Green data analytics of supercomputing from massive sensor networks: Does workload distribution matter?

Green data analytics of supercomputing from massive sensor networks: Does workload distribution matter?

Energy costs represent a significant share of the total cost of ownership in high performance computing (HPC) systems. Using a unique data set collected by massive sensor networks in a peta scale national supercomputing center, we first present an explanatory model to identify key factors that affec...

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Bibliographic Details
Main Authors: GUO, Zhiling, LI, Jin, RAMESH, Ram
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
high-performance computing
data center
energy-efficient operation
data analytics
autoregressive model
dynamic panel data
optimization
Databases and Information Systems
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/7813
https://ink.library.smu.edu.sg/context/sis_research/article/8816/viewcontent/GreenDataAnalytics_av.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/7813
https://ink.library.smu.edu.sg/context/sis_research/article/8816/viewcontent/GreenDataAnalytics_av.pdf

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