Seasonal auto-reactive energization

A system comprising:

• one or more processors;
• and
• one or more computer-readable media storing computer-executable instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• determining, that a utilization volatility period for is beginning, wherein the utilization volatility period is a period of time during which a chance of a utilization increase of a local resource is within a predetermined threshold;
• determining, an upper capacity boundary trigger and a lower capacity boundary trigger for the utilization volatility period;
• receiving, from an auto energizing infrastructure, an expected utilization of the local resource for a network device during a utilization volatility period;
• receiving, from the auto energizing infrastructure, a calculation of a maximum potential capacity delta for the expected utilization of the local resource for the network device during the utilization volatility period, wherein the maximum potential capacity delta is an amount of capacity of the local resource to cover a spike in utilization of the local resource above the expected utilization of the local resource;
• and
• algorithmically self-tune a right-size capacity of the local resource by increasing or decreasing a number of energized hardware elements providing incremental capacity during a duration of the spike based at least in part on whether local resource utilization telemetry for the network device indicates that the upper capacity boundary trigger or the lower capacity boundary trigger has been breached, wherein the right-size capacity is at least an amount of the local resource needed to ensure proper network functioning.

One or more non-transitory computer-readable media storing instructions that, when executed, cause one or more processors to perform operations comprising:

• determining, that a utilization volatility period for is beginning, wherein the utilization volatility period is a period of time during which a chance of a utilization increase of a local resource is within a predetermined threshold;
• determining, an upper capacity boundary trigger and a lower capacity boundary trigger for the utilization volatility period;
• receiving, from an auto energizing infrastructure, an expected utilization of a local resource for a network device during a utilization volatility period;
• receiving, from the auto energizing infrastructure, a calculation of a maximum potential capacity delta for the expected utilization of the local resource for the network device during the utilization volatility period, wherein the maximum potential capacity delta is an amount of capacity of the local resource to cover a spike in utilization of the local resource above the expected utilization of the local resource;
• and
• algorithmically self-tune a right-size capacity of the local resource by increasing or decreasing a number of energized hardware elements providing incremental capacity during a duration of the spike based at least in part on whether local resource utilization telemetry for the network device indicates that the upper capacity boundary or the lower capacity boundary trigger has been breached, wherein the right-size capacity is at least an amount of the local resource needed to ensure proper network functioning.