Autoscaling Web Applications in Heterogeneous Cloud Infrastructures - Archive ouverte HAL Access content directly
Conference Papers Year : 2014

Autoscaling Web Applications in Heterogeneous Cloud Infrastructures

(1) , (2) , (1)
1
2

Abstract

Improving resource provisioning of heterogeneous cloud infrastructures is an important research challenge. The wide diversity of cloud-based applications and customers with different QoS requirements have recently exhibited the weaknesses of current provisioning systems. Today's cloud infrastructures provide provisioning systems that dynamically adapt the computational power of applications by adding or releasing resources. Unfortunately, these scaling systems are fairly limited: (i) They restrict themselves to a single type of resource; (ii) they are unable to fulfill QoS requirements in face of spiky workload; and (iii) they offer the same QoS level to all their customers, independent of customer preferences such as different levels of service availability and performance. In this paper, we present an autoscaling system that overcomes these limitations by exploiting heterogeneous types of resources, and by defining multiple levels of QoS requirements. The proposed system selects a resource scaling plan according to both workload and customer requirements. Our experiments conducted on both public and private infrastructures show significant reductions in QoS-level violations when faced with highly variable workloads.
Fichier principal
Vignette du fichier
AWAHCI_ic2e2014.pdf (691.85 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-00937944 , version 1 (29-01-2014)

Identifiers

  • HAL Id : hal-00937944 , version 1

Cite

Hector Fernandez, Guillaume Pierre, Thilo Kielmann. Autoscaling Web Applications in Heterogeneous Cloud Infrastructures. IEEE International Conference on Cloud Engineering, Oct 2014, Boston, MA, United States. ⟨hal-00937944⟩
482 View
992 Download

Share

Gmail Facebook Twitter LinkedIn More