Essays about: "Network Slicing"
Found 5 essays containing the words Network Slicing.
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1. Adversarial Machine (Deep) Learning-basedRobustification in 5G Networks
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : A significant development in wireless communication and artificial intelligence has been made possible by the combination of 5G networks with deep learning methods. This paper explores the complex interactions between these areas, concentrating on the dangers that adversarial attacks represent in the context of 5G network slicing. READ MORE
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2. Service Level Objective based Fairness
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : To solve the bottleneck problem of resource utilization and user experience quality in mobile communication networks, 5G introduces network slicing to cope with the huge resource demand of users. To further improve the quality of service for users with different needs, a new fairness definition based on service level objective is introduced. READ MORE
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3. AI-driven admission control : with Deep Reinforcement Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : 5G is expected to provide a high-performance and highly efficient network to prominent industry verticals with ubiquitous access to a wide range of services with orders of magnitude of improvement over 4G. Network slicing, which allocates network resources according to users’ specific requirements, is a key feature to fulfil the diversity of requirements in 5G network. READ MORE
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4. Random Reference Models and Network Rewiring in Temporal Network Clustering
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Computing on temporal networks is difficult because of their dynamic nature. One way to solve this is to slice them into multilayer networks, but this results in a loss of information. READ MORE
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5. Route flow estimation based on time-dependent route choice sets and historical travel times
University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska högskolanAbstract : Since congestion leads to variations in travel time which gives a variation in the traffic flow, it is interesting to estimate the traffic flow in larger cities where cars drive in a limited space. In order to estimate the traffic flow, different traffic models are usually used. READ MORE