Sökning: "vnf"
Visar resultat 1 - 5 av 13 uppsatser innehållade ordet vnf.
1. Enhanced Experience Generation for Reinforcement Learning Pre-training in Telecommunication Systems
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : In recent years, the rise of Reinforcement Learning (RL) in robotics and games has attracted growing attention from different industries, such as telecommunications. One novel attempt to apply reinforcement learning within telecommunications is to train an RL agent for auto-scaling Virtualized Network Functions (VNFs) in a core network environment. LÄS MER
2. Offloading Virtual Network Functions – Hierarchical Approach
Magister-uppsats, Karlstads universitetSammanfattning : Next generation mobile networks are designed to run in a virtualized environment, enabling rapid infrastructure deployment and high flexibility for coping with increasing traffic demands and new service requirements. Such network function virtualization imposes additional packet latencies and potential bottlenecks not present in legacy network equipment when run on dedicated hardware; such bottlenecks include PCIe transfer delays, virtualization overhead, and utilizing commodity server hardware which is not optimized for packet processing operations. LÄS MER
3. HAALO : A cloud native hardware accelerator abstraction with low overhead
Master-uppsats, Luleå tekniska universitet/DatavetenskapSammanfattning : With the upcoming 5G deployment and the exponentially increasing data transmitted over cellular networks, off the shelf hardware won't provide enough performance to cope with the data being transferred over cellular networks. To tackle that problem, hardware accelerators will be of great support thanks to their better performances and lower energy consumption. LÄS MER
4. Evaluation of Using Secure Enclaves in Virtualized Radio Environments
Master-uppsats, Linköpings universitet/Databas och informationsteknikSammanfattning : Virtual Network Functions (VNFs) are software applications that process network packets in virtualized environments such as clouds. Using VNFs to process network traffic inside a cloud, which could be controlled by a third-party, exposes the secrets that are stored within the VNFs to a significant amount of threats. LÄS MER
5. Deep Reinforcement Learning for Adaptive Resource Allocation in Virtualized Network Functions
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Network Function Virtualization (NFV) is the transition from proprietary hardware functions to virtualized counterparts of them within the telecommunication industry. These virtualized counterparts are known as Virtualized Network Functions (VNFs) and are the main building blocks of NFV. LÄS MER
