- SLA Violation Prediction In Cloud Computing🔍
- Leveraging Graph Neural Networks for SLA Violation Prediction in ...🔍
- ReyhaneAskari/SLA_violation_classification🔍
- A workload prediction model for reducing service level agreement ...🔍
- ViolationPredictor🔍
- Profile|Based Viable Service Level Agreement 🔍
- Runtime Prediction of Service Level Agreement Violations for ...🔍
- View of Fuzzy Logic Based Detection of SLA Violation in Cloud ...🔍
SLA Violation Prediction In Cloud Computing
SLA Violation Prediction In Cloud Computing: A Machine Learning ...
With a violation of SLA, the provider has to pay penalties. In this paper, we explore two machine learning models: Naive Bayes and Random Forest ...
SLA Violation Prediction In Cloud Computing: A Machine Learning ...
Service level agreement (SLA) is an essential part of cloud systems to ensure maximum availability of services for customers. With a violation of SLA, ...
Leveraging Graph Neural Networks for SLA Violation Prediction in ...
The prediction of the SLA violations takes place using neural networks, making us propose a composite SLA prediction model that leverages Graph ...
ReyhaneAskari/SLA_violation_classification - GitHub
From a provider's point of view, since penalties have to be paid in case of SLA violation, violations prediction is an essential task. By predicting violations, ...
SLA Violation Prediction In Cloud Computing: A Machine Learning ...
Two machine learning models are explored: Naive Bayes and Random Forest Classifiers to predict SLA violations and it is found that random forests with ...
(PDF) Prediction of SLA Violation in Cloud Resource Allocation ...
PDF | Cloud computing is defined as a pay-per-use model which would offer the user required services. Cloud computing services can be identified as.
A workload prediction model for reducing service level agreement ...
Workload prediction is considered one of the ways that predict workload in advance and provision or de-provision the resource accordingly to avoid SLA violation ...
ViolationPredictor: a Solution for Predicting SLA Violations of IoT ...
Traditional methods of managing and monitoring SLA violations work well at the level of business services, such as cloud services. However, these methods cannot ...
Profile-Based Viable Service Level Agreement (SLA) Violation ...
It enables customers to receive desired services in a cost effective way, but given the open and ubiquitous nature of the www, particularly in cloud computing, ...
Runtime Prediction of Service Level Agreement Violations for ...
We propose an approach for predicting SLA violations at runtime, which uses measured and estimated facts (instance data of the composition or QoS of used ...
View of Fuzzy Logic Based Detection of SLA Violation in Cloud ...
The appropriateselection of performance metrics has enabled the proposed model to achieve the highest classification accuracy of92.6 percent in predicting SLA ...
SLA Violation Detection Mechanism for Cloud Computing
The second scenario shows SLA violation as the number of processors provided by the cloud providers is less than the requested number of processor by the jobs ...
A workload prediction model in the multi-cloud to reduce SLA violation
Subject headings: cloud computing, multi-cloud, service level agreement (SLA), SLA violation, SLA-related costs, and workload prediction. Page 4. i. Preface.
Leveraging Graph Neural Networks for SLA Violation Prediction in ...
In this paper we examine different approaches for the prediction of Service Level Agreements (SLAs) violations that occur during the service ...
Minimizing SLA violation and power consumption in Cloud data ...
QoS is an important factor in Cloud environment and can be defined in the form of SLA (Service Level Agreement) [6], [7]. The need to make datacentres efficient ...
Workload and SLA Violation Prediction in Cloud Computing ...
This work develops a workload prediction model using clustering approach where similar workload patterns are grouped together to reduce the overhead and ...
Manifold learning in SLA violation detection and prediction for cloud ...
For service providers, detecting and preventing SLA violation becomes very important to enhance customer trust and avoid penalty charges. Therefore, it is ...
Risk Management Framework to Avoid SLA Violation in Cloud from ...
Managing risk is an important issue for a service provider to avoid SLA violation in any business. The elastic nature of cloud allows consumers to use a ...
Article: Implementation of a hybrid adaptive system for SLA violation ...
Title: Implementation of a hybrid adaptive system for SLA violation prediction in cloud computing ... Abstract: The cloud has to commit with service level ...
Adaptive Runtime Monitoring of Service Level Agreement Violations ...
The cloud service level agreement (SLA) manage the relationship between service providers and consumers in cloud computing. SLA is an integral and critical ...