Essays about: "Microservices cloud based optimization"

Found 3 essays containing the words Microservices cloud based optimization.

  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. Optimization of Packet Throughput in Docker Containers

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Anusha Ginka; Venkata Satya Sameer Salapu; [2019]
    Keywords : Micro-services; Networking; Packet Throughput; Performance;

    Abstract : Container technology has gained popularity in recent years, mainly because it enables a fast and easy way to package, distribute and deploy applications and services. Latency and throughput have a high impact on user satisfaction in many real-time, critical and large-scale online services. READ MORE

  4. 3. Optimal Scaling Configurations for Microservice-Oriented Architectures Using Genetic Algorithms

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Tobias Nebaeus; [2019]
    Keywords : ;

    Abstract : Genetic algorithms (GAs) are a powerful tool for solving multi-objective optimization problems. Resource allocation and scaling of cloud systems typically involve multiple conflicting objectives, such as high through putin the presence of failures, cost, and reduced latency. READ MORE