Deep Reinforcement Learning for Resource Management in Network Slicing
IEEE Access, 2018 Network slicing is born as an emerging business to operators by allowing them to sell the customized slices to various tenants at different prices. In order to provide better-performing and costefficient services, network slicing involves challenging ...
Rongpeng Li +7 more
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A Comprehensive Overview of Network Slicing for Improving the Energy Efficiency of Fifth-Generation Networks [PDF]
SensorsThe introduction of fifth-generation (5G) mobile networks leads to an increase in energy consumption and higher operational costs for mobile network operators (MNOs).
Josip Lorincz +2 more
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Network Slicing: Recent Advances, Taxonomy, Requirements, and Open Research Challenges
IEEE Access, 2020 Fifth-generation (5G) and beyond networks are envisioned to provide multi-services with diverse specifications. Network slicing is identified as a key enabling technology to enable 5G networks with multi-services. Network slicing allows a transition from
Latif U. Khan +4 more
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Generation of a network slicing dataset: The foundations for AI-based B5G resource management [PDF]
Data in BriefThis paper presents a comprehensive network slicing dataset designed to empower artificial intelligence (AI), and data-based performance prediction applications, in 5G and beyond (B5G) networks.
Miquel Farreras +3 more
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Network, 2022 This article reveals an adequate comprehension of basic defense, security challenges, and attack vectors in deploying multi-network slicing. Network slicing is a revolutionary concept of providing mobile network on-demand and expanding mobile networking ...
Stan Wong, Bin Han, Hans D. Schotten
doaj +3 more sources
Optimizing network bandwidth slicing identification: NADAM-enhanced CNN and VAE data preprocessing for enhanced interpretability. [PDF]
PLoS ONECommunication networks of the future will rely heavily on network slicing (NS), a technology that enables the creation of distinct virtual networks within a shared physical infrastructure.
Md Fahim Ul Islam +4 more
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KPI Guarantees in Network Slicing [PDF]
IEEE/ACM Transactions on Networking, 2022 Thanks to network slicing, mobile networks can now support multiple and diverse services, each requiring different key performance indicators (KPIs). In this new scenario, it is critical to allocate network and computing resources efficiently and in such a way that all KPIs targeted by a service are met.
Jorge Martin-Perez +4 more
openaire +3 more sources
5G Communication Systems: Network Slicing and Virtual Private Network Architecture [PDF]
ITM Web of Conferences, 2023 5G communication systems are being rolled out with multiple technological solutions and applications being fielded on existing as well as enhanced infrastructure.
Makhija Deven
doaj +1 more source
Design and Experimental Validation of a Software-Defined Radio Access Network Testbed with Slicing Support [PDF]
, 2019 Network slicing is a fundamental feature of 5G systems to partition a single network into a number of segregated logical networks, each optimized for a particular type of service, or dedicated to a particular customer or application.
Casadevall, F. +6 more
core +4 more sources
Hybrid Network Slicing: Composing Network Slices based on VNFs, CNFs Network Services [PDF]
2020 6th IEEE Conference on Network Softwarization (NetSoft), 2020 This paper presents the creation of Network Slices, which are composed of Network Services that are either composed of Cloud-native Network Functions or Virtual Network Functions. This is referred to as Hybrid Network Slice. In addition to describing this idea, this paper demonstrates the benefits of Hybrid Network Slices.
Pol Alemany +8 more
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