Title :
An Energy Aware Network Management Approach Using Server Profiling in ´Green´ Clouds
Author :
Peoples, C. ; Parr, Gerard ; McClean, Sally ; Scotney, B. ; Morrow, Philip ; Chaudhari, S.K. ; Theja, R.
Author_Institution :
Sch. of Comput. & Inf. Eng., Univ. of Ulster Coleraine, Coleraine, UK
Abstract :
Clouds and data centres are significant consumers of power. There are however, opportunities for optimising carbon cost here as resource redundancy is provisioned extensively. Data centre resources, and subsequently clouds which support them, are traditionally organised into tiers; switch-off activity when managing redundant resources therefore occurs in an approach which exploits cost advantages associated with closing down entire network portions. We suggest however, an alternative approach to optimise cloud operation while maintaining application QoS: Simulation experiments identify that network operation can be optimised by selecting servers which process traffic at a rate that more closely matches the packet arrival rate, and resources which provision excessive capacity additional to that required may be powered off for improved efficiency. This recognises that there is a point in server speed at which performance is optimised, and operation which is greater than or less than this rate will not achieve optimisation. A series of policies have been defined in this work for integration into cloud management procedures; performance results from their implementation and evaluation in simulation show improved efficiency by selecting servers based on these relationships.
Keywords :
cloud computing; computer centres; green computing; power aware computing; quality of service; application QoS; carbon cost optimisation; cloud management procedures; cost advantages; data centre resources; energy aware network management; green clouds; packet arrival rate; redundant resource management; resource redundancy; server profiling; Algorithm design and analysis; Context; Context-aware services; Energy efficiency; Quality of service; Real-time systems; Servers; NS-2; Opnet; autonomic content distribution; cloud data centre; context awareness; dynamic configuration; energy tolerance; policy-based management; self-managing platform.;
Conference_Titel :
Network Cloud Computing and Applications (NCCA), 2012 Second Symposium on
Conference_Location :
London
Print_ISBN :
978-1-4673-5581-0
DOI :
10.1109/NCCA.2012.17