Prediction-Based Power Oversubscription in Cloud Platforms

Alok Kumbhare
Alok Kumbhare
Reza Azimi
Reza Azimi
Anand Bonde
Anand Bonde
Felipe Frujeri
Felipe Frujeri
Nithish Mahalingam
Nithish Mahalingam
Pulkit Misra
Pulkit Misra
Seyyed Ahmad Javadi
Seyyed Ahmad Javadi
Bianca Schroeder
Bianca Schroeder
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Abstract:

Datacenter designers rely on conservative estimates of IT equipment power draw to provision resources. This leaves resources underutilized and requires more datacenters to be built. Prior work has used power capping to shave the rare power peaks and add more servers to the datacenter, thereby oversubscribing its resources and lowering c...More

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