Xiaoyan Ma

A Data-Driven Based Energy Consumption Modeling for Heterogeneous Servers in Data Centers

2021 · 2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2)

The server is recognized as one of the main energy consumption equipment in data center, of which accurate energy consumption modeling is the key of improving the data center's energy efficiency. This paper proposes a …

Dynamic coupling real-time energy consumption modeling for data centers

2022 · Energy Reports

Data center energy consumption modeling is the basis for realizing efficient power management and participating in the integration of power systems. However, the existing static modeling methods are difficult to analyze the problem of real-time …