3 papers
cs.DC2026
Fault-Tolerant Offloading Framework for Real-Time Applications in Mobile Edge Computing
Chuanchao Gao, Yiyang Gao, Michael Yuhas +1
This paper studies a Deadline-constrained task Offloading and resource Allocation Problem (DOAP) in a backhaul-network-enabled Mobile Edge Computing (MEC) system with both bandwidt…
cs.AR2026
HyperCut: Fast Inter-Layer Scheduling via Directed Hypergraph and Early Filtering
Ziang Wei, Zirui Xu, Sufeng Guo +4
As deep neural networks (DNNs) continue to scale, inter-layer scheduling, which orchestrates the spatial allocation of compute resources and the temporal execution order across lay…
cs.DC2025
Exploiting the Uncertainty of the Longest Paths: Response Time Analysis for Probabilistic DAG Tasks
Yiyang Gao, Shuai Zhao, Boyang Li +4
Parallel real-time systems (e.g., autonomous driving systems) often contain functionalities with complex dependencies and execution uncertainties, leading to significant timing var…