Utilizing a model to manage resources of a network device and to prevent network device oversubscription by endpoint devices

A network device, comprising:

• one or more memories;
• and
• one or more processors to:
• receive configuration data identifying respective resource subscription thresholds associated with a plurality of endpoint devices,
• wherein the respective resource subscription thresholds include one or more of:
• a processor threshold associated with a processor of the network device,
• a memory threshold associated with a memory of the network device,
• a network address threshold associated with network addresses of the network device, or
• a network port threshold associated with network ports of the network device;
• receive traffic from the plurality of endpoint devices;
• process the traffic and the configuration data, with a resource allocation model, to determine that processing traffic associated with a first endpoint device requires allocating a resource of the network device;
• process the configuration data, with the resource allocation model, to identify the resource of the network device from a particular resource of the network device that is currently allocated to traffic associated with a second endpoint device;
• allocate the particular resource of the network device from the traffic associated with the second endpoint device to the traffic associated with the first endpoint device,
• wherein the particular resource of the network device is allocated to the traffic associated with the first endpoint device based on an eviction scheme associated with the particular resource and comparing a maximum resource threshold with a resource subscription threshold of the respective resource subscription thresholds associated with the second endpoint device;
• and
• process the traffic associated with the first endpoint device with the particular resource to generate processed traffic;
• and
• perform one or more actions based on the processed traffic.

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

• one or more instructions that, when executed by one or more processors of a network device, cause the network device to:
• receive configuration data identifying resource subscription thresholds associated with a plurality of endpoint devices;
• receive traffic from the plurality of endpoint devices;
• process the traffic and the configuration data, with a resource allocation model, to determine that processing traffic associated with a first endpoint device requires allocating a resource of the network device;
• process the configuration data, with the resource allocation model, to identify the resource of the network device from a particular resource of the network device that is currently allocated to traffic associated with a second endpoint device;
• allocate the particular resource of the network device from the traffic associated with the second endpoint device to the traffic associated with the first endpoint device,
• wherein the particular resource of the network device is allocated to the traffic associated with the first endpoint device based on comparing a maximum resource threshold with a resource subscription threshold of the resource subscription thresholds associated with the second endpoint device;
• and
• process the traffic associated with the first endpoint device with the particular resource to generate processed traffic.