Embodiments of the invention relate to scaled-out and distributed network packet processors and switch central cores. One embodiment relates to a system including multiple central core processing devices, wherein each central core processing device includes: a virtual central core interface for establishing scaled-out and distributed virtual communication connections with the central core processing devices and a packet processor interface manager connected with multiple packet processing interfaces. Multiple packet processors each include: a packet processor thread manager for managing and processing packets received by central core processing devices and multiple central core processing interfaces for providing connectivity between the packet processors and the plurality of central core processing devices. The packet processing interfaces and the central core processing interfaces provide scaled-out and distributed connectivity of the packet processors to one or more central core processing devices.