Results 1 to 10 of about 14,898,077 (239)
Model-Based Reinforcement Learning with Automated Planning for Network Management [PDF]
Sensors, 2022 Reinforcement Learning (RL) comes with the promise of automating network management. However, due to its trial-and-error learning approach, model-based RL (MBRL) is not applicable in some network management scenarios. This paper explores the potential of
Armando Ordonez +4 more
doaj +2 more sources
Software Defined Networking for Improved Wireless Sensor Network Management: A Survey. [PDF]
Sensors (Basel), 2017 Wireless sensor networks (WSNs) are becoming increasingly popular with the advent of the Internet of things (IoT). Various real-world applications of WSNs such as in smart grids, smart farming and smart health would require a potential deployment of ...
Ndiaye M, Hancke GP, Abu-Mahfouz AM.
europepmc +2 more sources
Enhancing Network Management Using Code Generated by Large Language Models [PDF]
ACM Workshop on Hot Topics in Networks, 2023 Analyzing network topologies and communication graphs is essential in modern network management. However, the lack of a cohesive approach results in a steep learning curve, increased errors, and inefficiencies.
Sathiya Kumaran Mani +8 more
semanticscholar +1 more source
Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study [PDF]
IEEE wireless communications, 2023 With the phenomenal success of diffusion models and ChatGPT, deep generation models (DGMs) have been experiencing explosive growth. Not limited to content generation, DGMs are also widely adopted in Internet of Things, Metaverse, and digital twin, due to
Yinqiu Liu +6 more
semanticscholar +1 more source
Swarm of UAVs for Network Management in 6G: A Technical Review [PDF]
IEEE Transactions on Network and Service Management, 2022 Fifth-generation (5G) cellular networks have led to the implementation of beyond 5G (B5G) networks, which are capable of incorporating autonomous services to swarm of unmanned aerial vehicles (UAVs).
Muhammad Asghar Khan +7 more
semanticscholar +1 more source
Wireless Communications and Mobile Computing, 2023 Smart network management automation (SNMA) is a technology that enables the automation of network management tasks. It provides a platform for automating network management, allowing administrators to manage their networks more reliably and efficiently ...
G. Ramesh +2 more
semanticscholar +1 more source
Energies, 2022 Sustainable City solutions can become an essential element of the development of contemporary urban communities. This development path can also provide opportunities for organisations operating in cities and metropolises.
Grzegorz Kinelski +2 more
doaj +1 more source
Self-Evolving Integrated Vertical Heterogeneous Networks
IEEE Open Journal of the Communications Society, 2023 6G and beyond networks tend towards fully intelligent and adaptive design in order to provide better operational agility in maintaining universal wireless access and supporting a wide range of services and use cases while dealing with network complexity ...
Amin Farajzadeh +3 more
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A review of IoT network management: Current status and perspectives
Journal of King Saud University: Computer and Information Sciences, 2021 During this last past decade, the Internet of Things (IoT) has gained much attention because it encompass intelligent devices such as smart sensors and actuators, which enable a wide range of applications that improve our daily life (e.g.
Moussa Aboubakar, Mounir Kellil, P. Roux
semanticscholar +1 more source
IEEE Access, 2023 The healthcare sector deals with sensitive and significant data that must be protected against illegitimate users. Software-defined networks (SDNs) are widely used in healthcare systems to ensure efficient resource utilization, security, optimal network ...
Laila M. Halman, Mohammed J. F. Alenazi
doaj +1 more source