Abstract: Methods, apparatus, systems and software for distributed microservices communication for real-time multi-view computer vision streaming applications. In one aspect, a method for producing immersive sports video content is provided. A plurality of video feeds from a plurality of physical cameras (PCams) installed in a stadium or venue are received at a data center, where the PCams have respective viewpoints directed toward at least one of a field or court in the stadium or venue and one or more players participating in a sport being played in the stadium or venue. The plurality of video feeds are processed in parallel at the data center using a plurality of distributed stateful and stateless processing services to generate a three-dimensional point cloud comprising a volumetric model including a plurality of voxels and process the plurality of voxels from each of a plurality of viewpoints associated with respective virtual cameras (VCams) to output video streams in real-time.