Multi-level heterogeneous computing power network scheduling method, device and system and storage medium

The invention provides a multilevel heterogeneous computing power network scheduling method, device and system and a storage medium. The method comprises the following steps: constructing a computing power network model; obtaining a task group comprising a plurality of tasks, and initializing a task...

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Hauptverfasser: WANG YING, BU XIANDE, DING ZHENGYANG, LIU JUN, WANG ZHILI, SHU YI, GAO JINJING, ZHANG NING, WU NINGCHAO, BAO XINGCHUAN, XU ZHIBO, XIN PEIZHE, JIANG SONG, LIU SHIDONG, ZOU JING
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a multilevel heterogeneous computing power network scheduling method, device and system and a storage medium. The method comprises the following steps: constructing a computing power network model; obtaining a task group comprising a plurality of tasks, and initializing a task scheduling result based on the task group; calculating a first fitness based on a preset constraint condition and a task scheduling result, calculating a second fitness based on the completion time of each task in the task scheduling result and a preset deadline, and calculating a third fitness based on the completion time of the task in the virtual node in the task scheduling result and the current time, total fitness is calculated based on the first fitness, the second fitness and the third fitness; and carrying out crossover and mutation operation on the initialized task scheduling result by adopting a genetic algorithm to obtain a new task scheduling result, calculating the total fitness of the new task schedu