Demonstration Paper: Monitoring Machine Learning Contracts with QoA4ML
Loading...
Access rights
openAccess
publishedVersion
URL
Journal Title
Journal ISSN
Volume Title
Poster
This publication is imported from Aalto University research portal.
View publication in the Research portal (opens in new window)
View/Open full text file from the Research portal (opens in new window)
View publication in the Research portal (opens in new window)
View/Open full text file from the Research portal (opens in new window)
Authors
Date
Department
Major/Subject
Mcode
Degree programme
Language
en
Pages
2
Series
Abstract
Using machine learning (ML) services, both service customers and providers need to monitor complex contractual constraints of ML service that are strongly related to ML models and data. Therefore, establishing and monitoring comprehensive ML contracts are crucial in ML serving. This paper demonstrates a set of features and utilities of the QoA4ML framework for ML contracts.Description
Keywords
Other note
Citation
Nguyen, T & Truong, L 2021, 'Demonstration Paper: Monitoring Machine Learning Contracts with QoA4ML', ACM/SPEC International Conference on Performance Engineering, Rennes, France, 19/04/2021 - 23/04/2021 pp. 169-170. https://doi.org/10.1145/3447545.3451172