CAWET: Context-Aware Worst-Case Execution Time Estimation Using Transformers
This paper presents CAWET, a hybrid worst-case program timing estimation technique.
CAWET identifies the longest execution path using static techniques, whereas the worst …
CAWET identifies the longest execution path using static techniques, whereas the worst …
Main sources of variability and non-determinism in AD software: taxonomy and prospects to handle them
Safety standards in domains like automotive and avionics seek for deterministic execution
(lack of jittery behavior) as a stepping stone to build a certification argument on the correct …
(lack of jittery behavior) as a stepping stone to build a certification argument on the correct …
Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures
The massive parallelism provided by Graphics Processing Units (GPUs) to accelerate
compute-intensive tasks makes it preferable for Real-Time Systems such as autonomous …
compute-intensive tasks makes it preferable for Real-Time Systems such as autonomous …
ESOMICS: ML-Based Timing Behaviour Analysis For Efficient Mixed-Criticality System Design
In Mixed-Criticality (MC) systems, due to encountering multiple Worst-Case Execution Times
(WCETs) for each task corresponding to the system operation modes, estimating appropriate …
(WCETs) for each task corresponding to the system operation modes, estimating appropriate …
[PDF][PDF] Data-Driven Approach to Estimate WCET for Real-Time Systems
V Kumar - 2024 - viku18.github.io
Abstract Estimating Worst-Case Execution Time (WCET) is paramount for developing Real-
Time and Embedded systems. The operating system's scheduler uses the estimated WCET …
Time and Embedded systems. The operating system's scheduler uses the estimated WCET …
Machine learning for timing estimation
AN Amalou - 2023 - hal.science
Estimating program execution time is a key but challenging task, further complicated by the
growing complexity and insufficient documentation of modern processor architectures. While …
growing complexity and insufficient documentation of modern processor architectures. While …