Multipath Bound for DAG Tasks

This article studies the response time bound of a directed acyclic graph (DAG) task. Recently, the idea of using multiple paths to bound the response time of a DAG task, instead of using a single longest path in previous results, was proposed and led to the so-called multipath bound. Multipath bounds can greatly reduce the response time bound and significantly improve the schedulability of DAG tasks. This article derives a new multipath bound and proposes an optimal algorithm to compute this bound. We further present a systematic analysis on the dominance and the sustainability of three existing multipath bounds and the proposed multipath bound. Our bound theoretically dominates and empirically outperforms all existing multipath bounds. What is more, the proposed bound is the only multipath bound that is proved to be self-sustainable.

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Publication Details

Journal
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Published
2024-11-27
DOI
https://doi.org/10.1109/tcad.2024.3507563
Citations
3
Primary Topic
Inertial Sensor and Navigation
Type
article
Field-Weighted Citation Impact
3.90
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article

Multipath Bound for DAG Tasks

Nan Guan, Mingsong Lv, Qingqiang He, Shuai Zhao
3 citations
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Inertial Sensor and Navigation
3.90
article

Multipath Bound for DAG Tasks

Nan Guan, Mingsong Lv, Qingqiang He, Shuai Zhao
article en
3 citations

Abstract

This article studies the response time bound of a directed acyclic graph (DAG) task. Recently, the idea of using multiple paths to bound the response time of a DAG task, instead of using a single longest path in previous results, was proposed and led to the so-called multipath bound. Multipath bounds can greatly reduce the response time bound and significantly improve the schedulability of DAG tasks. This article derives a new multipath bound and proposes an optimal algorithm to compute this bound. We further present a systematic analysis on the dominance and the sustainability of three existing multipath bounds and the proposed multipath bound. Our bound theoretically dominates and empirically outperforms all existing multipath bounds. What is more, the proposed bound is the only multipath bound that is proved to be self-sustainable.

IEEE Transactions on Computer-Aided Design of Integrated Circuits and SystemsVol. 44(5)
Hong Kong Polytechnic University (HK), Sun Yat-sen University (CN), City University of Hong Kong (HK), Great Bay University
Openalex Percentile: Top 6%
Inertial Sensor and Navigation
3.90
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