DataPrism: Exposing Disconnect between Data and Systems

Author:

Galhotra Sainyam1,Fariha Anna2,Lourenço Raoni3,Freire Juliana3,Meliou Alexandra4,Srivastava Divesh5

Affiliation:

1. University of Chicago, Chicago, IL, USA

2. Microsoft, Seattle, WA, USA

3. New York University, NYC, NY, USA

4. University of Massachusetts Amherst, Amherst, MA, USA

5. AT&T Chief Data Office, Bedminster, NJ, USA

Funder

NSF

NSF (National Science Foundation)

Publisher

ACM

Reference78 articles.

1. Profiling relational data: a survey

2. Data Profiling

3. AdaBoost Classifier. https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html AdaBoost Classifier. https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html

4. Alan Akbik , Duncan Blythe , and Roland Vollgraf . 2018 . Contextual String Embeddings for Sequence Labeling. In COLING 2018, 27th International Conference on Computational Linguistics. 1638--1649 . Alan Akbik, Duncan Blythe, and Roland Vollgraf. 2018. Contextual String Embeddings for Sequence Labeling. In COLING 2018, 27th International Conference on Computational Linguistics. 1638--1649.

5. Mona Attariyan , Michael Chow , and Jason Flinn . 2012 . X-Ray: Automating Root-Cause Diagnosis of Performance Anomalies in Production Software . In Proceedings of USENIX OSDI ( Hollywood, CA, USA) (OSDI'12). USENIX Association, USA, 307--320. Mona Attariyan, Michael Chow, and Jason Flinn. 2012. X-Ray: Automating Root-Cause Diagnosis of Performance Anomalies in Production Software. In Proceedings of USENIX OSDI (Hollywood, CA, USA) (OSDI'12). USENIX Association, USA, 307--320.

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