Logo image
Service Level Agreement monitoring as a service: an independent monitoring service for Service Level Agreements in clouds
Journal article   Open access   Peer reviewed

Service Level Agreement monitoring as a service: an independent monitoring service for Service Level Agreements in clouds

Afzal Badshah, Ateeqa Jalal, Umar Farooq, Ghani Ur Rehman, Shahab S. Band and Celestine Iwendi
Big Data, Vol.11(5), pp.339-354
10/10/2023

Abstract

Big data analytics Big data infrastructure design Big data architecture SLA
Cloud network is rapidly growing due to massive increase in interconnected devices and the emergence of different technologies such as the Internet of things, fog computing and artificial intelligence. In response, cloud computing needs reliable dealings among the service providers, brokers and consumers. The existing cloud monitoring frameworks such as Amazon Cloud Watch, Paraleap Azure Watch, and Rack Space Cloud Kick work under the control of service providers. They work fine, however, this may create dissatisfaction among customers over Service Level Agreement (SLA) violations. Customers dissatisfaction may drastically drop the businesses of service providers. To cope with the above mentioned issue and get in line with cloud philosophy, Monitoring as a Service, completely independent in nature, is needed for observing and regulating the cloud businesses. However, the existing MaaS frameworks do not address the comprehensive SLA for customer satisfaction and penalties management. This paper proposes a reliable framework by adopting third party monitoring services with clearcut SLA and penalties management. Since, this framework monitors SLA as a cloud monitoring service, it is named as Service Level Agreement Monitoring as a Service (SLA-MaaS). On violations, it penalizes those who are found in breach of terms and condition enlisted in SLA. Simulation results confirmed that the proposed framework adequately satisfy the customers (as well as service providers). This helps in developing a trust worthy relationship among cloud partners and increase customer attention and retention.
pdf
SLA_MaaS_Big_Data.pdf1.41 MBDownloadView
AcceptedIn Copyright All Rights Reserved Open Access
url
Link to Published VersionView
Published (Version of record)Publisher sites may require subscription to read contentIn Copyright All Rights Reserved Restricted

Metrics

12 File views/ downloads
20 Record Views
12 Times Cited - Scopus

Details

Logo image

Usage Policy