Essays about: "horizontal orchestration"

Showing result 1 - 5 of 6 essays containing the words horizontal orchestration.

  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. Intelligent autoscaling in Kubernetes : the impact of container performance indicators in model-free DRL methods

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

    Author : Tommaso Praturlon; [2023]
    Keywords : Cloud computing; container autoscaling; resource optimisation; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh; Cloud computing; container autoscaling; Optimering av resurser; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh;

    Abstract : A key challenge in the field of cloud computing is to automatically scale software containers in a way that accurately matches the demand for the services they run. To manage such components, container orchestrator tools such as Kubernetes are employed, and in the past few years, researchers have attempted to optimise its autoscaling mechanism with different approaches. READ MORE

  4. 3. A performance study for autoscaling big data analytics containerized applications : Scalability of Apache Spark on Kubernetes

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Vinay Kumar Vennu; Sai Ram Yepuru; [2022]
    Keywords : Containers; Container Orchestration; Big data analytics; Autoscaling; Resource Management;

    Abstract : Container technologies are rapidly changing how distributed applications are executed and managed on cloud computing resources. As containers can be deployed on a large scale, there is a tremendous need for Container Orchestration tools like Kubernetes that are highly automatic in deployment, scaling, and management. READ MORE

  5. 4. Exploring new interaction possibilities for video game music scores using sample-based granular synthesis

    University essay from Luleå tekniska universitet/Medier, ljudteknik och teater

    Author : Olliver Andersson; [2020]
    Keywords : Granular Synthesis; granular; Synthesis; video game; game; video; Audio; interactive; musical score; score; music; stem; orchestration; unreal engine; vertical orchestration; horizontal orchestration; videogame; audio technology;

    Abstract : For a long time, the function of the musical score has been to support activity in video games, largely by reinforcing the drama and excitement. Rather than leave the score in the background, this project explores the interaction possibilities of an adaptive video game score using real-time modulation of granular synthesis. READ MORE

  6. 5. 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