Essays about: "network dependability"

Showing result 1 - 5 of 11 essays containing the words network dependability.

  1. 1. Development and Implementation Strategies Towards a Comprehensive YANG Model-Based Configuration Data Generation Tool

    University essay from KTH/Hälsoinformatik och logistik

    Author : Alma Garpenfeldt; Linus Silfver Shahparastan; [2023]
    Keywords : YANG modeling language; Configuration management; Network management; Template-based configuration; NETCONF protocol; YANG-modelleringsspråk; Konfigurationshantering; Nätverkshantering; Mall-baserad konfiguration; NETCONF-protokoll;

    Abstract : Effective management and operation of modern networks heavily rely on efficient network configuration management and infrastructure. Manual configuration management has been proven inefficient, and there is a need to automatize it. READ MORE

  3. 2. Diverse Time Redundant Triplex Parallel Convolutional Neural Networks for Unmanned Aerial Vehicle Detection

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

    Author : Hubert Stepien; Martin Bilger; [2021]
    Keywords : Convolutional Neural Network; Dependability; Diverse Neural Networks; UAV; Parallel Neural Networks; Time Redundancy;

    Abstract : Safe airspace of airports worldwide is crucial to ensure that passengers, workers, and airplanes are safe from external threats, whether malicious or not. In recent years, several airports worldwide experienced intrusions into their airspace by unmanned aerial vehicles. READ MORE

  4. 3. EVALUATING THE IMPACT OF UNCERTAINTY ON THE INTEGRITY OF DEEP NEURAL NETWORKS

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

    Author : Jakob Harborn; [2021]
    Keywords : Uncertainty; Deep Neural Network; Bayesian Neural Network; Dependability; Integrity; Probability;

    Abstract : Deep Neural Networks (DNNs) have proven excellent performance and are very successful in image classification and object detection. Safety critical industries such as the automotive and aerospace industry aim to develop autonomous vehicles with the help of DNNs. READ MORE

  5. 4. Improvement of Automated Guided Vehicle's image recognition : Object detection and identification

    University essay from Högskolan Väst/Avdelningen för produktionssystem (PS)

    Author : Zhu Xin; [2017]
    Keywords : Image recognition; image segmentation; navigation; CNN;

    Abstract : Automated Guided Vehicle(AGV) as a kind of material conveying equipment has been widely used in modern manufacturing systems. [1] It carries the goods between the workshop along the designated paths. The ability of localization and recognizing the environment around themselves is the essential technology. READ MORE

  6. 5. Model checking transaction properties for concurrent real-time transactions in UPPAAL

    University essay from Mälardalens högskola/Inbyggda system

    Author : Jinle Li; [2016]
    Keywords : Real-time transaction management; MVCC; model-checking; timeliness; isolation;

    Abstract : As a technique to ensure absence of undesired interference in transactional computations, Concurrency Control (CC) guarantees logical data consistency via providing transaction isolation, thus contributing to their dependability. However, single-version CC, which requires that a transaction system always works on the current version of a data item, may introduce unpredictable delays for real-time transactions because of unbounded blocking time which may cause deadline misses. READ MORE