[PDF] Analyzing auto|scaling issues in cloud environments

Analyzing Auto-scaling Issues in Cloud Environments

In Amazon Web Service (AWS), auto-scaling is defined as a cloud computing service feature that allows AWS users to automatically launch or terminate virtual ...

Analyzing Auto-scaling Issues in Cloud Environments - ResearchGate

PDF | Cloud computing is becoming increasingly widespread and sophisticated. A key feature of cloud computing is elasticity, which allows the.

[PDF] Analyzing auto-scaling issues in cloud environments

A survey is presented that explores definitions of related concepts of auto-scaling and a taxonomy of auto -scaling techniques, and outlines open issues and ...

Analyzing auto-scaling issues in cloud environments

A key feature of cloud computing is elasticity, which allows the provisioning and de-provisioning of computing resources on demand, via auto-scaling. Auto- ...

Analyzing Auto-scaling Issues in Cloud Environments - Academia.edu

Based on the survey results , we then outline open issues and future research directions for this important subject in cloud computing. See full PDF download ...

Evaluating Auto-scaling Strategies for Cloud Computing Environments

PDF | On Sep 9, 2014, Marco A. S. Netto and others published Evaluating Auto ... issues. View. Show abstract ... Nonetheless, the unpredictable nature ...

Impact of Autoscaling on Application Performance in Cloud ...

This paper interprets these challenges and reviews a meta-reinforcement learning approach for predictive autoscaling in cloud environments. A novel RL-based ...

Auto Scaling in Cloud Computing: An Overview - ijarcce

applications, and devise a new method for analyzing the ... In this section, we address some of the emerging research challenges in cloud computing that relates ...

Auto-Scaling Techniques in Cloud Computing: Issues and Research ...

Analyzing auto-scaling issues in cloud environments. CASCON 2014, 14, 75–89 ... pdf (accessed on 1 June 2024). Singh, S.T.; Tiwari, M.; Dhar, A.S. ...

Auto-scaling Web Applications in Clouds: A Cost-Aware Approach

[14] studied the issue of resource provisioning. Huang et al. [15] also paid attention to proactive analysis of scaling indicators and took advantage of Double ...

A review on prediction based autoscaling techniques for ...

The other issues arising with respect to auto scaling in cloud is handling dynamic number of requests from time to time with efficient usage of existing ...

An Auto-Scaling Framework for Analyzing Big Data in the Cloud ...

A cost-effective auto-scaling (CEAS) framework is first proposed for an Amazon Web Services (AWS) Cloud environment. The proposed CEAS framework allows us to ...

Survey on Machine Learning-based Autoscaling in Cloud ...

[30] provide a comprehen- sive analysis of autoscaling web applications in a cloud environment. Additionally, they introduce an expansive taxonomy further ...

Workload and Resource Aware Proactive Auto-Scaler for PaaS Cloud

Hamou-Lhadj, “Analyzing auto- scaling issues in cloud environments,” in 24th Annual Intl. ... pdf (2015/07/20), 2009. [18] H. Mi, H. Wang, G. Yin, Y. Zhou ...

Evaluating Auto-scaling Strategies for Cloud Computing Environments

... understanding of auto-scaling strategies and how they should be configured to minimise these problems. In this work, we evaluate various auto-scaling ...

An auto-scaling approach for microservices in cloud computing ...

Cloud-native technologies empower organizations to build and run scalable applications in modern and dynamic environments. Containers, ...

Auto-scaling mechanisms in serverless computing

Using serverless computing, developers can run their applications in cloud environments without worrying about configuring and managing servers. This computing ...

MONITORING PERFORMANCE COMPUTING ENVIRONMENTS ...

The primary objective of this study is to conduct a comprehensive analysis of the challenges associated with monitoring performance and scaling in computing ...

AUTO SCALING TECHNIQUES IN CLOUD COMPUTING

An extensively researched topic in cloud environments is resource auto-scaling for the ... Analyzing Auto-scaling. Issues in Cloud Environments”, (2014). [8] ...

Cloud autoscaling for HTTP/2 workloads - Performance Evaluation

Massari, “Analysis of Web logs: Challenges and. Findings,” in Performance ... “Evaluating Auto-scaling Strategies for Cloud Computing Environ- ments ...