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International Journal of Heat and Mass Transfer, ISSN 0017-9310, 2010, Volume 53, Issue 9, pp. 2193 - 2205
Journal Article
Journal of Heat Transfer, ISSN 0022-1481, 07/2010, Volume 132, Issue 7, pp. 1 - 14
Computational fluid dynamics/heat transfer (CFD/HT) methods are too time consuming and costly to examine the effect of multiple design variables on the system... 
Proper orthogonal decomposition | Reduced order thermal modeling | Data center | reduced order thermal modeling | data center | THERMODYNAMICS | REDUCTION | CONVECTION | SYSTEMS | proper orthogonal decomposition | FLOW | ENGINEERING, MECHANICAL | Fluid dynamics | Energy dissipation | Functions, Orthogonal | Analysis
Journal Article
Journal of Heat Transfer (Transactions of the ASME), ISSN 0022-1481, 07/2010, Volume 132, Issue 7, pp. 071402 (14) - 071402 (14)
Computational fluid dynamics/heat transfer (CFD/HT) methods are too time consuming and costly to examine the effect of multiple design variables on the system... 
Design engineering | Heat treatment | Reduced order | Computational fluid dynamics | Mathematical analysis | Mathematical models | Dynamical systems | Heat transfer
Journal Article
International Journal of Numerical Methods for Heat & Fluid Flow, ISSN 0961-5539, 06/2010, Volume 20, Issue 5, pp. 529 - 550
Journal Article
Proceedings of the 44th Annual International Symposium on computer architecture, ISSN 1063-6897, 06/2017, Volume 128643, pp. 1 - 12
Many architects believe that major improvements in cost-energy-performance must now come from domain-specific hardware. This paper evaluates a custom... 
MLP | accelerator | deep learning | CNN | domain-specific architecture | LSTM | RNN | DNN | TPU | GPU | neural network | TensorFlow | Transmission line matrix methods | Graphics processing units | Artificial neural networks | Training | Tensile stress | Hardware | Central Processing Unit | Deep learning | Domain-specific architecture | Neural network | Accelerator
Conference Proceeding
Journal of Electronic Packaging, Transactions of the ASME, ISSN 1043-7398, 2015, Volume 137, Issue 2
Data centers consume a considerable amount of energy which is estimated to be about 2% of the total electrical energy consumed in the U.S. in the year 2010,... 
FLOW | ENGINEERING, MECHANICAL | THERMAL PROFILE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Enhanced Heat Transfer, ISSN 1065-5131, 2011, Volume 18, Issue 1, pp. 15 - 30
Currently, the airflow and heat transfer characteristics of data centers are simulated through computational fluid dynamics and heat transfer (CFD/HT)... 
Multi-objective design | Thermal management | Data center | Multi-scale modeling | multi-scale modeling | multi-objective design | data center | THERMODYNAMICS | thermal management | ENGINEERING, MECHANICAL
Journal Article
Journal of Heat Transfer, ISSN 0022-1481, 2012, Volume 134, Issue 4, p. 041401
In this paper, an effective and computationally efficient proper orthogonal decomposition (POD) based reduced order modeling approach is presented, which... 
experimental measurement | data center | reduced order thermal modeling | proper orthogonal decomposition | THERMODYNAMICS | FLOOR DATA CENTERS | REDUCTION | CONVECTION | PERFORATED TILES | SYSTEMS | ENGINEERING, MECHANICAL | Air conditioning | Usage | Cooling | Fluid dynamics | Reynolds number | Innovations | Equipment and supplies | Methods
Journal Article
Journal of Electronic Packaging, Transactions of the ASME, ISSN 1043-7398, 06/2010, Volume 132, Issue 2, pp. 0210021 - 0210028
This paper is centered on quantifying the effect of computer room and computer room air conditioning (CRAC) unit modeling on the perforated tile flow... 
Air flow distribution | Numerical modeling | Data center | Crac modeling | data center | AIR-FLOW | CRAC modeling | air flow distribution | ENGINEERING, MECHANICAL | numerical modeling | ENGINEERING, ELECTRICAL & ELECTRONIC | Air conditioning | Models | Observations | Computation laboratories | Heating, cooling and ventilation
Journal Article
Journal of Electronic Packaging (Transactions of the ASME), ISSN 1043-7398, 06/2010, Volume 132, Issue 2, pp. 021002 (8) - 021002 (8)
This paper is centered on quantifying the effect of computer room and computer room air conditioning (CRAC) unit modeling on the perforated tile flow... 
Air conditioning | Flow rate | Computer simulation | Flow distribution | Mathematical models | Pipe | Porosity | Blowers
Journal Article
Numerical Heat Transfer, Part A: Applications, ISSN 1040-7782, 01/2010, Volume 57, Issue 2, pp. 69 - 100
A design approach is presented to bring adaptability and robustness to multi-scale convective systems. The design method is centered on proper orthogonal... 
MECHANICS | THERMODYNAMICS | Consumption | Design engineering | Reduced order | Mathematical models | Robustness | Power dissipation | Optimization | Thermal response
Journal Article
Journal of Electronic Packaging, Transactions of the ASME, ISSN 1043-7398, 12/2008, Volume 130, Issue 4, pp. 0411041 - 0411048
In the near future, electronic cabinets of data centers will house high performance chips with heat fluxes approaching 100 W/cm(2) and associated high... 
ENGINEERING, MECHANICAL | ENGINEERING, ELECTRICAL & ELECTRONIC | Thermal properties | Forecasts and trends | Design and construction | Management | Information technology | Information storage and retrieval systems
Journal Article
International Journal of Numerical Methods for Heat & Fluid Flow, ISSN 0961-5539, 2010, Volume 20, Issue 5
Journal Article
Journal of Electronic Packaging, Transactions of the ASME, ISSN 1043-7398, 2010, Volume 132, Issue 3
Journal Article
Numerical Heat Transfer. Part A, Applications, ISSN 1040-7782, 01/2010, Volume 57, Issue 2, p. 69
A design approach is presented to bring adaptability and robustness to multi-scale convective systems. The design method is centered on proper orthogonal... 
Design | Energy efficiency | Comparative analysis | Heat transfer
Journal Article
Journal of Electronic Packaging (Transactions of the ASME), ISSN 1043-7398, 09/2010, Volume 132, Issue 3, pp. 031006 (14 ) - 031006 (14 )
Concurrency and exchanging design knowledge among thermal and IT management are required to achieve an energy efficient operational data center. In this paper,... 
Design engineering | Cooling | Concurrency | Dynamics | Mathematical models | Servers | Dynamical systems | Information technology | Optimization
Journal Article
01/2009, ISBN 9781124565989
Data centers are computing infrastructure facilities that house arrays of electronic racks containing high power dissipation data processing and storage... 
Mechanical engineering
Dissertation
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