Essays about: "Fog computing"

Showing result 1 - 5 of 20 essays containing the words Fog computing.

  1. 1. Federated Machine Learning for Resource Allocation in Multi-domain Fog Ecosystems

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Weilin Zhang; [2023]
    Keywords : Workload Allocation; Federated Learning; Deep Q-network; Fog networks; Federated Average Aggregation;

    Abstract : The proliferation of the Internet of Things (IoT) has increasingly demanded intimacy between cloud services and end-users. This has incentivised extending cloud resources to the edge in what is deemed fog computing. The latter is manifesting as an ecosystem of connected clouds, geo-dispersed and of diverse capacities. READ MORE

  3. 2. IoT as Fog Nodes: An Evaluation on Performance and Scalability

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Ishaq Ezaz; [2023]
    Keywords : Internet of Things IoT ; fog computing; fog nodes; distributed computing; cloud computing; scalability; latency; performance; data processing; communication overhead.; Internet of Things IoT ; dimdatorer; dimnoder; distribuerad system; databearbetning; moln; skalbarhet; prestanda; latens; kommunikationskostnad.;

    Abstract : I takt med den exponentiella tillväxten av Internet of Things (IoT) har utmaningen att hantera den enorma mängden genererade data blivit allt större. Denna studie undersöker paradigmen med distribuerade dimdatorer, där kostnadseffektiva IoT-enheter används som dimnoder, som en potentiell lösning på de utmaningarna som det centraliserade molnet står inför. READ MORE

  4. 3. Comparing PLC, Software Containers and Edge Computing for future industrial use: a literature review

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Mumthas Basem; [2022]
    Keywords : Programmable Logic Controller PLC ; Functional Block; Container Technology; Edge Computing; Fog Computing; Industrial Internet of Things IIoT ;

    Abstract : Industrial automation is critical in today's industry. The majority of new scientific and technological advancements are either enabling technologies or industrial automation application areas. In the past, the two main forms of control systems were distributed control systems (DCS) and programmable logic controllers (PLCs). READ MORE

  5. 4. Evaluating Distributed Machine Learning for Fog Computing loT scenarios : A Comparison Between Distributed and Cloud-based Training on Tensorflow

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Hassan El Ghamri; [2022]
    Keywords : Machine learning; distributed machine learning; IoT; cloud computing; fog computing; Tensorflow; Maskininlärning; distribuerad maskininlärning; sakernas internet; molntjänster; fog computing; Tensorflow;

    Abstract : Dag för dag blir sakernas internet-enheter (IoT) en större del av vårt liv. För närvarande är dessa enheter starkt beroende av molntjänster vilket kan utgöra en integritetsrisk. Det allmänna syftet med denna rapport är att undersöka alternativ till molntjänster, ett ganska fascinerande alternativ är fog computing. READ MORE

  6. 5. A Proposal and Implementation of a Novel Architecture Model for Future IoT Applications : With focus on fog computing

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Viktor Andersson; [2022]
    Keywords : Internet of Things; Fog computing; Cloud computing; Mist computing; Distributed Systems;

    Abstract : The number of IoT devices and their respective data is increasing for each day impacting the traditional architecture model of solely using the cloud for processing and storage in a negative way. This model may therefore need a supporting model to alleviate the different challenges for future IoT applications. READ MORE