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Showing 1 to 5 of 5 for “"Virtual Network Functions"”.

  1. Hybrid AI-driven Approach to Context-Aware Inter-Slice Load Balancing for Cloud-Native Functions in 5G Networks

    … focusing on cloud-native or container-based network functions (CNFs) that improve scalability and lifecycle management compared to virtual network functions (VNFs). CNFs simplify orchestration by leveraging reliable service meshes and eliminating proxies. The thesis emphasizes high-level …

    carleton Repository record for Hybrid AI-driven Approach to Context-Aware Inter-Slice Load Balancing for Cloud-Native Functions in 5G Networks (opens in a new tab)

  2. Machine Learning for Performance Aware Virtual Network Function Placement

    With the growing demand for data connectivity, network service providers are faced with the task of reducing their capital and operational expenses while simultaneously improving network performance and addressing the increased connectivity demand. Although Network Function Virtualization has been …

    uwo Repository record for Machine Learning for Performance Aware Virtual Network Function Placement (opens in a new tab)

  3. Efficient access network selection and data demand prediction for 5G systems

    … demand, fifth generation (5G) of wireless network is on the verge of deployment. This new generation of the wireless networks would pose different challenges for both subscribers and service providers, and the challenges need to be carefully addressed. Due to the diverse nature of the …

    cape-town Repository record for Efficient access network selection and data demand prediction for 5G systems (opens in a new tab)

  4. Efficient and robust resource allocation for network function virtualization

    With the advent of Network Function Virtualization (NFV), network services that traditionally run on proprietary dedicated hardware can now be realized using Virtual Network Functions (VNFs) that are hosted on general-purpose commodity hardware. This new network paradigm offers a great flexibility …

    temple Repository record for Efficient and robust resource allocation for network function virtualization (opens in a new tab)

  5. Design of Secure Scalable Frameworks for Next Generation Cellular Networks

    Leveraging Network Functions Virtualization (NFV), the Fifth Generation (5G) core, and Radio Access Network (RAN) functions are implemented as Virtual Network Functions (VNFs) on Commercial-off-the-Shelf (COTS) hardware. The use of virtualized micro-services to implement these 5G VNFs enables the …

    vt Repository record for Design of Secure Scalable Frameworks for Next Generation Cellular Networks (opens in a new tab)