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Researchers propose framework for future network systems

Simon Osuji by Simon Osuji
April 27, 2024
in Artificial Intelligence
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Researchers propose framework for future network systems
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Researchers propose groundbreaking framework for future network systems
Constructing the ideal network system that are “designed for changes” and “capable of symbiosis and coexistence”. Credit: Jiangxing Wu, Junfei Li, Penghao Sun, Yuxiang Hu, Ziyong

In a new study published in Engineering, Wu Jiangxing’s research team unveils a theoretical framework that could revolutionize the landscape of network systems and architectures.

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The paper titled “Theoretical Framework for a Polymorphic Network Environment,” addresses a fundamental challenge in network design—achieving global scalability while accommodating the diverse needs of evolving services.

For decades, the quest for an ideal network capable of seamlessly scaling across various dimensions has remained elusive. The team, however, has identified a critical barrier known as the “impossible service-level agreement (S), multiplexity (M), and variousness (V) triangle” dilemma, which highlights the inherent limitations of traditional unimorphic network systems.

These systems struggle to adapt to the growing complexity of services and application scenarios while maintaining global scalability throughout the network’s life cycle.

To overcome this challenge, the researchers propose a paradigm shift in network development—an approach they term the polymorphic network environment (PNE). At the core of this framework lies the separation of application network systems from the underlying infrastructure environment.

By leveraging core technologies such as network elementization and dynamic resource aggregation, the PNE enables the creation of a versatile “network of networks” capable of accommodating diverse service requirements.

Through extensive theoretical analysis and environment testing, the team demonstrates the viability of the PNE model. Results indicate that the framework not only supports multiple application network modalities simultaneously but also aligns with technical and economic constraints, thus paving the way for scalable and adaptable network architectures.

This study challenges the conventional wisdom surrounding network design and offers a promising path towards achieving the elusive goal of an ideal network system. The PNE not only addresses the limitations of current approaches but also lays the foundation for a more flexible and resilient network infrastructure.

Looking ahead, the team aims to further refine the PNE framework and explore key techniques such as elemental extraction and flexible resource scheduling. By doing so, they seek to unlock the full potential of polymorphic network systems and usher in a new era of connectivity and innovation.

The publication of this paper marks a significant milestone in the field of network engineering, with implications that extend far beyond academia. As society becomes increasingly reliant on interconnected systems, the development of scalable and adaptable networks is more crucial than ever. With the PNE, researchers are one step closer to realizing this vision.

More information:
Jiangxing Wu et al, Theoretical Framework for a Polymorphic Network Environment, Engineering (2024). DOI: 10.1016/j.eng.2024.01.018

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Engineering

Citation:
Researchers propose framework for future network systems (2024, April 26)
retrieved 27 April 2024
from https://techxplore.com/news/2024-04-framework-future-network.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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