Model computing resource dynamic planning method

The invention relates to the technical field of resource planning, and particularly discloses a model computing resource dynamic planning method, which comprises five steps: dynamically estimating resource demand conditions of a computing task in different stages and resource occupation conditions o...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: ZHAO BO, FAN JIANXUN
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention relates to the technical field of resource planning, and particularly discloses a model computing resource dynamic planning method, which comprises five steps: dynamically estimating resource demand conditions of a computing task in different stages and resource occupation conditions of a server in a certain time period in the future based on historical data; therefore, matching of the computing task and the server resources is realized. According to the method, the system resource quantity and the occupation time required by each stage of the calculation task are dynamically predicted, and the calculation task is allocated to the server matched with the calculation task; the calculation task execution time is shortened; the overall resource utilization rate of the system is improved; and the execution time of the task can be estimated more accurately. 本发明涉及资源规划技术领域,尤其公开了一种模型计算资源动态规划方法,包括五个步骤,该方法基于历史数据,动态预估计算任务在不同阶段的资源需求情况及未来某时间段内服务器的资源占用情况,以实现计算任务与服务器资源的匹配。本发明通过动态预测计算任务各阶段所需的系统资源量及占用时间,将计算任务分配至