Design and Simulation of a Component-Based Task Scheduling Model for Multi-Layer Heterogeneous Radio Platforms
Year: 2025
Type: conference-paper
Abstract: To tackle the challenges of component-based task scheduling in Multi-Layer Heterogeneous Radio Platforms (MLHRP) arising from the hierarchical, heterogeneous, diverse, and distributed nature of hardware resources, this study analyzes the hardware architecture of MLHRP and the characteristics of component-based tasks. Building on fundamental graph theory, a digital scheduling model based on the earliest finish time is designed, and the Multi-Layer Heterogeneous Earliest Finish Time (EFT) scheduling algorithm is proposed. Furthermore, a comparative analysis is conducted on the schedule length and speedup of the proposed model and algorithm when scheduling Directed Acyclic Graphs (DAGs) of different types of application tasks. Experimental results demonstrate that the proposed model and algorithm can effectively schedule computation-intensive application tasks and well address the issue of automated component-based task scheduling in MLHRP.
Language: English
Subfield: Computer Networks and Communications
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W7202374553