Essays about: "scheduling schemes"

Showing result 1 - 5 of 23 essays containing the words scheduling schemes.

  1. 1. Decentralized Learning over Wireless Networks with Imperfect and Constrained Communication : To broadcast, or not to broadcast, that is the question!

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Martin Dahl; [2023]
    Keywords : Decentralized Stochastic Gradient Descent; Decentralized Learning; Medium Access Control; Wireless Communications; Machine Learning; Imperfect Communication; Resource-Constrained; Resource Allocation; Scheduling;

    Abstract : The ever-expanding volume of data generated by network devices such as smartphones, personal computers, and sensors has significantly contributed to the remarkable advancements in artificial intelligence (AI) and machine learning (ML) algorithms. However, effectively processing and learning from this extensive data usually requires substantial computational capabilities centralized in a server. READ MORE

  3. 2. Resource Allocation for Federated Learning over Wireless Networks

    University essay from Linköpings universitet/Kommunikationssystem; Linköpings universitet/Tekniska fakulteten

    Author : Fredrik Jansson; [2022]
    Keywords : Federated Learning; Neural Networks; Channel Model; Scheduling; Compression; Distributed Data;

    Abstract : This thesis examines resource allocation for Federated Learning in wireless networks. In Federated learning a server and a number of users exchange neural network parameters during training. READ MORE

  4. 3. Congestion Management of EV Charging in Distribution Networks

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Adam Rosandell; [2022]
    Keywords : Technology and Engineering;

    Abstract : The societal integration of electric vehicles (EVs) imposes several challenges on the electrical grid, where congestion and overcurrents through related components are of focus for this thesis. Active network management through control systems is one flexible solution to this problem, and in the project Active Network Management for All (ANM4L), a congestion management algorithm utilizing PI controllers has been developed. READ MORE

  5. 4. Using maximal feasible subset of constraints to accelerate a logic-based Benders decomposition scheme for a multiprocessor scheduling problem

    University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakulteten

    Author : Alexander Grgic; Filip Andersson; [2022]
    Keywords : logic-based Benders decomposition; maximal feasible subset of constraints; irreducible infeasible subset of constraints; multiprocessor scheduling;

    Abstract : Logic-based Benders decomposition (LBBD) is a strategy for solving discrete optimisation problems. In LBBD, the optimisation problem is divided into a master problem and a subproblem and each part is solved separately. READ MORE

  6. 5. Evaluation of Scheduling Policies for XR Applications

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

    Author : Neelabhro Roy; [2022]
    Keywords : Extended Reality; Virtual Reality; Edge Computing; Resource allocation; Scheduling policies; Multi-layered video encoding; online scheduling; maximum-bipartite weighted matching; competitive analysis; Extended Reality; Virtual Reality; Edge Computing; Resursallokering; Schemaläggningspolicyer; Flerskiktig videokodning; onlineschemaläggning; maximalt tvådelad viktad matchning; konkurrensanalys;

    Abstract : Immersion based technologies such as Augmented Reality (AR), Virtual Reality (VR) and Mixed Reality (MR), together falling under the umbrella of Extended Reality (XR) have taken the world by storm in the recent past. However, with the growing market and the increasing number of applications of XR, multiple challenges have arisen. READ MORE