[PDF] Analyzing auto|scaling issues in cloud environments

Towards a Resource Elasticity Benchmark for Cloud Environments

In both cases the upper scaling bound is reached and the scalability analysis is finished. As an alternative approach for finding the ...

Adaptive Workload Prediction for Proactive Auto Scaling in PaaS ...

Keywords–auto scaling; cloud computing; time series analysis; workload ... auto-scaling issues in cloud environments,” in 24th. Annual Intl. Conf. on ...

Scaling Policies Derivation for Predictive Autoscaling of Cloud ...

environments such as Kodingen as well as monitoring services and web hosting services. ... Some of the open questions faced as part of the analysis include:.

Performance Challenges in Cloud Computing

WHY CLOUD COMPUTING? It is simply difficult to manage today's complex businesses environments by traditional IT solutions. Some reasons are: • ...

Auto-scaling in private cloud environments - Cloudera Documentation

A Fuzzy Approach based on Heterogeneous Metrics for Scaling Out ...

Netto, “Using Application Data for. SLA-aware Auto-scaling in Cloud Environments,” no. ... Parekh, “Automated control in cloud computing: challenges and ...

LOAD BALANCING IN AUTO SCALING-ENABLED CLOUD ...

Load balancing has exposed its crucial role and a complex issue in cloud computing. ... Analyzing Auto-scaling Issues in Cloud. Environments, Proceeding CASCON ' ...

Dynamically scalable applications in cloud environment - BME

The performance monitoring sections intend to give an insight into the experiments and a deeper understanding of scaling behavior. My goal is to create a mostly ...

Proactive Auto-scaling of Resources for Stream Processing Engines ...

In recent work, Cooper [12] proposes a proactive frame- work that uses a time series analysis to predict SLA breaches for streaming data in cloud environments.

Workloads in the Clouds - Performance Evaluation

These performance issues could become even more critical in multi-cloud environments where the workload is dis- tributed across different cloud infrastructures.

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

Ashtiani, “An auto-scaling approach for microser- vices in cloud computing environments,” 2023. [12] P. Bodik, A. Fox, M. J. Franklin, M. I. ...

How to enable auto scaling in PeopleSoft Cloud Manager

If you notice this issue, you might want to add a new middle tier node to this environment. Later when the load goes back to normal, the added ...

A Technology-Agnostic Approach to Auto-Scale Services in ...

To solve this problem, auto-scaling systems are responsible for ensuring ... Finally, auto-scaling systems that can be used in multi-cloud environments ...

Investigating Performance Metrics for Scaling Microservices in ...

In this environment, the cloud applications often consist of microservices which are connected to each other via message queues and must.

Auto-Scaling in the Cloud Environment - OUCI

... cases, an auto-scaling system is required for managing these situations. ... J.Rathore, Analysis of Various Load Balancing Techniques in Cloud Computing ...

Scalability analysis comparisons of cloud-based software services

Both elasticity and efficiency aspects depend on scalability performance. Cloud Computing, auto-scaling and load-balancing features provide the ...

130 Must-Know AWS Interview Questions and Answers [2024]

State changes in Amazon EC2; Auto-scaling lifecycle events; Scheduled events; AWS API calls; Console sign-in events. amazon cloud watch. 14.

CLOUD SCALABILITY CONSIDERATIONS

To illustrate the powerful scaling capabilities of cloud environments they introduce a novel scaling scenario for web applications deployed in virtual ...

Cloud Based Resource Management with Autoscaling

These techniques have also been analyzed. ... The present study has focused on the problem of auto- scaling cloud environments particularly at.

The Effects of Autoscaling in Cloud Computing

Given the fact that autoscaling guarantees companies have the capacity to serve consumers in case of high demand, thereby resolving issues such ...