Essays about: "network slicing"

Showing result 1 - 5 of 6 essays containing the words network slicing.

1. 1. Adversarial Machine (Deep) Learning-basedRobustification in 5G Networks

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Mirjalol Aminov; [2023]
   Keywords : 5G; Network Slicing; Adversarial Machine Learning; Machine Learning; Deep Learning;

   Abstract :  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

3. 2. Network Slicing to Enhance Edge Computing for Automated Warehouse

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Xiaoyi Wei; [2022]
   Keywords : Network Slicing; Wi-Fi; 5G; Human-Robot Collaboration; Multi-access Edge Computing; Nätverksskärning; Wi-Fi; 5G; Samarbete mellan människa och robot; Multi-access Edge Computing;

   Abstract : In a previous work, a distributed safety framework supported by edge computing was developed to enable real-time response of robots that collaborate with humans in the Human-Robot Collaboration (HRC) scenario. However, as the number of robots in the automated warehouse increases, the network is easier to induce the congestion. READ MORE

4. 3. Service Level Objective based Fairness

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Wenqin Chen; [2021]
   Keywords : network slicing; fairness; greedy algorithm; service level objective; slicing weight value; user priority; nätverksskivning; rättvisa; girig algoritm; servicenivåmål; skivning av viktvärde; användarprioritet;

   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

5. 4. AI-driven admission control : with Deep Reinforcement Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Lingling Ai; [2021]
   Keywords : Admission Control; Reinforcement Learning; Configurable Observability; Network Slicing; Deep Q-Learning; Antagningskontroll; förstärkningsinlärning; konfigurerbar observerbarhet; nätverksdelning; Deep Q-Learning;

   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

6. 5. Random Reference Models and Network Rewiring in Temporal Network Clustering

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Patrik Seiron; [2019]
   Keywords : ;

   Abstract : 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