RIGHT-SIZING CONTAINERIZED WORKLOADS RUNNING ON EDGE DEVICES TO MEET WORKLOAD SERVICE LEVEL AGREEMENT ADAPTIVELY

Computer-implemented methods, media, and systems for right-sizing containerized workloads running on edge devices are disclosed. One example method includes receiving a manifest file including one or more runtime service level agreement (SLA) requirements and one or more upper bounds on resource all...

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Bibliographische Detailangaben
Hauptverfasser:	AYGAR, EROL, Singwi, Raunak Ravindra, Daw, Nilanjan
Format:	Patent
Sprache:	eng
Schlagworte:	ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
Online-Zugang:	Volltext bestellen
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Beschreibung
Zusammenfassung:	Computer-implemented methods, media, and systems for right-sizing containerized workloads running on edge devices are disclosed. One example method includes receiving a manifest file including one or more runtime service level agreement (SLA) requirements and one or more upper bounds on resource allocation for running the workload on a software defined wide area network (SD-WAN) edge device. The workload on the SD-WAN edge device is started based on the manifest file. Telemetry data from the SD-WAN edge device is monitored, where the telemetry data includes resource usage data for running the workload on the SD-WAN edge device. A model for resource usage behavior of the workload running on the SD-WAN edge device is established based on the monitored telemetry data. One or more updated upper bounds on resource allocation for running the workload on the SD-WAN edge device are displayed based on the established model.