Essays about: "Computer networks thesis"

Showing result 16 - 20 of 181 essays containing the words Computer networks thesis.

  1. 16. Unsupervised 3D Human Pose Estimation

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

    Author : Sri Datta Budaraju; [2021]
    Keywords : Computer Vision; Projective Geometry; Deep Learning; Unsupervised Learning; 3D Human Pose Estimation; GAN; AutoEncoder; Hybrid Generative Model; Self Supervision;

    Abstract : The thesis proposes an unsupervised representation learning method to predict 3D human pose from a 2D skeleton via a VAEGAN (Variational Autoencoder Generative Adversarial Network) hybrid network. The method learns to lift poses from 2D to 3D using selfsupervision and adversarial learning techniques. READ MORE

  2. 17. Evaluating Service Mesh as a Network Monitoring Solution

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Elias Frykholm; Ennio Mara; [2021]
    Keywords : Kubernetes; Service Mesh; Istio; Network Monitoring; Distributed Systems; Containers; Technology and Engineering;

    Abstract : Modern software systems often utilize a distributed architecture, which uses the network as the communication channel. This results in the system being dependent on the network performance to behave as expected. The network performance varies, and network faults can occur, which may negatively affect the system. READ MORE

  3. 18. Scar detection using deep neural networks

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

    Author : Christina Sunnegårdh; [2021]
    Keywords : ;

    Abstract : Object detection is a computer vision method that deals with the tasks of localizing and classifying objects within an image. The number of usages for the method is constantly growing, and this thesis investigates the unexplored area of using deep neural networks for scar detection. READ MORE

  4. 19. A Study on Fault-tolerance of Deep Neural Networks for Embedded Systems

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

    Author : Elaheh Malekzadeh; [2021]
    Keywords : Embedded systems; Fault tolerance; Deep Learning; Single event upset; Edge AI.; Inbyggda system; Feltolerans; Djupinlärning; Edge AI.;

    Abstract : Deep learning is replacing many traditional data processing methods in computer vision, speech recognition, natural language processing and many more diverse end applications. Until only a few years ago, using deep learning networks for inference required large amount of computational resources such as memory, processing power and energy. READ MORE

  5. 20. Reservoir Computing Approach for Network Intrusion Detection

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Casper Andersson; [2021]
    Keywords : ;

    Abstract : Identifying intrusions in computer networks is important to be able to protect the network. The network is the entry point that attackers use in an attempt to gain access to valuable information from a company or organization or to simply destroy digital property. There exist many good methods already but there is always room for improvement. READ MORE