Table of Contents - Y.3441 (04/2026) - Quality of service requirements and framework for deterministic communication services enabled by machine learning-based joint resource scheduling

1	Scope
2	References
3	Definitions
	3.1	Terms defined elsewhere
	3.2 	Terms defined in this Recommendation
4	Abbreviations and acronyms
5	Conventions
6	Overview
7	QoS requirements
	7.1	High-level requirements
	7.2	Requirements for inter-TD agents
	7.3	Requirements for intra-TD agents
	7.4	Requirements for reward quantification
8	Framework
	8.1	Capabilities of the inter-TD agent
	8.2 	Capabilities of the intra-TD agent
9	Example of operational procedure
	9.1 	Model training
	9.2 	ML model testing
	9.3	Model deployment
10	Security consideration
Appendix I – An example of QoS assurance for deterministic communication services across 5G and TSN enabled by ML-based joint resource scheduling
Bibliography