Framework for Application Service Behavior Prognostication with Cost-Effective Provisioning In a Utility Cloud
Journal Title: International Journal of engineering Research and Applications - Year 2018, Vol 8, Issue 3
Abstract
In A Utility Cloud Resources Are Operating On A Utility Basis That Allows Customers To Pay As They Go And Only For The Resources They Will Use At Multiple Granularities For A Specified Level Of Quality Of Service. Cloud Infrastructure Services Or Iaas (Infrastructure–As-A-Service) Delivers The Computer Infrastructure Or We Can Say A Platform Virtualization Environment, As A Service And The Service Is Typically Billed On A Utility Computing Basis And Amount Of Resources Consumed. Generally, This Infrastructure Allocation Is Static And Resources Are Allocated During VM Instantiation. Any Change In Workload Leading To Significant Increase Or Decrease In Resources Is Handled By VM Migration. Hence, Cloud Users Tend To Characterize Their Workloads At A Coarse Grained Level Which Potentially Leads To Over-Allocated VM Resources Or Under-Performing Application. That Means Either User Is Paying More In Case Of Over-Allocation Of Resources Or The Application Is Under-Performed In Case Of Under-Allocation Of Resources. In This Paper, We Present A Framework For Iaas Utility Cloud Where A Prognostication Component Predicts At Run-Time The Expected Demand By Application Which Is Then Used To Modulate Resource Allocation Based On The Predicted Demand. We Derive This Component Based On A Cost Model To Make It More Cost-Effective For Both The Service User And The Service Provider. Confidence Interval For Predicted Workload Is Used To Minimize This Effective Cost.
Authors and Affiliations
Monika Sainger, Dr. K. P. Yadav, Dr. H. S. Sharma
Keywords
Related Articles
- EP ID EP393879
- DOI 10.9790/9622-0803031522.
- Views 115
- Downloads 0
Displaying of Digital Clock through digital circuits and through Assembly Language Programs of 8051 microcontroller
With a view to display a Digital Clock through digital circuits using modulo-n (mod-n) counters, a circuit diagram was designed and implemented it through multi simulation software. In the similar manner the time digits...
Doubly Fed Induction Generator Based WECS With The Double Trap LLCL Filter For Harmonics Mitigation
The wind energy conversion system integrated with a doubly fed induction generator. The PWM based back-toback power converters produced harmonic and as well as the non-linear loads are also a contributor of harmonics. Fi...
Design & Implementation of 16-bit Carry Skip Adder using Reversible Computing
Nowadays, reversible circuits are receiving immense attention because there is no loss of information bit during processing of data. These reversible circuits are better in terms of quantum cost and power consumption. Th...
A Review of Analytical Models Evaluating Performance of 802.11 DCF Networks
Network parameters such as throughput, delay, collision probability, loss of packets are the key indicators that determine the performance of 802.11 DCF. Analytical models facilitate in predicting the value of these para...
Data Center: Energetic and Economic Analysis of a More Efficient Refrigeration System with Free Cooling and the avoided CO2 Emissions
The use of air conditioning equipment is becoming more frequent, and new technologies are emerging to increase the efficiency of the process and decrease the operating costs of air conditioning systems. In data centres,...