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Title: :  Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing
PaperId: :  4878
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4878
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Manali J TrivediL.J Institute of Engineering and Technology
Saket SwarndeepL.J Institute of Engineering and Technology

Abstract

Computer Engineering
Cloud Computing , Machine Learning , Resource Provisioning, Prediction
Cloud Computing is a recent buzzword in IT industry. Cloud computing is used for sharing of data ,information and resources. Machine learning used for prediction. Resource Provisioning provide resources to the end user. It has problems like auto scaling and resource utilization .A perfect Resource provisioning aims at avoid under provisioning and over provisioning of resources. Machine learning technique predict which request needs resources in which amount from the past data and Cloud computing checks the resource utilization. This paper aims to accurate resource provisioning and also scaling decision is accurate and it uses SVM algorithm for the better prediction of resources.

Citations

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IJARIIE Manali J Trivedi, and Saket Swarndeep. "Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 4828-4833
MLA Manali J Trivedi, and Saket Swarndeep. "Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 4828-4833.
APA Manali J Trivedi, & Saket Swarndeep. (2017). Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 4828-4833.
Chicago Manali J Trivedi, and Saket Swarndeep. "Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 4828-4833.
Oxford Manali J Trivedi, and Saket Swarndeep. 'Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 4828-4833. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Enhancing_Resource_Provisioning_Based_on_CPU_Utilization_Using_Machine_Learning_in_Cloud_Computing_ijariie4878.pdf (Accessed : ).
Harvard Manali J Trivedi, and Saket Swarndeep. (2017) 'Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 4828-4833IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Enhancing_Resource_Provisioning_Based_on_CPU_Utilization_Using_Machine_Learning_in_Cloud_Computing_ijariie4878.pdf (Accessed : )
IEEE Manali J Trivedi, and Saket Swarndeep, "Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 4828-4833, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Enhancing_Resource_Provisioning_Based_on_CPU_Utilization_Using_Machine_Learning_in_Cloud_Computing_ijariie4878.pdf [Accessed : ].
Turabian Manali J Trivedi, and Saket Swarndeep. "Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Manali J Trivedi, and Saket Swarndeep. Enhancing Resource Provisioning Based on CPU Utilization Using Machine Learning in Cloud Computing. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 4828-4833. Available from: http://ijariie.com/AdminUploadPdf/Enhancing_Resource_Provisioning_Based_on_CPU_Utilization_Using_Machine_Learning_in_Cloud_Computing_ijariie4878.pdf
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