Advanced search

Showing result 1 - 5 of 120 essays matching the above criteria.

  1. 1. LEO Satellite Connectivity for flying vehicles

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

    Author : Jinxuan Chen; [2023]
    Keywords : LEO satellite network; satellite connectivity strategy; Nash-SAC; flying vehicles; LEO:s satellitnät; Strategi för satellitanslutning; Nash-SAC; flygande fordon;

    Abstract : Compared with the terrestrial network (TN), which can only support limited covered areas, satellite communication (SC) can provide global coverage and high survivability in case of an emergency like an earthquake. Especially low-earth orbit (LEO) satellites, as a promising technology, which is integral to achieving the goal of global seamless coverage and reliable communication, catering to 6G’s communication requirements. READ MORE

  3. 2. Automated Vulnerability Management

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

    Author : Yuhan Ma; [2023]
    Keywords : Software security; Machine learning; Automation; Vulnerability management; Natural language processing; Programvarusäkerhet; Maskininlärning; Automation; Sårbarhetshantering; Bearbetning av naturligt språk;

    Abstract : The field of software security is constantly evolving, and security must be taken into consideration throughout the entire product life cycle. This is particularly important in today’s dynamic security landscape, where threats and vulnerabilities constantly change. READ MORE

  4. 3. Dimensioning Microservices on Kubernetes Platforms Using Machine Learning Techniques

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Adam Rubak; [2023]
    Keywords : Kubernetes; dimensioning; scaling; resource management; horizontal pod autoscaler; machine learning; Kubernetes; dimensionering; skalning; resurshantering; horisontell pod autoscaler; maskininlärning;

    Abstract : In recent years, cloud computing and containerization have become increasingly popular for various applications. However, optimizing resource usage and minimizing costs while providing reliable and efficient service to users can be a challenge. One such challenge is scaling containers according to the current system load. READ MORE

  5. 4. Exploratory Assessment of Machine Learning, Geospatial Methods, and Data Evaluation Techniques for Modelling Cooking Fuels in Colombia

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Federico Naranjo Hernandez; [2023]
    Keywords : ;

    Abstract : This thesis evaluates the application of machine learning and Geographic Information System (GIS) methods to analyze Colombia's cooking fuels landscape. The study aims to identify socio-economic and geographical factors affecting cooking fuel choices and assess the predictive power of various machine learning algorithms using associative data. READ MORE

  6. 5. Control Method for an Automated Forest Machine Based on Deep Reinforcement Learning

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Youchen Sun; [2023]
    Keywords : ;

    Abstract : An automated forest machine was designed in order to improve the working environment of today’s forest machine operators. In order to realize the autonomous control of the forest machine, model-based methods such as A* and dynamic window were used in previous projects. READ MORE