Journal article
Hybrid surrogate model for online temperature and pressure predictions in data centers
Abstract
The increase in cloud computing and big data storage has led to significant growth in data center (DC) infrastructure that is now estimated to consume more than 1.5% of the world’s electricity. Due to suboptimal DC design and operation, a significant fraction of this energy is wasted because of the cooling systems inability to effectively distribute cold air to servers. Consequently, additional cooling air must be circulated inside a DC to …
Authors
Asgari S; Moazamigoodarzi H; Tsai PJ; Pal S; Zheng R; Badawy G; Puri IK
Journal
Future Generation Computer Systems, Vol. 114, , pp. 531–547
Publisher
Elsevier
Publication Date
January 2021
DOI
10.1016/j.future.2020.08.029
ISSN
0167-739X