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   Articles with "zero touch" as a keyword



Accountable Bootstrapping Based on Attack Resilient Public Key Infrastructure and Secure Zero Touch Provisioning

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3231015

Abstract: Internet Engineering Task Force (IETF) issued Secure Zero Touch Provisioning (SZTP) as a provisioning technique for networking devices without human intervention. SZTP standardizes the provisioning workflow from device enrollment to bootstrapping process. Unfortunately, implementing a… read more here.

Keywords: key infrastructure; accountable bootstrapping; secure zero; public key ... See more keywords

Toward Zero-Touch Cellular Networks via Next-Generation Crowdsourcing

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3489354

Abstract: Under the Zero-touch network and Service Management (ZSM) paradigm, cellular networks are moving to fully automated schemes in order to minimize human intervention and maximize efficiency. Until now, such management has been based on network… read more here.

Keywords: generation crowdsourcing; cellular networks; next generation; zero touch ... See more keywords

Large Language Models for Zero Touch Network Configuration Management

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recommendations! Published in 2024 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.001.2400368

Abstract: The zero-touch network and service management (ZSM) paradigm, a direct response to the increasing complexity of communication networks, is a problem-solving approach. In this article, taking advantage of recent advances in generative artificial intelligence, we… read more here.

Keywords: configuration; touch network; zero touch; language ... See more keywords

AI-Driven Zero Touch Network and Service Management in 5G and Beyond: Challenges and Research Directions

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recommendations! Published in 2020 at "IEEE Network"

DOI: 10.1109/mnet.001.1900252

Abstract: The foreseen complexity in operating and managing 5G and beyond networks has propelled the trend toward closed-loop automation of network and service management operations. To this end, the ETSI Zero-touch network and Service Management (ZSM)… read more here.

Keywords: management; service management; network service; zero touch ... See more keywords

Deep-Learning-Based Weak Electromagnetic Intrusion Detection Method for Zero Touch Networks on Industrial IoT

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recommendations! Published in 2022 at "IEEE Network"

DOI: 10.1109/mnet.001.2100754

Abstract: The Industrial Internet of Things (IIoT), consisting of a large number of self-organized sensors, is one of the prominent representatives of zero touch networks, which will be widely used for information interconnection. With the advancement… read more here.

Keywords: intrusion detection; detection method; zero touch; deep learning ... See more keywords

Realizing the Tactile Internet through Intelligent Zero Touch Networks

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recommendations! Published in 2022 at "IEEE Network"

DOI: 10.1109/mnet.001.2200016

Abstract: The Internet of Things is expected to evolve and create numerous technological advances, paving the road for solutions that were once considered impossible. The Tactile Internet (TI), which is envisioned to enable real-time transmission of… read more here.

Keywords: network; touch networks; realizing tactile; zero touch ... See more keywords

Zero Touch Networks to Realize Virtualization: Opportunities, Challenges, and Future Prospects

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recommendations! Published in 2022 at "IEEE Network"

DOI: 10.1109/mnet.001.2200029

Abstract: The heterogeneity and growing complexity from the evolution of 5G and beyond networks and the development of future IoT networks necessitate the automatic management of these networks. The exacerbated growth of IoT devices and foreseen… read more here.

Keywords: virtualization; touch networks; virtualization opportunities; networks realize ... See more keywords

Toward Zero Touch Networks: From the Perspective of Hierarchical Language Systems

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recommendations! Published in 2022 at "IEEE Network"

DOI: 10.1109/mnet.001.2200037

Abstract: With ever increasing complexity and dynamicity of communication networks, intelligent network operation and maintenance has become more important to network operators. With the fast development of artificial intelligence, concepts such as “zero touch,” “intent-based,” “knowledge-defined,”… read more here.

Keywords: network; hierarchical language; touch networks; networks perspective ... See more keywords

Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach

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recommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2021.3113054

Abstract: In this paper, we propose a Zero-Touch, deep reinforcement learning (DRL)-based Proactive Failure Recovery framework called ZT-PFR for stateful network function virtualization (NFV)-enabled networks. To this end, we formulate a resource-efficient optimization problem minimizing the… read more here.

Keywords: drl; failure recovery; nfv enabled; failure ... See more keywords

Smart Zero-Touch Management of UAV-Based Edge Network

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recommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2022.3160858

Abstract: The next generation of wireless communications networks, namely 6G, will be aimed at realizing a fully connected world, and at providing ubiquitous connectivity to people and objects even in remote areas that are very far… read more here.

Keywords: network; management; touch management; smart zero ... See more keywords

Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management

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recommendations! Published in 2024 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2024.3377442

Abstract: Zero-touch network management is one of the most ambitious yet strongly required paradigms for beyond 5G and 6G mobile communication systems. Achieving full automation requires a closed loop that combines (i) network status data collection… read more here.

Keywords: loss meta; zero touch; network management; network ... See more keywords