Title :
Improving quality of service constraints of Cloud data centers
Author :
Jena, Soumya Ranjan ; Dewan, Bhushan
Author_Institution :
CCNA, India
Abstract :
Quality of service (QoS) is a resource reservation control mechanism in Cloud Computing which guarantees a certain level of performance and availability of a service. Currently, the critical technical underpinnings of QoS includes resource virtualization, load balancing services, service level agreements (SLAs) standardization, minimization of power consumption over data centers and tremendous improvements in Internet computing software. However author´s objective in this paper is to improve the QoS of Cloud data centers in terms of optimizing the response time in a parallel environment through a fuzzy controlled load balancer (FCLB). The proposed FCLB uses different parameters like number of processors to be used and processor speed. The simulation results show that as we go on increasing the number of processors keeping the processor speed constant at a certain stage the response time remains constant without alternation. The performance of the proposed work is then verified for two different processing speeds.
Keywords :
cloud computing; computer centres; fuzzy control; quality of service; resource allocation; FCLB; Internet computing software; QoS; SLA standardization; cloud computing; cloud data centers; fuzzy controlled load balancer; load balancing services; parallel environment; power consumption minimization; processor speed; quality of service constraints; resource reservation control mechanism; resource virtualization; response time optimization; service level agreements; Cloud computing; Hardware; Load management; Program processors; Quality of service; Time factors; Cloud Data Center; Fuzzy Controlled Load Balancer; Levenberg-Marquardt Back-Propagation Algorithm; Quality of Service; Response Time;
Conference_Titel :
Computing for Sustainable Global Development (INDIACom), 2015 2nd International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-9-3805-4415-1