Essays about: "Automatisk Skalning"

Showing result 1 - 5 of 6 essays containing the words Automatisk Skalning.

  1. 1. 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

  3. 2. Exploring the Feasibility of Exercise Detection on the Exxentric kBox Platform

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Mahyar Mehr; [2023]
    Keywords : Machine learning; Flywheel training; Exercise detection; Signal processing; Exxentric kBox platform; Automatic exercise classification; Feature engineering; Maskininlärning; Träning med svänghjul; Upptäckt av träning; Signalbehandling; Exxentric kBox-plattformen; Automatisk träningklassificering; Funktionsutveckling;

    Abstract : Flywheel training is an increasingly popular training method that aids in the recovery process and promotes strength development while reducing the risk of re-injury. Additionally, automatic exercise classification offers athletes the convenience of effortlessly monitoring and tracking their training progress, enabling them to maintain consistency and achieve their fitness goals effectively. READ MORE

  4. 3. Hybrid Auto-Scaling for an Asynchronous Computationally Intensive Application

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

    Author : Arnþór Jóhann Jónsson; [2020]
    Keywords : ;

    Abstract : Cloud computing has developed rapidly in recent years. It enables users to access computing resources on an on-demand basis, acquiring resources when an application requires them and releasing them when they are no longer needed. READ MORE

  5. 4. Enhanced Experience Generation for Reinforcement Learning Pre-training in Telecommunication Systems

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

    Author : Tianxiao Zhao; [2020]
    Keywords : ;

    Abstract : In recent years, the rise of Reinforcement Learning (RL) in robotics and games has attracted growing attention from different industries, such as telecommunications. One novel attempt to apply reinforcement learning within telecommunications is to train an RL agent for auto-scaling Virtualized Network Functions (VNFs) in a core network environment. READ MORE

  6. 5. Tracking and Serving Geolocated Ads, Load Balancing, and Scaling of Server Resources

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Markus Hansson; [2018]
    Keywords : Load Balancing; Server Scaling; Ads; Advertisement; Geolocation; Amazon Web Service; AWS; ECS; ELB; Docker; Container; Server; Statistics;

    Abstract : This thesis explores the creation of a scaling, containerized, advertisement server that will be used by Gold Town Games AB to better integrate ads into their application(s). The server is built as a Docker image that will be used to create server instances on AWS Elastic Container Service for automatic scaling and server resource configuration. READ MORE