Essays about: "Conclusion -computer networks"

Showing result 11 - 15 of 443 essays containing the words Conclusion -computer networks.

  1. 11. Over-the-Air Federated Learning with Compressed Sensing

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Adrian Edin; [2023]
    Keywords : machine learning; ML; Federated Learning; FL; Over-the-air; Over-the-air computation; OtA; OtA computation; AirComp; Compressed sensing; CS; Iterative Hard thresholding; IHT;

    Abstract : The rapid progress with machine learning (ML) technology has solved previously unsolved problems, but training these ML models requires ever larger datasets and increasing amounts of computational resources. One potential solution is to enable parallelization of the computations and allow local processing of training data in distributed nodes, such as Federated Learning (FL). READ MORE

  3. 12. Domain Adaptation for Multi-Contrast Image Segmentation in Cardiac Magnetic Resonance Imaging

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Thomas Proudhon; [2023]
    Keywords : Cardiac Magnetic Resonance Imaging; Deep Learning; Domain Adaptation; Unsupervised Segmentation; Image-to-image Translation;

    Abstract : Accurate segmentation of the ventricles and myocardium on Cardiac Magnetic Resonance (CMR) images is crucial to assess the functioning of the heart or to diagnose patients suffering from myocardial infarction. However, the domain shift existing between the multiple sequences of CMR data prevents a deep learning model trained on a specific contrast to be used on a different sequence. READ MORE

  4. 13. Decreasing Training Time of Reinforcement Learning Agents for Remote Tilt Optimization using a Surrogate Neural Network Approximator

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

    Author : Jiaming Huang; [2023]
    Keywords : ;

    Abstract : One possible application of reinforcement learning in the telecommunication field is antenna tilt optimization. However, one of key challenges we face is that the use of handcrafted simulators as environments to provide information for agents is often time-consuming regarding training reinforcement learning agents. READ MORE

  5. 14. Designing and evaluating distribution networks for luxury beds : A case study of Hästens Beds’ European distribution from the perspective of cost and delivery service

    University essay from Linköpings universitet/Logistik- och kvalitetsutveckling

    Author : Sebastian Huss; Arvid Normann; [2023]
    Keywords : distribution; distribution network design; transport minimization; network structure; network optimization; decentralization; facility location; center of gravity;

    Abstract : Hästens Beds is a Swedish luxury bed manufacturer, located in Köping, Sweden. They have a strong global presence, with Europe being the most mature and proven market. READ MORE

  6. 15. Mot ett mer hållbart lantbruk : En kartläggning av hur livsmedelsaktörer arbetar med miljömässig hållbarhet på gårdsnivå.

    University essay from SLU/Dept. of Economics

    Author : Charlie Simonsson; Julia Arvidsson; [2023]
    Keywords : synergier; hållbart lantbruk; hållbar utveckling; livsmedelssektorn; Synergies; agriculture; sustainability; sustainable development; food sector; Science Based Targets; hållbarhet; intressentteorin; marknadsmix; legitimitet;

    Abstract : Förhöjda havsnivåer, extremväder, översvämningar och skogsbränder är några av de konsekvenser som hotar vår planet på grund av klimatförändringarna. Denna oroande utveckling har lett till en ökad uppmärksamhet kring hållbar utveckling, inte bara i Sverige utan även globalt. READ MORE