Secure Temperature And Workload Aware Task Scheduler for Linux Kernel

Mgr. Suresh Kumar Baddipudi

Master's thesis

Anotácia:

Cross layer proactive temperature and workload aware task scheduler (ProTAS) [1] has proved to have performed better than the traditional Completely Fair Scheduler (CFS) to reduce temperature of chips. The theoretical part of the work will study the internal model used in the ProTAS scheduler and describe various architectural parameters used by the model for temperature and activity factor prediction. The practical part of the work will examine possible attacks on the ProTAS scheduler to analyze the effect on performance caused by malicious programs. It will compare the temperature effect of malicious programs on chips using the traditional CFS scheduler and ProTAS. [1] M. Patnaik, R. Chidhambaranathan, C. Garg, A. Roy, V. R. Devanathan, S. Balachandran, V. Kamakoti. “ProWATCh: A Proactive Cross-LayerWorkload Aware Temperature Management Framework for Low-Power Chip Multi-Processors.” In: ACM Journal on Emerging Technologies in Computing Systems, Vol. 12, Issue 3, Article No.22, Sept 2015.

Abstract:

Cross layer proactive temperature and workload aware task scheduler (ProTAS) [1] has proved to have performed better than the traditional Completely Fair Scheduler (CFS) to reduce temperature of chips. The theoretical part of the work will study the internal model used in the ProTAS scheduler and describe various architectural parameters used by the model for temperature and activity factor prediction. The practical part of the work will examine possible attacks on the ProTAS scheduler to analyze the effect on performance caused by malicious programs. It will compare the temperature effect of malicious programs on chips using the traditional CFS scheduler and ProTAS. [1] M. Patnaik, R. Chidhambaranathan, C. Garg, A. Roy, V. R. Devanathan, S. Balachandran, V. Kamakoti. “ProWATCh: A Proactive Cross-LayerWorkload Aware Temperature Management Framework for Low-Power Chip Multi-Processors.” In: ACM Journal on Emerging Technologies in Computing Systems, Vol. 12, Issue 3, Article No.22, Sept 2015.

Keywords

Activity factor, Linux kernel, Model predictive control, Model predictive control based task scheduler, Proactive task assignment and scheduling, ProTAS, ProWATCh, Task scheduler, Workload and temperature aware process manager

Jazyk práce: English

Datum vytvoření / odevzdání či podání práce: 13. 12. 2018

Obhajoba závěrečné práce

• Obhajoba proběhla 31. 1. 2019
• Vedúci: prof. RNDr. Václav Matyáš, M.Sc.
• Oponent: Ing. Mgr. et Mgr. Zdeněk Říha, Ph.D.

Masaryk University

Faculty of Informatics

Master programme / odbor:
Informatics / Information Technology Security (eng.)