 |
DATASET DESCRIPTION:
The details of the dataset are as follows:
Dataset 1: The data used for this analysis consists of historical load data from cloud systems, collected on an hourly basis over the course of one month, obtained from the Complutense University of Madrid. The training data spans from Day 1 to Day 28, with a total of 672 observations.
Dataset 2: This dataset consisting of server requests and responses from NASA was utilized to understand how the models dealt with a change in workload demand and environment. During preprocessing, we filtered the data to group the requests hourly. The training data for this spans from Day 1 to Day 30, with a total of 683 observations. |
IEEE/ICACT20250232 Slide.08
[Big Slide]