiatkowski, Marc},
journal={Facebook White Paper},
volume={5},
number={8},
year={2007}
}
@online{json_schema,
title={JSON Schema},
howpublished = {\url{https://json-schema.org}},
}
@online{fivetran,
title={Fivetran},
howpublished = {\url{https://fivetran.com}},
}
@online{informatica,
title={Informatica},
howpublished = {\url{https://www.informatica.com}},
}
@inproceedings{cstore,
title={C-store: A column-oriented DBMS},
author={Stonebraker, Mike and Abadi, Daniel J and Batkin, Adam and Chen, Xuedong and Cherniack, Mitch and Ferreira, Miguel and Lau, Edmond and Lin, Amerson and Madden, Sam and others},
year={2005},
organization={VLDB}
}
@inproceedings{dremel,
title={Dremel: interactive analysis of web-scale datasets},
author={Melnik, Sergey and Gubarev, Andrey and Long, Jing Jing and Romer, Geoffrey and Shivakumar, Shiva and Tolton, Matt and Vassilakis, Theo},
booktitle={VLDB},
year={2010},
}
@article{dremel_2014,
title={Storing and querying tree-structured records in Dremel},
author={Afrati, Foto N and Delorey, Dan and Pasumansky, Mosha and Ullman, Jeffrey D},
journal={Proceedings of the VLDB Endowment},
volume={7},
number={12},
pages={1131--1142},
year={2014},
publisher={VLDB Endowment}
}
@online{suricata,
title={Suricata},
howpublished = {\url{https://suricata-ids.org}},
}
@online{suricata_schema,
title={Suricata JSON schema project},
howpublished = {\url{https://github.com/satta/suricata-json-schema}},
}
@online{postgres,
title={PostgreSQL: The World's Most Advanced Open Source Relational Database},
howpublished = {\url{https://www.postgresql.org}},
}
@online{oracle,
title={Oracle Database},
howpublished = {\url{https://www.oracle.com/database}},
}
@online{n1ql,
title={N1QL},
howpublished = {\url{https://www.couchbase.com/products/n1ql}},
}
@online{sqlite,
title={SQLite},
howpublished = {\url{https://www.sqlite.org/index.html}},
}
@online{sql_server,
title={SQL Server},
howpublished = {\url{https://www.microsoft.com/en-us/sql-server}},
}
@inproceedings{aurum,
title={Aurum: A data discovery system},
author={Fernandez, Raul Castro and Abedjan, Ziawasch and Koko, Famien and Yuan, Gina and Madden, Samuel and Stonebraker, Michael},
booktitle={2018 IEEE 34th International Conference on Data Engineering (ICDE)},
pages={1001--1012},
year={2018},
organization={IEEE}
}
@online{cim,
title={Common Information Model},
howpublished = {\url{https://docs.splunk.com/Documentation/CIM/latest/User/Overview}},
}
@online{ecs,
title={Elastic Common Schema (ECS) Reference},
howpublished = {\url{https://www.elastic.co/guide/en/ecs/current/index.html}},
}
@online{xml_schema,
title={XML Schema},
howpublished = {\url{https://www.w3.org/standards/xml/schema}},
}
@online{splunk,
title={Splunk},
howpublished = {\url{https://www.splunk.com}},
}
@article{lorel,
title={The Lorel query language for semistructured data},
author={Abiteboul, Serge and Quass, Dallan and McHugh, Jason and Widom, Jennifer and Wiener, Janet L},
journal={International journal on digital libraries},
year={1997},
publisher={Springer}
}
@online{flat_buffers,
title={FlatBuffers},
howpublished = {\url{https://google.github.io/flatbuffers}},
}
@online{json,
title={Introducing JSON},
howpublished = {\url{www.json.org}},
}
@online{xml,
title={Extensible Markup Language (XML) 1.1 (Second Edition)},
howpublished = {\url{https://www.w3.org/TR/xml11}},
}
@article{dremel_retrospective,
title={Dremel: a decade of interactive SQL analysis at web scale},
author={Melnik, Sergey and Gubarev, Andrey and Long, Jing Jing and Romer, Geoffrey and Shivakumar, Shiva and Tolton, Matt and Vassilakis, Theo and Ahmadi, Hossein and Delorey, Dan and Min, Slava and others},
journal={Proceedings of the VLDB Endowment},
volume={13},
number={12},
pages={3461--3472},
year={2020},
publisher={VLDB Endowment}
}
@inproceedings{xmill,
title={XMill: an efficient compressor for XML data},
author={Liefke, Hartmut and Suciu, Dan},
booktitle={Proceedings of the 2000 ACM SIGMOD international conference on Management of data},
pages={153--164},
year={2000}
}
@inproceedings{union,
title={Union types for semistructured data},
author={Buneman, Peter and Pierce, Benjamin},
booktitle={International Symposium on Database Programming Languages},
pages={184--207},
year={1999},
organization={Springer}
}
@inproceedings{adaptive,
title={Adaptive schema databases},
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 others},
booktitle={CIDR},
year={2017}
}
@article{prism,
title={Graceful database schema evolution: the prism workbench},
author={Curino, Carlo A and Moon, Hyun J and Zaniolo, Carlo},
journal={Proceedings of the VLDB Endowment},
volume={1},
number={1},
pages={761--772},
year={2008},
publisher={VLDB Endowment}
}
@article{meta_querying,
title={Towards practical meta-querying},
author={Van den Bussche, Jan and Vansummeren, Stijn and Vossen, Gottfried},
journal={Information Systems},
volume={30},
number={4},
pages={317--332},
year={2005},
publisher={Elsevier}
}
@inproceedings{liu2015management,
title={Management of Flexible Schema Data in RDBMSs-Opportunities and Limitations for NoSQL-.},
author={Liu, Zhen Hua and Gawlick, Dieter},
booktitle={CIDR},
year={2015}
}
@inproceedings{liu2016closing,
title={Closing the functional and performance gap between SQL and NoSQL},
author={Liu, Zhen Hua and Hammerschmidt, Beda and McMahon, Doug and Liu, Ying and Chang, Hui Joe},
booktitle={SIGMOD},
year={2016}
% booktitle={Proceedings of the 2016 International Conference on Management of Data},
}
@online{cosmos,
title={Azure Cosmos DB},
howpublished = {\url{https://azure.microsoft.com/en-us/services/cosmos-db/}},
}
@inproceedings{deriving_rdf_schema,
title={Deriving an emergent relational schema from RDF data},
author={Pham, Minh-Duc and Passing, Linnea and Erling, Orri and Boncz, Peter},
booktitle={WWW},
year={2015}
}
@inproceedings{schema_inference_json,
title={Schema inference for massive JSON datasets},
author={Baazizi, Mohamed-Amine and Lahmar, Houssem Ben and Colazzo, Dario and Ghelli, Giorgio and Sartiani, Carlo},
booktitle={Extending Database Technology (EDBT)},
year={2017}
}
@article{parametric_schema_inference,
title={Parametric schema inference for massive JSON datasets},
author={Baazizi, Mohamed-Amine and Colazzo, Dario and Ghelli, Giorgio and Sartiani, Carlo},
journal={The VLDB Journal},
volume={28},
number={4},
pages={497--521},
year={2019},
publisher={Springer}
}
@inproceedings{baazizi2017counting,
title={Counting types for massive JSON datasets},
author={Baazizi, Mohamed-Amine and Colazzo, Dario and Ghelli, Giorgio and Sartiani, Carlo},
booktitle={Proceedings of The 16th International Symposium on Database Programming Languages},
pages={1--12},
year={2017}
}
@inproceedings{discala2016automatic,
title={Automatic generation of normalized relational schemas from nested key-value data},
author={DiScala, Michael and Abadi, Daniel J},
booktitle={Proceedings of the 2016 International Conference on Management of Data},
pages={295--310},
year={2016}
}
@inproceedings{pezoa2016foundations,
title={Foundations of JSON schema},
author={Pezoa, Felipe and Reutter, Juan L and Suarez, Fernando and Ugarte, Mart{\'\i}n and Vrgo{\v{c}}, Domagoj},
booktitle={Proceedings of the 25th International Conference on World Wide Web},
pages={263--273},
year={2016}
}
@inproceedings{bex2006inference,
title={Inference of concise DTDs from XML data},
author={Bex, Geert Jan and Neven, Frank and Schwentick, Thomas and Tuyls, Karl},
booktitle={Proceedings of the 32nd international conference on Very large data bases},
pages={115--126},
year={2006}
}
@article{freydenberger2015fast,
title={Fast learning of restricted regular expressions and DTDs},
author={Freydenberger, Dominik D and K{\"o}tzing, Timo},
journal={Theory of Computing Systems},
volume={57},
number={4},
pages={1114--1158},
year={2015},
publisher={Springer}
}
@online{cosmos_analytical,
title={What is Azure Cosmos DB analytical store?},
howpublished = {\url{https://docs.microsoft.com/en-us/azure/cosmos-db/analytical-store-introduction}},
}
@article{lore_xml,
title={From semistructured data to XML: Migrating the Lore data model and query language},
author={Goldman, Roy and McHugh, Jason and Widom, Jennifer},
year={1999}
}
@inproceedings{octopusdb,
title={Towards a One Size Fits All Database Architecture.},
author={Dittrich, Jens and Jindal, Alekh},
booktitle={CIDR},
pages={195--198},
year={2011},
organization={Citeseer}
}
@article{tidb,
title={TiDB: a Raft-based HTAP database},
author={Huang, Dongxu and Liu, Qi and Cui, Qiu and Fang, Zhuhe and Ma, Xiaoyu and Xu, Fei and Shen, Li and Tang, Liu and Zhou, Yuxing and Huang, Menglong and others},
journal={Proceedings of the VLDB Endowment},
volume={13},
number={12},
pages={3072--3084},
year={2020},
publisher={VLDB Endowment}
}
@inproceedings{h2o,
title={H2O: a hands-free adaptive store},
author={Alagiannis, Ioannis and Idreos, Stratos and Ailamaki, Anastasia},
year={2014},
booktitle={VLDB}
% booktitle={Proceedings of the 2014 ACM SIGMOD international conference on Management of data},
}
@inproceedings{peloton,
title={Bridging the archipelago between row-stores and column-stores for hybrid workloads},
author={Arulraj, Joy and Pavlo, Andrew and Menon, Prashanth},
booktitle={Proceedings of the 2016 International Conference on Management of Data},
pages={583--598},
year={2016}
}
@online{big_query,
title={BigQuery},
howpublished = {\url{https://cloud.google.com/bigquery}},
}
@article{asterixdb_compaction,
title={An LSM-based Tuple Compaction Framework for Apache AsterixDB},
author={Alkowaileet, Wail Y. and Alsubaiee, Sattam and Carey, Michael J.},
journal={Proceedings of the VLDB Endowment},
volume={13},
year={2020},
publisher={VLDB Endowment}
}
@inproceedings{schema_management,
title={Schema management for document stores},
author={Wang, Lanjun and Zhang, Shuo and Shi, Juwei and Jiao, Limei and Hassanzadeh, Oktie and Zou, Jia and Wangz, Chen},
booktitle={VLDB},
year={2015},
}
@article{sql++,
title={The SQL++ query language: Configurable, unifying and semi-structured},
author={Ong, Kian Win and Papakonstantinou, Yannis and Vernoux, Romain},
journal={arXiv preprint arXiv:1405.3631},
year={2014}
}
@article{sql++_tutorial,
title={SQL++ For SQL Users: A Tutorial},
author={Chamberlin, Don},
journal={Available via Amazon. com},
year={2018}
}
@article{1onf,
title={First order normal form for relational databases and multidatabases},
author={Litwin, Witold and Ketabchi, M and Krishnamurthy, Ravi},
journal={ACM SIGMOD Record},
volume={20},
number={4},
pages={74--76},
year={1991},
publisher={ACM New York, NY, USA}
}
@article{fisql_2005,
title={Relational languages for metadata integration},
author={Wyss, Catharine M and Robertson, Edward L},
journal={ACM Transactions on Database Systems (TODS)},
volume={30},
number={2},
pages={624--660},
year={2005},
publisher={ACM New York, NY, USA}
}
@inproceedings{fisql_2007,
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