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Model-Based Reinforcement Learning with Automated Planning for Network Management [PDF]
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
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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
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Self-Evolving Integrated Vertical Heterogeneous Networks
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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monetary policy, short-term debt for long-term investment, credit maturity structure
Identification of network vulnerability is one of the important means of cyberspace operation, management and security. As a typical case of network vulnerability, network cascading failures are often found in infrastructure networks such as the power ...
Hangyu Hu +5 more
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Network Management in Heterogeneous IoT Networks
Heterogeneous networks (hetnets) is an interconnection of distinctive networking paradigms to enable wider reachability and greater collaborations. In large Internet-of-Things (IoT) applications, many wireless networks are spatially co-located and intertwined forming hetnets; for instance, health monitoring devices utilising ZigBee or IEEE 802.15.4 co ...
Selvaraju, Shunmuga Priyan +4 more
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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
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Managed clinical networks [PDF]
Multilateral collaboration as a basis for the future organisation of paediatric services? The NHS plan1 opened by affirming the value placed on the NHS, while also casting a warning shadow: “The NHS is the public service most valued by British people . . .
S, Cropper, A, Hopper, S A, Spencer
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A Fine-Grained Network Congestion Detection Based on Flow Watermarking
With the rapid development of the network, how to effectively reduce the dynamic delay and improve the performance of the network is an important and challenging problem.
Lusha Mo, Gaofeng Lv, Baosheng Wang
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Adaptive Network Slicing in Multi-Tenant 5G IoT Networks
The Fifth Generation (5G) mobile networking coupled with Internet of Things (IoT) can provide innovative solutions for a wide range of uses cases. The flexibility of virtualized, softwarized and multi-tenant infrastructures and the high performance ...
Antonio Matencio Escolar +4 more
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Managing HeterogeneousWSNs in Smart Cities: Challenges and Requirements [PDF]
The dramatic advances in wireless communications and electronics have enabled the development of Wireless Sensor Networks (WSNs). WSNs consist of many aordable and portable sensor nodes for collecting data from the environment.
Trang Cao Minh +4 more
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