Essays about: "Containerisering"

Showing result 1 - 5 of 6 essays containing the word Containerisering.

  1. 1. 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

  3. 2. Predicting resource usage on a Kubernetes platform using Machine Learning Methods

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

    Author : Arvid Gördén; [2023]
    Keywords : Master thesis; Kubernetes; scaling; resource management; horizontal pod autoscaler; vertical scaling; machine learning; Masterarbete; Kubernetes; scaling; resurshantering; horisontell pod autoscaler; vertikal scaling; maskininlärning;

    Abstract : Cloud computing and containerization has been on the rise in recent years and have become important areas of research and development in the field of computer science. One of the challenges in distributed and cloud computing is to predict the resource utilization of the nodes that run the applications and services. READ MORE

  4. 3. Performance Evaluation of Kubernetes Autoscaling strategies on GKE clusters

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

    Author : Johanna Nilsen; [2023]
    Keywords : Cloud Computing; Containerisation; Kubernetes; Google Kubernetes Engine; Autoscaling; Horizontal Pod Autoscaling; Vertical Pod Autoscaling; Hybrid Pod Autoscaling; Molntjänster; Containerisering; Kubernetes; Google Kubernetes Engine; Autoskalning; Horisontell Pod-autoskalning; Vertikal Pod-autoskalning; Hybrid Pod-autoskalning;

    Abstract : Cloud computing and containerisation have experienced significant growth in recent years. With cloud providers requiring users to specify resource limits and requests, the need for performance and resource optimisation has emerged in the cloud computing domain. READ MORE

  5. 4. An I/O-aware scheduler for containerized data-intensive HPC tasks in Kubernetes-based heterogeneous clusters

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

    Author : Zheyun Wu; [2022]
    Keywords : Cloud-native; Containers; Kubernetes; High-performance computing HPC ; Data-intensive computing; Task scheduling; Heterogeneous systems; Cloud-native; Containrar; Kubernetes; Högpresterande datoranvändning HPC ; Dataintensiv datoranvändning; Uppgiftsschemaläggning; Heterogena system;

    Abstract : Cloud-native is a new computing paradigm that takes advantage of key characteristics of cloud computing, where applications are packaged as containers. The lifecycle of containerized applications is typically managed by container orchestration tools such as Kubernetes, the most popular container orchestration system that automates the containers’ deployment, maintenance, and scaling. READ MORE

  6. 5. Container Orchestration and Performance Optimization for a Microservicesbased Application

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

    Author : Ali Yousaf; [2022]
    Keywords : Microservicesbased architecture; Monolithic design; Docker; Kubernetes; Mikrotjänstbaserad arkitektur; monolitisk design; Docker; Kubernetes;

    Abstract : Microservices is a new software design concept for developing scalable, loosely coupled services with a smaller codebase than the traditional monolithic approach. The designed microservices can communicate using several protocols, such as Advanced Message Queuing Protocol (AMQP) or HTTP/REST. READ MORE