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Showing result 1 - 5 of 26 essays matching the above criteria.

  1. 1. Reducing Power Consumption For Signal Computation in Radio Access Networks : Optimization With Linear Programming and Graph Attention Networks

    University essay from Linköpings universitet/Programvara och system

    Author : Martin Nordberg; [2023]
    Keywords : Cloud RAN; Constrained optimization; Mixed integer linear programming; MILP; Machine learning; Graph neural network; Graph attention network; GAT;

    Abstract : There is an ever-increasing usage of mobile data with global traffic having reached 115 exabytes per month at the end of 2022 for mobile data traffic including fixed wireless access. This is projected to grow up to 453 exabytes at the end of 2028, according to Ericssons 2022 mobile data traffic outlook report. READ MORE

  3. 2. Deterministic Performance on Kubernetes

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Chetan Kandya; [2023]
    Keywords : Kubernetes; Deterministic Performance; Core Isolation; IDO; Intent Driven Orchestration; CRI-RM; Docker; Cloud Optimization;

    Abstract : With the exponential growth of virtualization and cloud computing over the last decade, many companies in the telecommunications sector have started their journey towards cloud migration by exchanging a lot of specialized hardware for virtualized solutions. With more and more applications running in a cloud environment, it became essential to run these applications on heterogeneous systems with shared underlying hardware and software resources. READ MORE

  4. 3. Performance Evaluation of WebRTC Server On Different Container Technologies : Kubernetes and Docker Swarm

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Naga Vyshnavi Kukkapalli; [2021]
    Keywords : Docker Orchestration; Kubernetes; Docker Swarm; WebRTC; Kurento; Containers; Real-Time communication; Prometheus;

    Abstract : Background:  Cloud computing technology has come a long way with various technological advancements in the past few years. It has been accelerated with the evolution of various virtualization technologies. READ MORE

  5. 4. Further investigation of the performance overhead for hypervisor- and container-based virtualization.

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Zheng Cui; [2020]
    Keywords : Hypervisor; Container; Virtualization; Network function virtualization; Software Defined Network; Technology and Engineering;

    Abstract : This thesis work aims to find a suitable environment for different virtualization system to achieve enhanced performance. Virtualization plays a vital role in cloud services, and it is essential to help cloud users comprehend the brief distinction between different virtualization technologies. READ MORE

  6. 5. Offloading Virtual Network Functions – Hierarchical Approach

    University essay from Karlstads universitet

    Author : Jonatan Langlet; [2020]
    Keywords : vnf; hardware acceleration; 5g; nfv; smartnic; offloading;

    Abstract : 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. READ MORE