Cost-enabled QoS aware task scheduling in the cloud management system

Title

Cost-enabled QoS aware task scheduling in the cloud management system

Creator

Rajavel R.; Ravichandran S.K.; Nagappan P.; Venu S.

Description

Maintaining the quality of service (QoS) related parameters is an important issue in cloud management systems. The lack of such QoS parameters discourages cloud users from using the services of cloud service providers. The proposed task scheduling algorithms consider QoS parameters such as the latency, make-span, and load balancing to satisfy the user requirements. These parameters cannot sufficiently guarantee the desired user experience or that a task will be completed within a predetermined time. Therefore, this study considered the cost-enabled QoS-aware task (job) scheduling algorithm to enhance user satisfaction and maximize the profit of commercial cloud providers. The proposed scheduling algorithm estimates the cost-enabled QoS metrics of the virtual resources available from the unified resource layer in real-time. Moreover, the virtual machine (VM) manager frequently updates the current state-of-the art information about resources in the proposed scheduler to make appropriate decisions. Hence, the proposed approach guarantees profit for cloud providers in addition to providing QoS parameters such as make-span, cloud utilization, and cloud utility, as demonstrated through a comparison with existing time-and cost-based task scheduling algorithms. 2021 - IOS Press. All rights reserved.

Source

Journal of Intelligent and Fuzzy Systems, Vol-41, No. 5, pp. 5607-5615.

Date

2021-01-01

Publisher

IOS Press BV

Subject

Cloud computing; cloud utility; cloud utilization; cost enabled scheduling; Qos aware task scheduling; task scheduling

Coverage

Rajavel R., Department of CSE, Christ University, Karnataka, Bangalore, India; Ravichandran S.K., Department of CSE, Christ University, Karnataka, Bangalore, India; Nagappan P., Department of CSE, Galgotias University, Uttar Pradesh, Greater Noida, India; Venu S., Department of CSE, Dayananda Sagar Academy of Technology and Management, Karnataka, Bangalore, India

Rights

Restricted Access

Relation

ISSN: 10641246

Format

Online

Language

English

Type

Article

Identifier

https://doi.org/10.3233/JIFS-189881

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120009753&doi=10.3233%2fJIFS-189881&partnerID=40&md5=a0bec8457cdef4cde01233202425533c