Diagnosing Data Pipeline Failures Using Action Languages

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Standard

Diagnosing Data Pipeline Failures Using Action Languages. / Bomanson, Jori; Brik, Alex.

Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings. ed. / Yuliya Lierler; Stefan Woltran; Marcello Balduccini. Springer Verlag, 2019. p. 181-194 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11481 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Harvard

Bomanson, J & Brik, A 2019, Diagnosing Data Pipeline Failures Using Action Languages. in Y Lierler, S Woltran & M Balduccini (eds), Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11481 LNAI, Springer Verlag, pp. 181-194, International Conference on Logic Programming and Nonmonotonic Reasoning, Philadelphia, United States, 03/06/2019. https://doi.org/10.1007/978-3-030-20528-7_14

APA

Bomanson, J., & Brik, A. (2019). Diagnosing Data Pipeline Failures Using Action Languages. In Y. Lierler, S. Woltran, & M. Balduccini (Eds.), Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings (pp. 181-194). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11481 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-030-20528-7_14

Vancouver

Bomanson J, Brik A. Diagnosing Data Pipeline Failures Using Action Languages. In Lierler Y, Woltran S, Balduccini M, editors, Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings. Springer Verlag. 2019. p. 181-194. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-030-20528-7_14

Author

Bomanson, Jori ; Brik, Alex. / Diagnosing Data Pipeline Failures Using Action Languages. Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings. editor / Yuliya Lierler ; Stefan Woltran ; Marcello Balduccini. Springer Verlag, 2019. pp. 181-194 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Bibtex - Download

@inproceedings{286f77f8573849388ab555286d5e9cf7,
title = "Diagnosing Data Pipeline Failures Using Action Languages",
abstract = "This paper discusses diagnosis of industrial data processing pipelines using action languages. Solving the problem requires reasoning about actions, effects of the actions and mechanisms for accessing outside data sources. To satisfy these requirements, we introduce an action language, Hybrid ALE that combines elements of the action language Hybrid AL[6] and the action language CTAID [8]. We discuss some of the practical aspects of implementing Hybrid ALE and describe an example of its use.",
author = "Jori Bomanson and Alex Brik",
year = "2019",
month = "1",
day = "1",
doi = "10.1007/978-3-030-20528-7_14",
language = "English",
isbn = "9783030205270",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "181--194",
editor = "Yuliya Lierler and Stefan Woltran and Marcello Balduccini",
booktitle = "Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings",

}

RIS - Download

TY - GEN

T1 - Diagnosing Data Pipeline Failures Using Action Languages

AU - Bomanson, Jori

AU - Brik, Alex

PY - 2019/1/1

Y1 - 2019/1/1

N2 - This paper discusses diagnosis of industrial data processing pipelines using action languages. Solving the problem requires reasoning about actions, effects of the actions and mechanisms for accessing outside data sources. To satisfy these requirements, we introduce an action language, Hybrid ALE that combines elements of the action language Hybrid AL[6] and the action language CTAID [8]. We discuss some of the practical aspects of implementing Hybrid ALE and describe an example of its use.

AB - This paper discusses diagnosis of industrial data processing pipelines using action languages. Solving the problem requires reasoning about actions, effects of the actions and mechanisms for accessing outside data sources. To satisfy these requirements, we introduce an action language, Hybrid ALE that combines elements of the action language Hybrid AL[6] and the action language CTAID [8]. We discuss some of the practical aspects of implementing Hybrid ALE and describe an example of its use.

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U2 - 10.1007/978-3-030-20528-7_14

DO - 10.1007/978-3-030-20528-7_14

M3 - Conference contribution

SN - 9783030205270

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 181

EP - 194

BT - Logic Programming and Nonmonotonic Reasoning - 15th International Conference, LPNMR 2019, Proceedings

A2 - Lierler, Yuliya

A2 - Woltran, Stefan

A2 - Balduccini, Marcello

PB - Springer Verlag

ER -

ID: 35178629