Essays about: "cloud management system"

Showing result 11 - 15 of 130 essays containing the words cloud management system.

1. 11. 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. 12. 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

4. 13. High Availability in Lifecycle Management of Cloud-Native Network Functions : A Near-Zero Downtime Database Version Change Prototype

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

   Author : Ziheng Zhang; [2023]
   Keywords : Kubernetes; Kubernetes Operator Pattern; Database; High Availability;

   Abstract : Ensuring high system availability is a crucial goal for many organizations, such as Ericsson. In this context, databases play a significant role as they represent a fundamental element that affects system availability within today’s complex technological environments. READ MORE

5. 14. Advanced Secret Handling in Kubernetes Application with HashiCorp Vault

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

   Author : Maryum Hamid; [2023]
   Keywords : HashiCorp Vault; Key Management System; Kubernetes; HashiCorp Vault; Key Management System; Kubernetes;

   Abstract : In the era of microservices and cloud-based systems, safeguarding sensitive credentials has become a critical concern for modern businesses. This thesis delves into the application of HashiCorp Vault, a prominent tool for secure secret management, within the domain of telecommunication networks, renowned for managing tens of thousands of nodes. READ MORE

6. 15. 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