Essays about: "traffic enhancements"

Showing result 1 - 5 of 15 essays containing the words traffic enhancements.

  1. 1. Preserving Privacy in Cloud Services by Using an Explainable Deep-Learning Model for Anomaly Detection

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Shiwei Dong; [2023]
    Keywords : ;

    Abstract : As cloud services become increasingly popular, ensuring their privacy and security has become a significant concern for users. Cloud computing involves Data Service Outsourcing and Computation Outsourcing, which require additional security considerations compared to traditional computing. READ MORE

  3. 2. Optimizing Resource Allocation in Kubernetes : A Hybrid Auto-Scaling Approach

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

    Author : Brando Chiminelli; [2023]
    Keywords : Cloud computing; Microservices; Kubernetes; Container Orchestration; Auto-Scaling; Horizontal Pod Autoscaler HPA ; WorkloadPrediction; Time-Series Forecasting; Molntjänster; Mikrotjänster; Kubernetes; Containerorkestrering; Automatisk Skalning; Horizontal Pod Autoscaler HPA ; Förutsägelse avArbetsbelastning; Prognoser för Tidsserier;

    Abstract : This thesis focuses on addressing the challenges of resource management in cloud environments, specifically in the context of running resource-optimized applications on Kubernetes. The scale and growth of cloud services, coupled with the dynamic nature of workloads, make it difficult to efficiently manage resources and control costs. READ MORE

  4. 3. The influence of neural network-based image enhancements on object detection

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Eric Pettersson; Muhammed Al Khayyat; [2023]
    Keywords : Object detection; YOLO; image enhancement; ESRGAN; Zero-DCE;

    Abstract : This thesis investigates the impact of image enhancement techniques on object detection for carsin real-world traffic scenarios. The study focuses on upscaling and light correction treatments andtheir effects on detecting cars in challenging conditions. Initially, a YOLOv8x model is trained on clear static car images. READ MORE

  5. 4. Optimizing Air Traffic Control: Human Factors Integration : Examining the ATC Work Domain and Controllers' Experience of the Mil i-ATC's Alarm System

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Olivia Wahlgren; [2023]
    Keywords : human factors; air traffic control; air traffic control tower; sociotechnical system; interviews;

    Abstract : The study focuses on the Human Factors (HF) discipline and its role in improving aviation safety and efficiency within Air Traffic Control (ATC). The objective is to contribute to a better understanding of the ATC work domain and identify opportunities for improving performance, safety and efficiency. READ MORE

  6. 5. A simulation-based approach to test the performance of large-scale real time software systems

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Muhammad Waqas; [2020]
    Keywords : Simulation; Machine Learning; Dynamic Modeling; Performance testing of real time systems; Capacity Planning; Simulering; maskininlärning; dynamisk modellering; prestandatestning av realtidssystem; kapacitetsplanering;

    Abstract : Background: A real-time system operates with time constraints, and its correctness depends upon the time on which results are generated. Different industries use different types of real-time systems such as telecommunication, air traffic control systems, generation of power, and spacecraft system. READ MORE