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SLA-based resource provisioning for heterogeneous workloads in a virtualized cloud datacenter
conference contribution
posted on 2023-05-23, 09:13 authored by Saurabh GargSaurabh Garg, Gopalaiyengar, SK, Buyya, REfficient provisioning of resources is a challenging problem in cloud computing environments due to its dynamic nature and the need for supporting heterogeneous applications with different performance requirements. Currently, cloud datacenter providers either do not offer any performance guarantee or prefer static VM allocation over dynamic, which lead to inefficient utilization of resources. Earlier solutions, concentrating on a single type of SLAs (Service Level Agreements) or resource usage patterns of applications, are not suitable for cloud computing environments. In this paper, we tackle the resource allocation problem within a datacenter that runs different type of application workloads, particularly non-interactive and transactional applications. We propose admission control and scheduling mechanism which not only maximizes the resource utilization and profit, but also ensures the SLA requirements of users. In our experimental study, the proposed mechanism has shown to provide substantial improvement over static server consolidation and reduces SLA Violations.
History
Publication title
Lecture Notes in Computer Science Volume 7016: ICA3PP 2011Editors
Y Xiang, A Cuzzocrea, M Hobbs, W ZhouPagination
371-384ISBN
978-3-642-24649-4Department/School
School of Information and Communication TechnologyPublisher
Springer-VerlagPlace of publication
GermanyEvent title
11th International Conference on Algorithms and Architectures for Parallel ProcessingEvent Venue
Melbourne, AustraliaDate of Event (Start Date)
2011-10-24Date of Event (End Date)
2011-10-26Rights statement
Copyright 2011 SpringerRepository Status
- Restricted