RIGHT-SIZING GRAPHICS PROCESSING UNIT (GPU) PROFILES FOR VIRTUAL MACHINES

RIGHT-SIZING GRAPHICS PROCESSING UNIT (GPU) PROFILES FOR VIRTUAL MACHINES

Techniques for right-sizing a GPU profile for a VM based on the VM's runtime behavior are provided. In one set of embodiments, these techniques can include collecting data regarding the VM's GPU resource usage and other performance/usage metrics, analyzing the collected data to predict the...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kurkure, Uday Pundalik, Sivaraman, Hari, Lan, Vu
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Techniques for right-sizing a GPU profile for a VM based on the VM's runtime behavior are provided. In one set of embodiments, these techniques can include collecting data regarding the VM's GPU resource usage and other performance/usage metrics, analyzing the collected data to predict the maximum amount of GPU memory and/or compute resources that the VM will likely require during its runtime, and determining a new, right-sized GPU profile for the VM based on the predicted maximum resource requirements.