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Title:

ANN Predicted Apps-Usage Aware Linux Scheduler for Asymmetrical Multi Cluster SoC

Document type:
Zeitschriftenaufsatz
Author(s):
Hou Zhao Qi Rex, Jong Ching Chuen, Andreas Herkersdorf
Abstract:
This research introduces an improved Linux scheduler that models and manages several power dissipation problems based on user application usage pattern identified in mobile computing platform. The scheduler is developed and simulated in Android 5.0 with the Linux kernel 3.10 and 3.14. The scheduler monitors multiple system performance metrics at runtime, predicts power dissipation and future workload with an ANN computation block. To exploit DVFS capabilities in ARM asymmetrical SoC designs a th...     »
Dewey Decimal Classification:
620 Ingenieurwissenschaften
Journal title:
Journal of Software
Year:
2016
Journal volume:
Voume 11
Year / month:
2016-07
Month:
Jul
Journal issue:
Number 7
Pages contribution:
623-630
Language:
en
Fulltext / DOI:
doi:10.17706/jsw.11.7.623-630
TUM Institution:
Lehrstuhl für Integrierte Systeme
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