OOIR: Observatory of International Research

Papers

(The TQCC of Real-Time Systems is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
Connecting the physical space and cyber space of autonomous systems more closely	33
Shielded reinforcement learning for fault-tolerant scheduling in real-time systems	11
Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing	11
Characterizing global work-conserving scheduling tardiness with uniform instances on multiprocessors	10
Editorial on the special issue of RTNS 2020	10
Multi-core interference over-estimation reduction by static scheduling of multi-phase tasks	9
To MILP or not to MILP? On AI techniques for the design and optimization of real-time systems	8
Worst case response time analysis for completely fair scheduling in Linux systems	8
Extending a predictable machine learning framework with efficient gemm-based convolution routines	8
Linear-time admission control for elastic scheduling	5
A framework for multi-core schedulability analysis accounting for resource stress and sensitivity	5
Exploring AMD GPU scheduling details by experimenting with “worst practices”	5
Resource Management for Stochastic Parallel Synchronous Tasks: Bandits to the Rescue	4
Statistical verification of autonomous system controllers under timing uncertainties	4
Design optimization for real-time systems with sustainable schedulability analysis	4
Cutting-plane algorithms for preemptive uniprocessor scheduling problems	3
A formal framework to design and prove trustworthy memory controllers	3
Optimally ordering IDK classifiers subject to deadlines	3
Feasibility analysis for HPC-DAG tasks	3
The advantage of the GPU as a real-time AI accelerator	2
From cache and memory management to WCET analysis	2
Supporting AI-powered real-time cyber-physical systems on heterogeneous platforms via hypervisor technology	2
An MDP-based solution for the energy minimization of non-clairvoyant hard real-time systems	2
Configuration optimization for heterogeneous time-sensitive networks	2
The shape of a DAG: bounding the response time using long paths	2

Position paper: deep reinforcement learning for real-time resource management