[BUCH][B] Hard real-time computing systems

GC Buttazzo, G Buttanzo - 1997 - Springer
Real-time computing plays a crucial role in our society since an increasing number of
complex systems rely, in part or completely, on computer control. Examples of applications …

Energy-aware scheduling for real-time systems: A survey

M Bambagini, M Marinoni, H Aydin… - ACM Transactions on …, 2016 - dl.acm.org
This article presents a survey of energy-aware scheduling algorithms proposed for real-time
systems. The analysis presents the main results starting from the middle 1990s until today …

Machine learning in real-time Internet of Things (IoT) systems: A survey

J Bian, A Al Arafat, H **ong, J Li, L Li… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Over the last decade, machine learning (ML) and deep learning (DL) algorithms have
significantly evolved and been employed in diverse applications, such as computer vision …

Apparatus and method for optimizing quantifiable behavior in configurable devices and systems

H Hoffmann, J Lafferty, N Mishra - US Patent 11,009,836, 2021 - Google Patents
An apparatus and method are provided to perform constrained optimization of a constrained
property of an apparatus, which is complex due to having several components, and these …

Energy-efficient real-time scheduling of DAG tasks

A Bhuiyan, Z Guo, A Saifullah, N Guan… - ACM Transactions on …, 2018 - dl.acm.org
This work studies energy-aware real-time scheduling of a set of sporadic Directed Acyclic
Graph (DAG) tasks with implicit deadlines. While meeting all real-time constraints, we try to …

Racing and pacing to idle: Theoretical and empirical analysis of energy optimization heuristics

DHK Kim, C Imes, H Hoffmann - 2015 IEEE 3rd international …, 2015 - ieeexplore.ieee.org
The problem of minimizing energy for a performance constraint (eg, Real-time deadline or
quality-of-service requirement) has been widely studied, both in theory and in practice …

Design optimization for security-and safety-critical distributed real-time applications

W Jiang, P Pop, K Jiang - Microprocessors and Microsystems, 2017 - Elsevier
In this paper, we are interested in the design of real-time applications with security, safety,
timing, and energy requirements. The applications are scheduled with cyclic scheduling …

Hybrid DVFS scheduling for real-time systems based on reinforcement learning

FMM ul Islam, M Lin - IEEE Systems Journal, 2015 - ieeexplore.ieee.org
Power consumption is one of the most challenging issues in the design of modern
computing systems. In any computational device, processor consumes significant amount of …

Predjoule: A timing-predictable energy optimization framework for deep neural networks

S Bateni, H Zhou, Y Zhu, C Liu - 2018 IEEE Real-Time Systems …, 2018 - ieeexplore.ieee.org
The revolution of deep neural networks (DNNs) is enabling dramatically better autonomy in
autonomous driving. However, it is not straightforward to simultaneously achieve both timing …

Energy-efficient multi-core scheduling for real-time DAG tasks

Z Guo, A Bhuiyan, A Saifullah, N Guan, H **ong - 2017 - scholarsmine.mst.edu
In this work, we study energy-aware real-time scheduling of a set of sporadic Directed
Acyclic Graph (DAG) tasks with implicit deadlines. While meeting all real-time constraints …