longtermevolution
2020-09-24, 04:18 AM
Article:
Conceptual Design of Pro active SONs based on the Big Data Framework for 5G Cellular Networks: A Novel Machine Learning Perspective Facilitating a Shift in the SON Paradigm
Abstract-
Self-Organizing Networks (SONs) are being researched extensively in the existing 3G and 4G landscape primarily to facilitate a convenient yet cost-effective
approach in the configuration, optimization and troubleshooting of networks. However, the existing SONs will be no match for the operational complexity of the envisioned 5G networks. Hence, this paper propose a novel Proactive SON methodology based on the Big Data framework to enable the shift in the SON paradigm.
This article present a comprehensive Big-Data based SON framework involving innovative Machine Learning techniques which would cater to scalability and programmability of 5G networks with respect to availability, reliability, speed, capacity, security and latency.
Author:
Bharath Keshavamurthy and Mohammad Ashraf
Link:
https://dgdrive.xyz/i88ns7bxsn74
Keep Learning
Conceptual Design of Pro active SONs based on the Big Data Framework for 5G Cellular Networks: A Novel Machine Learning Perspective Facilitating a Shift in the SON Paradigm
Abstract-
Self-Organizing Networks (SONs) are being researched extensively in the existing 3G and 4G landscape primarily to facilitate a convenient yet cost-effective
approach in the configuration, optimization and troubleshooting of networks. However, the existing SONs will be no match for the operational complexity of the envisioned 5G networks. Hence, this paper propose a novel Proactive SON methodology based on the Big Data framework to enable the shift in the SON paradigm.
This article present a comprehensive Big-Data based SON framework involving innovative Machine Learning techniques which would cater to scalability and programmability of 5G networks with respect to availability, reliability, speed, capacity, security and latency.
Author:
Bharath Keshavamurthy and Mohammad Ashraf
Link:
https://dgdrive.xyz/i88ns7bxsn74
Keep Learning