A Complete Model for Modular Simulation of Data Centre Power Load
R. Rahmani, I. Moser, M. Seyedmahmoudian

TL;DR
This paper introduces a comprehensive modular simulation model for data centre power consumption, enabling detailed analysis of component energy use and environmental impacts across various designs and locations.
Contribution
It presents a novel, flexible, and scalable modular simulation framework that accounts for different data centre structures and environmental factors, improving energy management insights.
Findings
The model provides hourly power profiles for each component.
Environmental parameters like temperature and humidity are incorporated.
The model supports diverse data centre designs and locations.
Abstract
Data centres are very fast growing structures with significant contribution to the world's energy consumption. Reducing the energy consumption of data centres is easier when the components that comprise a data centre and their respective energy consumption are known. A complete model for a modular design of a data centre and a technique for simulating each module's energy consumption are presented. Detailed power consumption modelling for each component as well as their interactions are the merits of this model. Unlike existing research, the present modular simulation model can take different design structures of data centres into account and provide us with hourly power consumption profiles for each component. The impacts of environmental parameters such as temperature and humidity are also investigated and incorporated into the model. The flexibility, scalability, comprehensiveness…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCloud Computing and Resource Management · Advanced Data Storage Technologies · Green IT and Sustainability
