Intro
Preface
Organization
Contents
6th Workshop on "5G
Putting Intelligence to the Network Edge" (5G-PINE 2021)
5G-PINE 2021 Workshop
Organization
Workshop Co-chairs
5G Communications as "Enabler" for Smart Power Grids: The Case of the Smart5Grid Project
1 Introduction
2 Smart5Grid: An Innovative Context for the Energy Ecosystem
3 Smart5Grid Use Cases
3.1 Use Case 1: Automatic Power Distribution Grid Fault Detection
3.2 Use Case 2: Remote Inspection of Automatically Delimited Working Areas at Distribution Level

3.3 Use Case 3: Millisecond Level Precise Distribution Generation Control
3.4 Use Case 4: Real-Time Wide Area Millisecond Level Precise Distribution Generation Control
4 Concluding Remarks
References
5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways
1 Introduction
2 Railway Vertical Services and Requirements in 5G-VICTORI
2.1 Vertical Services, Requirements and KPIs
2.2 Network Deployment Requirements and Options
3 5G-VICTORI Deployment for FRMCS
4 Further Challenges and Requirements
5 Conclusions
References

5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computing
1 Introduction
2 Background and Concepts
2.1 Data Shower and Multi-CDN
2.2 Streaming Monitoring and Analytics via MPEG-SAND
2.3 Network-Based Media Processing
NBMP
3 Data Shower Architecture and Deployment
4 Conclusion
References
A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond
1 Introduction
2 Zero-Touch Management in the Scope of the MonB5G Project
3 Architectural Framework

4 Assessment and Further Expectations
References
A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factory
1 Introduction
2 Specific Use Case
3 High Level Architecture
4 Infrastructure/Testbed
5 Scenarios
6 Conclusions and Future Work
References
Advanced First Responders' Services by Using FASTER Project Architectural Solution
1 Introduction
2 FASTER 5G-Enabling Network
3 FASTER QoS Monitoring Framework
4 Conclusion
References
High Mobility 5G Services for Vertical Industries
Network Operator's View
1 Introduction

2 Overview of the Vertical Industries in Focus
2.1 Automotive Sector
2.2 Unmanned Aviation Sector
3 3GPP 5GS Support of Vertical Industries in Focus
3.1 Approach to the Requirements
3.2 Implementation of Requirements
Architecture and Mechanisms
4 Key Gaps and Challenges
4.1 Network Slicing
4.2 RAN Mechanisms
4.3 Specific Architectural Support of V2X/UAV Use Cases
4.4 Multi-Access Edge Computing
4.5 Agile Management and Provisioning Architecture
5 Conclusions
References
Machine Learning-Based, Networking and Computing Infrastructure Resource Management