Essays about: "multi-access edge computing"

Found 4 essays containing the words multi-access edge computing.

  1. 1. Belief Rule-Based Workload Orchestration in Multi-access Edge Computing

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Mohammad Newaj Jamil; [2022]
    Keywords : Multi-access Edge Computing MEC ; Task Offloading; Workload Orchestrator; Belief Rule Base BRB ; Performance Evaluation;

    Abstract : Multi-access Edge Computing (MEC) is a standard network architecture of edge computing, which is proposed to handle tremendous computation demands of emerging resource-intensive and latency-sensitive applications and services and accommodate Quality of Service (QoS) requirements for ever-growing users through computation offloading. Since the demand of end-users is unknown in a rapidly changing dynamic environment, processing offloaded tasks in a non-optimal server can deteriorate QoS due to high latency and increasing task failures. READ MORE

  3. 2. Network Slicing to Enhance Edge Computing for Automated Warehouse

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

    Author : Xiaoyi Wei; [2022]
    Keywords : Network Slicing; Wi-Fi; 5G; Human-Robot Collaboration; Multi-access Edge Computing; Nätverksskärning; Wi-Fi; 5G; Samarbete mellan människa och robot; Multi-access Edge Computing;

    Abstract : In a previous work, a distributed safety framework supported by edge computing was developed to enable real-time response of robots that collaborate with humans in the Human-Robot Collaboration (HRC) scenario. However, as the number of robots in the automated warehouse increases, the network is easier to induce the congestion. READ MORE

  4. 3. Safety-Oriented Task Offloading for Human-Robot Collaboration : A Learning-Based Approach

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

    Author : Franco Ruggeri; [2021]
    Keywords : Human-Robot Collaboration; Multi-access Edge Computing; Task Offloading; Artificial Intelligence; Reinforcement Learning; Människa-robotkollaboration; Multi-access Edge Computing; Uppgiftsavlastning; Artificiell intelligens; Reinforcement Learning;

    Abstract : In Human-Robot Collaboration scenarios, safety must be ensured by a risk management process that requires the execution of computationally expensive perception models (e.g., based on computer vision) in real-time. However, robots usually have constrained hardware resources that hinder timely responses, resulting in unsafe operations. READ MORE

  5. 4. A Highly-Available Multiple Region Multi-access Edge Computing Platform with Traffic Failover

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

    Author : Adika Bintang Sulaeman; [2020]
    Keywords : multi-access edge computing; traffic failover; anycast; high availability; multi-access edge computing; trafikfel; anycast; hög tillgänglighet;

    Abstract : One of the main challenges in the Multi-access Edge Computing (MEC) issteering traffic from clients to the nearest MEC instances. If the nearest MECfails, a failover mechanism should provide mitigation by steering the trafficto the next nearest MEC. There are two conventional approaches to solve thisproblem, i.e. READ MORE