On Building an End-to-end Prototype System for Harvesting Performance Characteristics of Code Snippets
[ 1 ] Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ 2 ] Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ SzD ] doktorant ze Szkoły Doktorskiej | [ P ] pracownik
2024
rozdział w monografii naukowej / referat
angielski
- performance experiments
- architecture design
- containerization
EN End-to-end solutions for running data engineering experiments and getting insights from them are gaining more and more interest from research communities. The insights are typically learned from applying machine learning algorithms on experimental data. In this context, ex- periments repeatability and open access experimental data become new important trends. In this paper we propose an end-to-end prototype architecture for collecting and analyzing perfor- mance characteristics of code snippets. The system was originally built, deployed, and tested for the problem of building performance models of user defined functions in data integration processes.
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