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Titel:

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

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
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 Dezimalklassifikation:
620 Ingenieurwissenschaften
Zeitschriftentitel:
Journal of Software
Jahr:
2016
Band / Volume:
Voume 11
Jahr / Monat:
2016-07
Monat:
Jul
Heft / Issue:
Number 7
Seitenangaben Beitrag:
623-630
Sprache:
en
Volltext / DOI:
doi:10.17706/jsw.11.7.623-630
TUM Einrichtung:
Lehrstuhl für Integrierte Systeme
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