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Cloud-Fog-Edge Collaborative Computing for Sequential MIoT Workflow: A Two-Tier DDPG-Based Scheduling Framework

arXiv — cs.LG•Monday, October 27, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
A new framework has been introduced to enhance the efficiency of healthcare workflows in the Medical Internet of Things (MIoT). This Two-tier DDPG-based scheduling framework addresses the complex challenge of minimizing latency in sequential workflows across diverse cloud-fog-edge infrastructures. By breaking down the scheduling process into a hierarchical system, it promises to improve the performance of healthcare applications, which is crucial for timely patient care and operational efficiency.
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