Data Lake Management: Challenges and Opportunities
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Renée J. Miller | Patricia C. Arocena | Erkang Zhu | Fatemeh Nargesian | Ken Q. Pu | Renée J. Miller | K. Pu | F. Nargesian | Erkang Zhu
[1] Ian T. Foster,et al. Skluma: An Extensible Metadata Extraction Pipeline for Disorganized Data , 2018, 2018 IEEE 14th International Conference on e-Science (e-Science).
[2] Ronald Fagin,et al. Data exchange: semantics and query answering , 2003, Theor. Comput. Sci..
[3] Phokion G. Kolaitis. Schema mappings and data examples , 2011, LID '11.
[4] Dennis McLeod,et al. A federated architecture for information management , 1985, TOIS.
[5] Sunita Sarawagi,et al. Answering Table Queries on the Web using Column Keywords , 2012, Proc. VLDB Endow..
[6] Aditya G. Parameswaran,et al. Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff , 2015, Proc. VLDB Endow..
[7] Yue Wang,et al. Error Diagnosis and Data Profiling with Data X-Ray , 2015, Proc. VLDB Endow..
[8] Renée J. Miller,et al. Table Union Search on Open Data , 2018, Proc. VLDB Endow..
[9] Surajit Chaudhuri,et al. InfoGather: entity augmentation and attribute discovery by holistic matching with web tables , 2012, SIGMOD Conference.
[10] Wolfgang Gatterbauer,et al. Table Extraction Using Spatial Reasoning on the CSS2 Visual Box Model , 2006, AAAI.
[11] Renée J. Miller,et al. JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes , 2019, SIGMOD Conference.
[12] Daisy Zhe Wang,et al. WebTables: exploring the power of tables on the web , 2008, Proc. VLDB Endow..
[13] Surajit Chaudhuri,et al. Discovering queries based on example tuples , 2014, SIGMOD Conference.
[14] Renée J. Miller,et al. LSH Ensemble: Internet-Scale Domain Search , 2016, Proc. VLDB Endow..
[15] Michael Stonebraker,et al. Aurum: A Data Discovery System , 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).
[16] Ahmed K. Elmagarmid,et al. Guided data repair , 2011, Proc. VLDB Endow..
[17] Alexandra Roatis,et al. CLAMS: Bringing Quality to Data Lakes , 2016, SIGMOD Conference.
[18] Alon Y. Halevy,et al. Goods: Organizing Google's Datasets , 2016, SIGMOD Conference.
[19] David Walker,et al. The PADS project: an overview , 2011, ICDT '11.
[20] Joseph M. Hellerstein,et al. Ground: A Data Context Service , 2017, CIDR.
[21] Hanan Samet,et al. Schema Extraction for Tabular Data on the Web , 2013, Proc. VLDB Endow..
[22] Aditya G. Parameswaran,et al. Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets , 2017, SIGMOD Conference.
[23] H. V. Jagadish,et al. Beaver: Towards a Declarative Schema Mapping , 2018, HILDA@SIGMOD.
[24] Alon Y. Halevy,et al. Bootstrapping pay-as-you-go data integration systems , 2008, SIGMOD Conference.
[25] Dominique Ritze,et al. A Large Public Corpus of Web Tables containing Time and Context Metadata , 2016, WWW.
[26] Renée J. Miller,et al. Open Data Integration , 2018, Proc. VLDB Endow..
[27] Renée J. Miller,et al. Optimizing Organizations for Navigating Data Lakes , 2018, ArXiv.
[28] Divesh Srivastava,et al. Big data integration , 2013, 2013 IEEE 29th International Conference on Data Engineering (ICDE).
[29] Chris Douglas,et al. Azure Data Lake Store: A Hyperscale Distributed File Service for Big Data Analytics , 2017, SIGMOD Conference.
[30] Renée J. Miller,et al. Interactive Navigation of Open Data Linkages , 2017, Proc. VLDB Endow..
[31] David Walker,et al. LearnPADS + + : Incremental Inference of Ad Hoc Data Formats , 2012, PADL.
[32] Alon Y. Halevy,et al. Data Integration for the Relational Web , 2009, Proc. VLDB Endow..
[33] Reynold Xin,et al. Finding related tables , 2012, SIGMOD Conference.
[34] Laura M. Haas,et al. Clio: Schema Mapping Creation and Data Exchange , 2009, Conceptual Modeling: Foundations and Applications.
[35] Li Qian,et al. Sample-driven schema mapping , 2012, SIGMOD Conference.
[36] Renée J. Miller,et al. Making Open Data Transparent: Data Discovery on Open Data , 2018, IEEE Data Eng. Bull..
[37] Rui Liu,et al. Draining the Data Swamp: A Similarity-based Approach , 2018, HILDA@SIGMOD.
[38] Eser Kandogan,et al. LabBook: Metadata-driven social collaborative data analysis , 2015, 2015 IEEE International Conference on Big Data (Big Data).
[39] Zhe Chen,et al. Spreadsheet Property Detection With Rule-assisted Active Learning , 2017, CIKM.
[40] Renée J. Miller,et al. A Collective, Probabilistic Approach to Schema Mapping , 2017, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).
[41] Aditya G. Parameswaran,et al. DataHub: Collaborative Data Science & Dataset Version Management at Scale , 2014, CIDR.
[42] Michael Stonebraker,et al. The Data Civilizer System , 2017, CIDR.
[43] Wolfgang Lehner,et al. Building the Dresden Web Table Corpus: A Classification Approach , 2015, 2015 IEEE/ACM 2nd International Symposium on Big Data Computing (BDC).
[44] Michael Stonebraker,et al. Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery , 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).
[45] Christopher Ré,et al. Extracting Databases from Dark Data with DeepDive , 2016, SIGMOD Conference.
[46] Sandra Geisler,et al. Constance: An Intelligent Data Lake System , 2016, SIGMOD Conference.