| CPC H04L 63/205 (2013.01) | 20 Claims |

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1. An apparatus comprising:
a network interface circuit to receive a call report including an application programming interface (API) name of an API, a service name of a security service, one or more records of first calls received by the security service via the API, and an identifier of a customer apparatus at which the security service and the API are deployed, the one or more records of first calls including respective timestamps;
instructions; and
a processor circuit to utilize the instructions to:
based on the call report, build a first-order model of the first calls to the API for the security service;
determine that an update for the security service is available; and
based on the first-order model, schedule the update for the security service to occur during a period when second calls to the API for the security service are expected to be reduced with respect to the first calls, the network interface circuit to transmit an instruction to cause the customer apparatus to update the security service during the period.
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