Consolidating Virtual Data Centers with Negative Load Correlations to Alleviate Performance Degradation Due to Load Burstiness (Invited)
Chao Guo, Gangxiang Shen, Yonghu Yan, Wei Chen, Sanjay Kumar Bose · 2018
The load burstiness of a virtual machine (VM) or a virtual link (VL) in a Virtual Data Center (VDC) may affect other VDCs that share a common host and degrade the performance of these co-hosted VDCs. To tackle this, we propose embedding VDCs whose loads are negatively correlated, onto common physical servers and links. An Integer Linear Programming (ILP) model and a load-correlation-based heuristic algorithm are developed to simulate and study the effectiveness of this approach.