Title :
Cloud performance evaluation using fuzzy logic
Author :
Saxena, Gaurangi ; Nanath, Krishnadas
Author_Institution :
Nat. Inst. of Technol., Surathkal, India
Abstract :
Cloud computing is the latest form of evolution of distributed computing which eradicates the need to own the expensive hardware resources, as the resources can be easily obtained on cloud in pay-per-usage manner. This proves to be very cost efficient to users as they no longer need to depend on the hardware resources to satisfy their needs. For measuring cloud performance there exist a few approaches, yet there is scope for experimenting and developing new approaches for evaluating cloud efficiency. This paper attempts to measure cloud performance by using fuzzy logic by taking into consideration different performance parameters of the cloud. A metric for analyzing the performance of the cloud is derived upon, by considering various performance parameters and proves to be helpful in comparing various cloud services. The method proposed in this paper is very flexible and easy to understand. The results provide useful information and directions for further research in this new emerging field.
Keywords :
cloud computing; fuzzy logic; software performance evaluation; cloud computing; cloud efficiency; cloud performance evaluation; cloud performance parameters; cloud services; distributed computing; fuzzy logic; Error analysis; Reliability; Throughput; cloud computing; cloud performance evaluation; fuzzy logic; fuzzy system; performance value;
Conference_Titel :
Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6084-2
DOI :
10.1109/ICECCT.2015.7225955