Essays about: "Offloading strategy"

Showing result 1 - 5 of 8 essays containing the words Offloading strategy.

  1. 1. Mobile Traffic Classification and Multi-Cell Base Station Control for Energy-Efficient 5G Networks

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

    Author : Cai Tianzhang; [2023]
    Keywords : ;

    Abstract : The global energy consumption of mobile networks is rapidly increasing due to the exponential growth of mobile network traffic. The advent of next-generation cellular technologies such as fifth-generation (5G) and beyond promises higher network throughput and lower latency but also demands higher power consumption for its denser base station (BS) deployment and more energy-intensive processors. READ MORE

  3. 2. Computation Offloading for Real-Time Applications : Server Time Reservation for Periodic Tasks

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

    Author : Lizzy Tengana Hurtado; [2023]
    Keywords : Computation Offloading; Real-Time Applications; Resource Reservation; Beräkningsavlastning; realtidsapplikationer; resursreservation;

    Abstract : Edge computing is a distributed computing paradigm where computing resources are located physically closer to the data source compared to the traditional cloud computing paradigm. Edge computing enables computation offloading from resource-constrained devices to more powerful servers in the edge and cloud. READ MORE

  4. 3. Multi-robot coordination and planning with human-in-the-loop under STL specifications : Centralized and distributed frameworks

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

    Author : Yixiao Zhang; [2023]
    Keywords : Multi-agent systems; Human-in-the-loop systems; Signal temporal logic; Cooperative control; ROS Implementation; Multi-agent-system; Människa-i-loop-system; Signaltemporallogik; Samarbetande styrning; ROS-implementering;

    Abstract : Recent urbanization and industrialization have brought tremendous pressure and challenges to modern autonomous systems. When considering multiple complex tasks, cooperation and coordination between multiple agents can improve efficiency in a system. READ MORE

  5. 4. Research on Dynamic Offloading Strategy of Satellite Edge Computing Based on Deep Reinforcement Learning

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

    Author : Rui Geng; [2021]
    Keywords : Deep reinforcement learning; Satellite edge computing; Offloading strategy; Djup Förstärkning Lärande; Satellit Kant Datoranvändning; Avlastning Strategi;

    Abstract : Nowadays more and more data is generated at the edge of the network, and people are beginning to consider decentralizing computing tasks to the edge of the network. The network architecture of edge computing is different from the traditional network architecture. READ MORE

  6. 5. 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