Application of Fuzzy Logic for Horizontal Scaling in Kubernetes ...

This paper presents a fuzzy logic-based approach for replica scaling in a Kubernetes environment, focusing on integrating Edge Computing.

The proposed FHS (Fuzzy-based Horizontal Scaling) system was compared to the standard Kubernetes scaling mechanism, HPA (Horizontal Pod Autoscaler). The ...

[PDF] Application of Fuzzy Logic for Horizontal Scaling in ... - CiteDrive

This paper presents a fuzzy logic-based approach for replica scaling in a Kubernetes environment, focusing on integrating Edge Computing.

Architecture of the proposed fuzzy control for horizontal scaling of...

... fuzzy control for horizontal scaling of applications in a Kubernetes cluster. from publication: Application of Fuzzy Logic for Horizontal Scaling in Kubernetes ...

Article Versions Notes - MDPI

... Application of Fuzzy Logic for Horizontal Scaling in Kubernetes Environments within the Context of Edge Computing. Future Internet 2024, 16 ...

A Fuzzy logic based Auto-scaler for Web Applications in Cloud ...

the internet, and for the application to take benefits from the horizontal scaling, they ... Matt, “Predictive pod auto-scaling in the kubernetes container ...

Horizontal Pod Autoscaling based on Kubernetes with Fast ...

... Fuzzy para o escalonamento de réplicas em um ambiente Kubernetes. O sistema proposto, denominado FHS (Fuzzy-based Horizontal Scaling), foi… Expand. 1 ...

Multi-tenancy | Kubernetes

In some applications, like a Content Management System (CMS), customers may be allowed the ability to upload and execute untrusted scripts or code. In either ...

Smart HPA: A Resource-Efficient Horizontal Pod Auto-scaler ... - arXiv

To simplify scaling operations in microservice architectures, container orchestration platforms such as Kubernetes feature Horizontal Pod Auto-scalers (HPAs) ...

Kubernetes: piloting the cybernetic dreamboat - YLD

The example of autoscaling ... One controller with relatively complex behaviour is the Horizontal Pod Autoscaler, in charge of increasing or ...

Lógica Fuzzy Aplicada a Escalonamento Horizontal | Semantic ...

Application of Fuzzy Logic for Horizontal Scaling in Kubernetes Environments within the Context of Edge Computing · Computer Science, Engineering. Future ...

Horizontally Scale Apps On Kubernetes - DEV Community

In this blog post, you'll learn about what scaling is and how to horizontally scale your Kubernetes environment from a container and infrastructure perspective.

Smart HPA: A Resource-Efficient Horizontal Pod Auto-scaler for ...

application for defining fuzzy rules [16], [21]. iii) Queuing theory ... Maliosz, “Adaptive scaling of kubernetes pods,” in IEEE/IFIP ...

Horizontal Pod Autoscaling - Kubernetes

Horizontal scaling means that the response to increased load is to deploy more Pods. This is different from vertical scaling, which for ...

Vertical Pod Autoscaling in Kubernetes for Elastic Container ...

It can enhance the use of system resources while ensuring the application high availability and quality of service. The Auto Scaling System can ...

You Want Modules, Not Microservices : r/programming - Reddit

But if you only have one team, never want to scale horizontally except in rare cases, you don't need them. But for heaven's sake, use tooling to ...

Toward Optimal Load Prediction and Customizable Autoscaling ...

, Mathematics, № 16, p. 2476. Scopus. WoS. Crossref citations: 0 · Application of Fuzzy Logic for Horizontal Scaling in Kubernetes Environments within the ...

Scaling Your Applications with Horizontal Pod Autoscalers (HPA) in ...

In Kubernetes v1.23 and later, you can use the behavior field to configure separate scale-up and scale-down behaviors. This allows you to ...

Research on the implementation of Kubernetes automatic scaling

the current mainstream container orchestration technology, Kubernetes' built-in elastic scaling strategy HPA (Horizontal ... system unable to be guaranteed ...

(PDF) Dynamic Multi-level Auto-scaling Rules for Containerized ...

... system able to orchestrate containers and automatically provide horizontal scalability of applications. In Kubernetes, a pod is a group of one, or a small ...