4.7 Article

Optimization of Flow Allocation in Asynchronous Deterministic 5G Transport Networks by Leveraging Data Analytics

Related references

Note: Only part of the references are listed.
Article Computer Science, Hardware & Architecture

Asynchronous Time-Sensitive Networking for 5G Backhauling

Jonathan Prados-Garzon et al.

Summary: This article delves into the adoption of asynchronous TSN for 5G backhauling, presenting relevant architecture and operation, as well as introducing a management framework for enabling TSN transport network slicing and interworking with 5G backhauling. It also discusses the flow allocation problem and the importance of Machine Learning techniques, concluding with a simulation-based proof-of-concept to assess the capacity of ATS-based forwarding planes for accommodating 5G data flows.

IEEE NETWORK (2021)

Article Computer Science, Information Systems

Performance Modeling of Softwarized Network Services Based on Queuing Theory With Experimental Validation

Jonathan Prados-Garzon et al.

Summary: This paper introduces an analytical model based on a queuing network to evaluate the response time of SNSs; experimental validation shows that the QNA method outperforms standard techniques with less error for medium and high workloads; all three methods produce errors lower than 10 percent for low workloads.

IEEE TRANSACTIONS ON MOBILE COMPUTING (2021)

Proceedings Paper Computer Science, Information Systems

Asynchronous Time-Sensitive Networking for Industrial Networks

Jonathan Prados-Garzon et al.

Summary: Time-Sensitive Networking (TSN) is expected to be a cornerstone in future industrial networks due to its deterministic quality of service and scalability advantages. The article evaluates the maximum capacity and flow allocation problem in asynchronous TSN networks, showing that network topology and traffic matrix significantly impact link utilization.

2021 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT (EUCNC/6G SUMMIT) (2021)

Article Computer Science, Information Systems

A Complete LTE Mathematical Framework for the Network Slice Planning of the EPC

Jonathan Prados-Garzon et al.

IEEE TRANSACTIONS ON MOBILE COMPUTING (2020)

Article Computer Science, Information Systems

Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System

Ibrahim Afolabi et al.

IEEE TRANSACTIONS ON MOBILE COMPUTING (2020)

Article Computer Science, Information Systems

Ultra-Low Latency (ULL) Networks: The IEEE TSN and IETF DetNet Standards and Related 5G ULL Research

Ahmed Nasrallah et al.

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2019)

Article Engineering, Electrical & Electronic

A Slice Admission Policy Based on Big Data Analytics for Multi-Tenant 5G Networks

Muhammad Rehan Raza et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2019)

Article Engineering, Electrical & Electronic

Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both?

Alessio Zappone et al.

IEEE TRANSACTIONS ON COMMUNICATIONS (2019)

Article Computer Science, Information Systems

Performance Comparison of IEEE 802.1 TSN Time Aware Shaper (TAS) and Asynchronous Traffic Shaper (ATS)

Ahmed Nasrallah et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

End-to-End Data Analytics Framework for 5G Architecture

Emmanouil Pateromichelakis et al.

IEEE ACCESS (2019)

Article Computer Science, Hardware & Architecture

A Theory of Traffic Regulators for Deterministic Networks With Application to Interleaved Regulators

Jean-Yves Le Boudec

IEEE-ACM TRANSACTIONS ON NETWORKING (2018)

Proceedings Paper Computer Science, Hardware & Architecture

IEEE 802.1Qbv Gate Control List Synthesis using Array Theory Encoding

Ramon Serna Oliver et al.

24TH IEEE REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM (RTAS 2018) (2018)

Article Engineering, Electrical & Electronic

Modeling and Dimensioning of a Virtualized MME for 5G Mobile Networks

Jonathan Prados-Garzon et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2017)

Article Computer Science, Hardware & Architecture

Reliability modeling and analysis of communication networks

Waqar Ahmed et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2017)

Proceedings Paper Computer Science, Theory & Methods

Synthesis of Queue and Priority Assignment for Asynchronous Traffic Shaping in Switched Ethernet

Johannes Specht et al.

2017 IEEE REAL-TIME SYSTEMS SYMPOSIUM (RTSS) (2017)