Essays about: "VNF’s"

Showing result 1 - 5 of 11 essays containing the word VNF’s.

  1. 1. Encoder-Decoder Networks for Cloud Resource Consumption Forecasting

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

    Author : Sami Mejdi; [2020]
    Keywords : Telecommunications; Cloud; Time Series; Forecasting; Encoder-Decoder; Deep Learning; Machine Learning; Telekommunikation; Moln; Tidsserie; Prognoser; Encoder-Decoder; Djupinlärning; Maskininlärning;

    Abstract : Excessive resource allocation in telecommunications networks can be prevented by forecasting the resource demand when dimensioning the networks and then allocating the necessary resources accordingly, which is an ongoing effort to achieve a more sustainable development. In this work, traffic data from cloud environments that host deployed virtualized network functions (VNFs) of an IP Multimedia Subsystem (IMS) has been collected along with the computational resource consumption of the VNFs. READ MORE

  2. 2. Enhanced Experience Generation for Reinforcement Learning Pre-training in Telecommunication Systems

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

    Author : Tianxiao Zhao; [2020]
    Keywords : ;

    Abstract : 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. READ MORE

  3. 3. Evaluation of Using Secure Enclaves in Virtualized Radio Environments

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Emil Norberg; [2019]
    Keywords : Enclave; Open Enclave; Asylo; VNF;

    Abstract : 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. READ MORE

  4. 4. Deep Reinforcement Learning for Adaptive Resource Allocation in Virtualized Network Functions

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

    Author : Simon Ignat; [2018]
    Keywords : ;

    Abstract : 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. READ MORE

  5. 5. Generic Deployment Tools for Telecom Apps In Cloud : terraforming

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Nikhil Mara; [2018]
    Keywords : ;

    Abstract : Network function virtualization is gaining acceptance as modern approach enabling telecom equipments to run as software modules known as VirtualNetwork Functions(VNFs) on IT hardware on top of cloud.To host these modules, virtual infrastructure is needed within the cloud.For this purpose,cloud orchestrators are used. READ MORE