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Weatherman: Automated, Online and Predictive Thermal Mapping and Management for Data Centers

J. Moore, J.S. Chase, P. Ranganathan
2006 IEEE International Conference on Autonomic Computing  
Experimental results from a representative data center show that automatic thermal mapping can predict accurately the heat distribution resulting from a given workload distribution and cooling configuration  ...  capacity; this dictates an approach that formulates management policies for each data center based on these properties.  ...  Our work addresses this challenge by developing automated, online, predictive thermal management for data centers.  ... 
doi:10.1109/icac.2006.1662394 fatcat:xel2gtqsqbelvbxa23myp4xrxq

Towards Thermal Aware Workload Scheduling in a Data Center

Lizhe Wang, Gregor von Laszewski, Jai Dayal, Xi He, Andrew J. Younge, Thomas R. Furlani
2009 2009 10th International Symposium on Pervasive Systems, Algorithms, and Networks  
High density blade servers are a popular technology for data centers, however, the heat dissipation density of data centers increases exponentially.  ...  Then a thermal aware task scheduling algorithm is presented which aims to reduce power consumption and temperatures in a data center.  ...  Sensor-based fast thermal evaluation model [9] , [10] , Generic Algorithm & Quadratic Programming [7] , [11] , and the Weatherman -an automated online predictive thermal mapping [12] are a few examples  ... 
doi:10.1109/i-span.2009.22 dblp:conf/ispan/WangLDHYF09 fatcat:3sxrjvl4yjdfznfdtbosgv3mg4

Thermal aware workload scheduling with backfilling for green data centers

Lizhe Wang, Gregor von Laszewski, Jai Dayal, Thomas R. Furlani
2009 2009 IEEE 28th International Performance Computing and Communications Conference  
This paper devotes itself in the field of thermal aware resource management for data centers.  ...  This paper proposes an analytical model, which describes data center resources with heat transfer properties and workloads with thermal features.  ...  Sensor-based fast thermal evaluation model [?], [?], Generic Algorithm & Quadratic Programming [?], [?], and the Weatherman -an automated online predictive thermal mapping [?] are a few examples.  ... 
doi:10.1109/pccc.2009.5403821 dblp:conf/ipccc/WangLDF09 fatcat:nvt2djoy3rebjixseefxfm5glu

Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach [article]

Ruihang Wang, Yuanlong Li, Linsen Dong, Xin Zhou, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng
2020 arXiv   pre-print
Evolving the computational fluid dynamics (CFD) model to high fidelity digital twin is desirable for industrial data center management.  ...  This paper presents a surrogate-based approach to automate the calibration of CFD models built for industrial data centers.  ...  ACKNOWLEDGMENT This work is funded by National Research Foundation (NRF) via the Green Data Centre Research (GDCR) and the Green Buildings Innovation Cluster (GBIC), administered by Info-communications  ... 
arXiv:2001.10681v1 fatcat:vgm4ezxl3bhx3dp5b7ilwplf4m

Green Cloud: Emerging trends and their Impacts

Miss Swati, S Tawade
International Research Journal of Engineering and Technology (IRJET)   unpublished
With energy shortages and global climate change leading our concerns these days, the power consumption of data centers has become a key issue.  ...  However, the growing demand of Cloud infrastructure has drastically increased the energy consumption of data centers.  ...  examples such as sensor-based fast thermal evaluation model , Generic Algorithm & Quadratic Programming and the Weatherman -an automated online predictive thermal mapping .  ... 
fatcat:bzjl6xtxdnfzhexhgnvxwrkjzq

Offshore

Roy Graham
2020
She checked it--an automated message from the timesheet app at work.  ...  new proclamations for the management of the facility.  ... 
doi:10.7282/t3-b94h-t982 fatcat:j4cvljnee5fwtg6l3fj5hzzy3u