Essays about: "Auto-scaling"
Showing result 1 - 5 of 20 essays containing the word Auto-scaling.
-
1. Comparison of Recommendation Systems for Auto-scaling in the Cloud Environment
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: Cloud computing’s rapid growth has highlighted the need for efficientresource allocation. While cloud platforms offer scalability and cost-effectiveness for a variety of applications, managing resources to match dynamic workloads remains a challenge. READ MORE
-
2. Auto-scaling Prediction using MachineLearning Algorithms : Analysing Performance and Feature Correlation
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Despite Covid-19’s drawbacks, it has recently contributed to highlighting the significance of cloud computing. The great majority of enterprises and organisations have shifted to a hybrid mode that enables users or workers to access their work environment from any location. READ MORE
-
3. Optimizing Resource Allocation in Kubernetes : A Hybrid Auto-Scaling Approach
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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. Application failure predictions from neural networks analyzing telemetry data
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : ith the revolution of the internet, new applications have emerged in our daily life. People are dependent on services for transportation, bank matters, and communication. Services availability is crucial for their survival and competition against other service providers. Achieving good availability is a challenging task. READ MORE
-
5. Optimized Autoscaling of Cloud Native Applications
University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)Abstract : Software containers are changing the way distributed applications are executedand managed on cloud computing resources. Autoscaling allows containerizedapplications and services to run resiliently with high availability without the demandof user intervention. READ MORE