Cloud Application Predictability through Integrated Load-Balancing and Service Time Control

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

Abstract

Cloud computing provides the illusion of infinite capacity to application developers. However, data center provisioning is complex and it is still necessary to handle the risk of capacity shortages. To handle capacity shortages, graceful degradation techniques sacrifice user experience for predictability. In all these cases, the decision making policy that determines the degradation interferes with other decisions happening at the infrastructure level, like load-balancing choices. Here, we reconcile the two approaches, developing a load-balancing strategy that also handles capacity shortages and graceful degradation when necessary. The proposal is based on a sound control-theoretical approach. The design of the approach avoids the pitfalls of interfering control decisions. We describe the technique and provide evidence that it allows us to achieve higher performance in terms of emergency management and user experience.

Details

Authors
Organisations
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Systems
  • Control Engineering

Keywords

  • Cloud computing, Graceful degradation, Load balancing
Original languageEnglish
Title of host publicationProceedings of the 15th IEEE International Conference on Autonomic Computing
PublisherIEEE Computer Society
Number of pages10
ISBN (Print)978-153865139-1
Publication statusPublished - 2018
Publication categoryResearch
Peer-reviewedYes
Event15th IEEE International Conference on Autonomic Computing - Trento, Italy
Duration: 2018 Sep 42018 Sep 6

Conference

Conference15th IEEE International Conference on Autonomic Computing
Abbreviated titleICAC 2018
CountryItaly
CityTrento
Period2018/09/042018/09/06

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