The invention discloses a multicast service processing method and device, a cloud platform, equipment and a readable storage medium. The method disclosed by the invention comprises the following steps: receiving network messages in parallel through a plurality of virtual network card queues; and if the network message belongs to the multicast service, using the plurality of virtual CPUs to processthe network message in parallel, and transmitting the processed network message according to the OpenFlow flow table, so as to improve the processing efficiency of the multicast service, wherein thevirtual network card queues are in one-to-one correspondence with the virtual CPUs, the physical CPUs corresponding to the plurality of virtual CPUs belong to the same NUMA domain. The physical CPUs belonging to the same NUMA domain access the same memory area, that is, a plurality of virtual CPUs access the same memory area without cross-domain access, so that access delay can be avoided, and high-performance multicast is realized. Correspondingly, the multicast service processing device, the cloud platform, the equipment and the readable storage medium provided by the invention also have theabove technical effects.