Sökning: "Edge Computing"

Visar resultat 1 - 5 av 78 avhandlingar innehållade orden Edge Computing.

  1. 1. An Emulation-Based Performance Evaluation Methodology for Edge Computing and Latency Sensitive Applications

    Författare :Manuel Osvaldo Jesús Olguín Muñoz; James Gross; Karl H. Johansson; Yu Xiao; KTH; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Cloud Computing; Edge Computing; Performance Evaluation; Latency-sensitive Applications; Distributed Systems; Emulation; Extended Reality; Cyber-Physical Systems; Networked Control Systems; Wearable Cognitive Assistance; Electrical Engineering; Elektro- och systemteknik;

    Sammanfattning : Cloud Computing, with its globally-accessible nature and virtually unlimited scalability, has revolutionized our daily lives since its widespread adoption in the early 2000s. It allows us to access our documents anywhere, keep in touch with friends, back up photos, and even remotely control our appliances. LÄS MER

  3. 2. Towards Supporting IoT System Designers in Edge Computing Deployment Decisions

    Författare :Majid Ashouri; Paul Davidsson; Romina Spalazzese; Malmö universitet; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Internet of Things; Edge computing; Decision Support; Quality Attrib-utes; Metrics; Simulation;

    Sammanfattning : The rapidly evolving Internet of Things (IoT) systems demands addressing new requirements. This particularly needs efficient deployment of IoT systems to meet the quality requirements such as latency, energy consumption, privacy, and bandwidth utilization. LÄS MER

  4. 3. Distributed Intelligence for IoT Systems Using Edge Computing

    Författare :Ramin Firouzi; Rahim Rahmani; Thashmee Karunaratne; Sadok Ben Yahia; Stockholms universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Internet of Things IoT ; Edge Computing; Distributed Intelligence; Software Defined Networking SDN ; Federated Learning; 5G; O-RAN; Network Slicing; Reinforcement Learning; data- och systemvetenskap; Computer and Systems Sciences;

    Sammanfattning : Over the past decade, the Internet of Things (IoT) has undergone a paradigm shift away from centralized cloud computing to edge computing. Hundreds of billions of things are estimated to be deployed in the rapidly advancing IoT paradigm, resulting in an enormous amount of data. LÄS MER

  5. 4. Edge orchestration for latency-sensitive applications

    Författare :Ali Rahmanian; Erik Elmroth; Ahmed Ali-Eldin; Ada Gavrilovska; Umeå universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Edge Computing; Resource Management; Latency-Sensitive Applications; Edge Video Analytics; Computer Science; datalogi; Computer Systems; datorteknik;

    Sammanfattning : The emerging edge computing infrastructure provides distributed and heterogeneous resources closer to where data is generated and where end-users are located, thereby significantly reducing latency. With the recent advances in telecommunication systems, software architecture, and machine learning, there is a noticeable increase in applications that require processing times within tight latency constraints, i. LÄS MER

  7. 5. Towards Enabling the Next Generation of Edge Controlled Robotic Systems

    Författare :Achilleas Santi Seisa; George Nikolakopoulos; Shahab Heshmati-Alamdari; Luleå tekniska universitet; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Edge Robotics; Edge Computing; Robotics; Robotics and Artificial Intelligence; Robotik och artificiell intelligens;

    Sammanfattning : This thesis introduces a novel framework for edge robotics, enabling the advancement of edge-connected and controlled robots. Autonomous robots, such as Unmanned Aerial Vehicles (UAVs), generate vast amounts of multi-sensor data and rely on complex algorithms. LÄS MER