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Erschienen in: Real-Time Systems 4/2017

25.05.2017

Isolation scheduling on multicores: model and scheduling approaches

verfasst von: Georgia Giannopoulou, Pengcheng Huang, Rehan Ahmed, Davide B. Bartolini, Lothar Thiele

Erschienen in: Real-Time Systems | Ausgabe 4/2017

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Abstract

Deploying real-time applications on multicores is challenging because tasks that are executed concurrently on different cores can interfere on shared resources, severely complicating worst-case timing analysis. To tackle this challenge, we propose a new scheduling model called isolation scheduling (IS): IS provides a framework to exploit multicores for real-time applications where tasks are grouped into classes. IS enforces mutually exclusive execution among different task classes, thus eliminating inter-class interference by construction. We assume that interference due to the statefulness of shared resources is either negligible or accounted for in the worst-case execution time of tasks. Mixed-criticality systems provide an example where IS is applicable. We propose and analyze two novel approaches for isolation scheduling: a global approach based on fluid scheduling and a partitioned approach based on hierarchical server scheduling, each with extensions to mixed-criticality applications. Through extensive simulations, we compare the two approaches in terms of schedulability and runtime overheads and quantify the schedulability loss due to the isolation constraint. Moreover, we conduct a comparative study among state-of-the-art approaches that comply with our IS model, showing that the new approaches can significantly outperform existing ones in terms of schedulability.

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Fußnoten
1
The tuple defines the period, relative deadline, and worst-case execution time of the task, see Sect. 3.1.
 
2
Note that condition (43) is also necessary if tasks have implicit deadlines.
 
3
Note that we use an adapted version of (5) where task utilizations are replaced by task densities. This adaptation is done to accommodate MC task sets with constrained deadlines.
 
4
We consider WF-Max partitioning because, here, it provides the highest schedulability among the proposed heuristic approaches in Sect. 7.1.
 
5
Notice e.g., the improvement in FTTS schedulability compared to the harmonic case.
 
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Metadaten
Titel
Isolation scheduling on multicores: model and scheduling approaches
verfasst von
Georgia Giannopoulou
Pengcheng Huang
Rehan Ahmed
Davide B. Bartolini
Lothar Thiele
Publikationsdatum
25.05.2017
Verlag
Springer US
Erschienen in
Real-Time Systems / Ausgabe 4/2017
Print ISSN: 0922-6443
Elektronische ISSN: 1573-1383
DOI
https://doi.org/10.1007/s11241-017-9277-4

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