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Runtime monitoring plays a key role in the assurance of modern intelligent cyber-physical systems, which are frequently data-intensive and safety-critical. While graph queries can serve as an expressive yet formally precise specification…

软件工程 · 计算机科学 2021-11-04 Márton Búr , Kristóf Marussy , Brett H. Meyer , Dániel Varró

Machine-learning models are increasingly deployed on resource-constrained embedded systems with strict timing constraints. In such scenarios, the worst-case execution time (WCET) of the models is required to ensure safe operation.…

机器学习 · 计算机科学 2025-01-30 Nils Hölscher , Christian Hakert , Georg von der Brüggen , Jian-Jia Chen , Kuan-Hsun Chen , Jan Reineke

In this paper, we focus on modelling the timing aspects of binary programs running on architectures featuring caches and pipelines. The objective is to obtain a timed automaton model to compute tight bounds for the worst-case execution time…

形式语言与自动机理论 · 计算机科学 2015-11-16 Franck Cassez , Pablo González de Aledo Marugán

We propose the first method that determines the exact worst-case execution time (WCET) for implicit linear model predictive control (MPC). Such WCET bounds are imperative when MPC is used in real time to control safety-critical systems. The…

系统与控制 · 电气工程与系统科学 2023-04-25 Daniel Arnström , David Broman , Daniel Axehill

On real-time systems running under timing constraints, scheduling can be performed when one is aware of the worst case execution time (WCET) of tasks. Usually, the WCET of a task is unknown and schedulers make use of safe…

编程语言 · 计算机科学 2017-07-07 Valentin Touzeau , Claire Maïza , David Monniaux

The safety of our day-to-day life depends crucially on the correct functioning of embedded software systems which control the functioning of more and more technical devices. Many of these software systems are time-critical. Hence,…

编程语言 · 计算机科学 2009-03-13 Adrian Prantl , Jens Knoop , Markus Schordan , Markus Triska

In systems with hard real-time constraints, it is necessary to compute upper bounds on the worst-case execution time (WCET) of programs; the closer the bound to the real WCET, the better. This is especially the case of synchronous reactive…

编程语言 · 计算机科学 2014-06-02 Julien Henry , Mihail Asavoae , David Monniaux , Claire Maïza

In this paper we introduce a framework for computing upper bounds yet accurate WCET for hardware platforms with caches and pipelines. The methodology we propose consists of 3 steps: 1) given a program to analyse, compute an equivalent…

软件工程 · 计算机科学 2010-06-11 Franck Cassez

Parametric Worst-case execution time (WCET) analysis of a sequential program produces a formula that represents the worst-case execution time of the program, where parameters of the formula are user-defined parameters of the program (as…

编程语言 · 计算机科学 2017-10-09 Clément Ballabriga , Julien Forget , Giuseppe Lipari

Given a program and a time deadline, does the program finish before the deadline when executed on a given platform? With the requirement to produce a test case when such a violation can occur, we refer to this problem as the worst-case…

编程语言 · 计算机科学 2015-06-22 Daniel Bundala , Sanjit A. Seshia

Energy efficient real-time task scheduling attracted a lot of attention in the past decade. Most of the time, deterministic execution lengths for tasks were considered, but this model fits less and less with the reality, especially with the…

操作系统 · 计算机科学 2008-09-09 Vandy Berten , Chi-Ju Chang , Tei-Wei Kuo

Over-estimation of worst-case execution times (WCETs) of real-time tasks leads to poor resource utilization. In a mixed-criticality system (MCS), the over-provisioning of CPU time to accommodate the WCETs of highly critical tasks may lead…

操作系统 · 计算机科学 2021-06-01 Soham Sinha , Richard West , Ahmad Golchin

Weakly hard real-time systems can, to some degree, tolerate deadline misses, but their schedulability still needs to be analyzed to ensure their quality of service. Such analysis usually occurs at early design stages to provide…

软件工程 · 计算机科学 2023-08-14 Jaekwon Lee , Seung Yeob Shin , Lionel Briand , Shiva Nejati

Estimating Worst-Case Execution Time (WCET) is of utmost importance for developing Cyber-Physical and Safety-Critical Systems. The system's scheduler uses the estimated WCET to schedule each task of these systems, and failure may lead to…

软件工程 · 计算机科学 2021-08-05 Vikash Kumar

Cause-effect chains, as a widely used modeling method in real-time embedded systems, are extensively applied in various safety-critical domains. End-to-end latency, as a key real-time attribute of cause-effect chains, is crucial in many…

系统与控制 · 电气工程与系统科学 2026-01-29 Yixuan Zhu , Yinkang Gao , Bo Zhang , Xiaohang Gong , Binze Jiang , Lei Gong , Wenqi Lou , Teng Wang , Chao Wang , Xi Li , Xuehai Zhou

In BUNDLE: Real-Time Multi-Threaded Scheduling to Reduce Cache Contention, Tessler and Fisher propose a scheduling mechanism and combined worst-case execution time calculation method that treats the instruction cache as a beneficial…

分布式、并行与集群计算 · 计算机科学 2018-05-31 Corey Tessler , Nathan Fisher

Estimating worst-case execution times (WCET) is an important activity at early design stages of real-time systems. Based on WCET estimates, engineers make design and implementation decisions to ensure that task executions always complete…

软件工程 · 计算机科学 2023-08-14 Jaekwon Lee , Seung Yeob Shin , Shiva Nejati , Lionel C. Briand , Yago Isasi Parache

Race condition is a timing sensitive problem. A significant source of timing variation comes from nondeterministic hardware interactions such as cache misses. While data race detectors and model checkers can check races, the enormous state…

操作系统 · 计算机科学 2011-04-13 Heechul Yun , Cheolgi Kim , Lui Sha

The predictability of a system is the condition to give saferbound on worst case execution timeof real-time tasks which are running on it. Commercial off-the-shelf(COTS) processors are in-creasingly used in embedded systems and contain…

操作系统 · 计算机科学 2019-05-21 Fabien Bouquillon , Clément Ballabriga , Giuseppe Lipari , Smail Niar

Many hardware structures in today's high-performance out-of-order processors do not scale in an efficient way. To address this, different solutions have been proposed that build execution schedules in an energy-efficient manner. Issue time…

硬件体系结构 · 计算机科学 2021-09-08 Andreas Diavastos , Trevor E. Carlson
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