Essays about: "container autoscaling"
Showing result 1 - 5 of 6 essays containing the words container autoscaling.
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1. 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
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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)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
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3. Performance Evaluation of Kubernetes Autoscaling strategies on GKE clusters
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Cloud computing and containerisation have experienced significant growth in recent years. With cloud providers requiring users to specify resource limits and requests, the need for performance and resource optimisation has emerged in the cloud computing domain. READ MORE
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4. A performance study for autoscaling big data analytics containerized applications : Scalability of Apache Spark on Kubernetes
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : 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
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5. Predictive vertical CPU autoscaling in Kubernetes based on time-series forecasting with Holt-Winters exponential smoothing and long short-term memory
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Private and public clouds require users to specify requests for resources such as CPU and memory (RAM) to be provisioned for their applications. The values of these requests do not necessarily relate to the application’s run-time requirements, but only help the cloud infrastructure resource manager to map requested virtual resources to physical resources. READ MORE