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The results of running simulation experiments on CloudSim with 5 pre-built virtual machines to meet the requirements, requests are initialized with random length and size, the number of Requests is from 20-1000 and compared with other load balancing algorithms. They are Round-Robin, MaxMin, MinMin and FCFS algorithms. We focus on the response time, and consider it as a key criteria to evaluate and compare between algorithms.
To understand more detail, we simulated with 4 circumstances. These 4 cases are different by the number of requests. They are 25, 50, 100 and 1000 requests respectively. With 4 cases, we store the historical data of last 100 requests which has been served by the cloud. These data are the data for classifying the next coming requests. For initialize, we already built a dataset of 100 requests, and it is updating while a request finished. |
IEEE/ICACT20220174 Slide.18
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