Resource adjustment method and device

The invention discloses a resource adjustment method and device, and is suitable for each application in a K8S platform, and the K8S platform comprises a plurality of Pods. Acquiring historical resource use state data of a first application in the K8S platform in continuous N-1 periods through the m...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: ZHOU LINGTAO, SUN GUANGNING
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 discloses a resource adjustment method and device, and is suitable for each application in a K8S platform, and the K8S platform comprises a plurality of Pods. Acquiring historical resource use state data of a first application in the K8S platform in continuous N-1 periods through the monitoring tool; n is a positive integer greater than 1; inputting N-1 pieces of historical resource use state data of the first application into the first network, and obtaining predicted resource use state data of the first application in the Nth period through the first network; the first network is obtained by performing adversarial training in combination with the second network; inputting the predicted resource use state data into a third network, and obtaining the number of to-be-used Pods of the first application in the Nth period through the third network; the third network is obtained by training according to the resource use state data of the plurality of applications in the K8S platform and the correspon