The best replacement for message queue is shared memory.

The best alternatives to message queue are rated as following:
★★★★★  shared memory
★★★★★  web service
★★★★  socket
★★★★  service bus
★★★★  message broker
★★★★  pipe
★★★  message bus
★★  esb
★★  job queue
★★  publish subscribe
★  sockets
  fifo

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Google Trends

Scale is based on the average worldwide traffic of message queue in all years. Click on graph for more.
message queue
shared memory
web service