Journal: Real-Time Systems

Volume 61, Issue 2

183 -- 184Mitra Nasri, Sanjoy K. Baruah. Guest editorial: a roadmap towards learning-enabled and learning-assisted real-time systems
185 -- 236Tarek F. Abdelzaher, Yigong Hu, Denizhan Kara, Tomoyoshi Kimura, Ashitabh Misra, Vishakha Ramani, Olivier Tardieu, Tianshi Wang, Maggie B. Wigness, Alaa Youssef. The bottlenecks of AI: challenges for embedded and real-time research in a data-centric age
237 -- 252Giorgio Buttazzo. Toward predictable AI-based real-time systems
253 -- 258Yasmina Abdeddaïm, Mourad Dridi, Joshua Dumont. Research directions for real-time implementation of AI algorithms
259 -- 267Seunghoon Lee, Woosung Kang, Marko Bertogna, Hoon Sung Chwa, JinKyu Lee. Timing guarantees for inference of AI models in embedded systems
268 -- 274Benjamin Lesage, Adrien Gauffriau, Claire Pagetti, Nicolas Valot. Challenges of neural network accelerators for aeronautics - position paper
275 -- 280Joshua Bakita, James H. Anderson. The advantage of the GPU as a real-time AI accelerator
281 -- 287Michael Yuhas, Arvind Easwaran. Toward state-aware scheduling of machine-learning workloads
288 -- 293Mirco Theile, Binqi Sun, Marco Caccamo. Position paper: deep reinforcement learning for real-time resource management
294 -- 299Daniel Casini. To MILP or not to MILP? On AI techniques for the design and optimization of real-time systems
300 -- 305Abderaouf Nassim Amalou, Isabelle Puaut. Using machine learning for timing analysis: where do we stand?
306 -- 310Junjie Shi, Kuan-Hsun Chen. Shielded reinforcement learning for fault-tolerant scheduling in real-time systems
311 -- 319Daniel Kuhse, Harun Teper, Christian Hakert, Jian-Jia Chen. Timely ML
320 -- 325Zhishan Guo. When machine learning and neural networks marry real-time scheduling

Volume 61, Issue 1

1 -- 3Luís Almeida 0001. st volume
4 -- 52Bruno Gaujal, Alain Girault, Stéphan Plassart. An MDP-based solution for the energy minimization of non-clairvoyant hard real-time systems
53 -- 117Shashank Jadhav, Heiko Falk. Compiler-level DMA-aware multi-objective dynamic SPM allocation
118 -- 158Kyonghwan Yoon, EunJin Jeong, Woosuk Kang, Jonghyun Choe, Soonhoi Ha. Worst case response time analysis for completely fair scheduling in Linux systems
159 -- 182Richard Garreau, Frédéric Ridouard, Henri Bauer, Pascal Richard. Buffer dimensioning per frames in packet networks