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Taming the tail utilization of ads inference at Meta scale

Engineering at Meta

The inference platforms that serve the sophisticated machine learning models used by Meta’s ads delivery system require significant infrastructure capacity across CPUs, GPUs, storage, networking, and databases. This created the ability to move work from crunched servers to low utilization servers and absorb increased demand.

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The Co-Managed SD-WAN: A Managed Infrastructure with Self-Service Capabilities for Agility

CATO Networks

Typically, they have the in-house expertise to manage their existing wide area network and feel comfortable adapting to the new technologies of the SD-WAN. There is a flavor of the co-managed SD-WAN in which most SD-WAN and network security capabilities move from appliances on the customer premises into a core network in the cloud.

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