On Reasoning About Black-Box Udfs by Classifying their Performance Characteristics

Author:

Bodziony Michal1,Ciesielski Bartosz2,Lehnhardt Anna2,Wrembel Robert2

Affiliation:

1. IBM Software Lab Kraków, Poland

2. Poznań University of Technology, Poland

Publisher

University of Gdańsk

Reference57 articles.

1. [1] Ali, S. M. F., Mey, J., and Thiele, M.: Parallelizing user-defined functions in the ETL workflow using orchestration style sheets. In: Int. Journal of Applied Mathematics and Computer Science 29.1 (2019).

2. [2] Apostolico, A.: "String Editing and Longest Common Subsequences". In: Handbook of Formal Languages, Volume 2. Linear Modeling: Background and Application. Springer, 1997.

3. [3] Berndt, D. J. and Clifford, J.: Using Dynamic Time Warping to Find Patterns in Time Series. In: Workshop Knowledge Discovery in Databases. AAAI Press, 1994.

4. [4] Bodziony, M., Krzyzanowski, H., Pieta, L., and Wrembel, R.: On discovering semantics of user-defined functions in data processing workflows. In: SIGMOD Workshops. ACM, 2021.

5. [5] Brownlee, J.: Train-Test Split for Evaluating Machine Learning Algorithms. https:// machinelearningmastery.com/train-test-split-for-evaluatingmachine-learning-algorithms/. Accessed Jul, 2023. 2020.

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