An Analysis of Resource Utilization in Cloud Computing using Alibaba Cluster Trace
| Author(s) | : | Hemanshi H. Vaniya, Kirtikumar J. Sharma, Pranay S. Patel |
| Institution | : | PG Scholar,Computer Engineering Department, Birla Vishvakarma Mahavidyalaya, Vallabh Vidhyanagar |
| Published In | : | Vol. 8, Issue 5 — May 2021 |
| Page No. | : | 1-12 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
—Cloud computing usage is rising day by day due to their ‘On Request’ service. Increasing the usage of cloudcomputing, there is a need for better utilization and effective resource allocation. For better utilization, one needs toapply new methods, real environment or setup, or there is a need for real-time cloud datasets. Alibaba group releasedthe dataset ‘Alibaba cluster trace’ in 2017, which is used in this paper. Alibaba cluster trace dataset consists ofmachines, online services, and offline services. Dataset has 11101 Container events(online services) and 12935 offlinebatch jobs located in 1300 machines over 12 hours. All services are completed in 5 minutes interval of 12 hours. Thepaper ‘Imbalance in the cloud: An analysis of alibaba cluster trace’ describes the study of dataset in depth. Also,reviewed other various research papers based on alibaba cluster trace dataset which is described in this paper and alsosurveyed the various methods and algorithms. Assignment of the algorithms is done in this paper for better utilization on‘alibaba cluster trace’ dataset.
Hemanshi H. Vaniya, Kirtikumar J. Sharma, Pranay S. Patel, “An Analysis of Resource Utilization in Cloud Computing using Alibaba Cluster Trace”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 8, Issue 5, pp. 1-12, May 2021.
