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Brownout-aware Cloud Resource Manager

This project contains source code associated to the following article:

Cristian Klein, Martina Maggio, Karl-Erik Årzén, Francisco Hernández-Rodriguez, "Resource Management for Service Level Aware Cloud Applications". REACTION 2013

Abstract

Resource allocation in clouds is mostly done assuming hard requirements, time-sensitive applications either receive the requested resources or fail, Given the dynamic nature of workloads, guaranteeing on-demand allocations requires large spare capacity. Hence, one cannot have a system that is both reliable and efficient. To mitigate this issue, we introduce service-level awareness in clouds, assuming applications contain some optional code that can be dynamically deactivated as needed. We propose a resource manager that allocates resources to multiple service-level-aware applications in a fair manner. To show the practical applicability, we implemented service-level-aware versions of RUBiS and RUBBoS, two popular cloud benchmarks, together with our resource manager. Experiments show that service-level awareness helps in withstanding flash-crowds or failures, opening up more flexibility in cloud resource management.

Usage

To conduct the experiments, we used Ubuntu 12.04.2 LTS. Other software has been installed from the official repositories, specifically:

  • Linux 3.2.0
  • Xen 4.1.2
  • GNU compiler collection 4.6.3
  • GNU make 3.81
  • Boost C++ libraries 1.48
  • libvirt 0.9.8
  • TinyXml 2.6.2

Installing this software on top of Ubuntu can be achieved using the following commands:

sudo apt-get install xen-hypervisor-4.1-amd64 build-essential \
	libboost1.48-all-dev libvirt-dev libtinyxml-dev

For questions or comments, please contact Cristian Klein firstname.lastname@cs.umu.se.