There are many studies on optimizing resource management for cloud computing. Such optimizations are as resource allocation, provisioning, consolidation, scheduling, migration, etc.
However, What metrics are being used by researchers to evaluate their solutions, especially for resource provisioning issue? We have collected many of them and would be grateful if you would add yours.
- CPU Utilization
- Response Time
- Delay Time
- Throughput
- Cost
- SLA Violation
- Provisioned VM
- Allocated VM
Hi Mohammad
We are doing similar kind of research. Please use following papers to find your answer (even you will get more information):
1. CHOPPER: an intelligent QoS-aware autonomic resource management approach for cloud computing
https://www.researchgate.net/publication/318841084_CHOPPER_an_intelligent_QoS-aware_autonomic_resource_management_approach_for_cloud_computing
2. RADAR: Self‐configuring and self‐healing in resource management for enhancing quality of cloud services
https://www.researchgate.net/publication/327023766_RADAR_Self-configuring_and_self-healing_in_resource_management_for_enhancing_quality_of_cloud_services
3. Q-aware: Quality of service based cloud resource provisioning
https://www.researchgate.net/publication/272946651_Q-aware_Quality_of_service_based_cloud_resource_provisioning
https://www.sciencedirect.com/science/article/pii/S0045790615000282
Best Wishes
Sukhpal
Thank you Sukhpal.
I extracted many performance metrics from your proposed works. Nonetheless, your work somehow overlaps with scheduling topic, not just provisioning.
Thank you all for your feedback. We published a paper covering the while performance metrics in cloud, fog and edge computing.
https://www.sciencedirect.com/science/article/abs/pii/S2542660520301062
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