One important point that the author seems to have misunderstood is that Borg was the predecessor to the other two systems, not the successor. Borg went into production (running a bunch of websearch dedicated clusters) in late 2004, long before Mesos or Omega were around. Omega is/was an experimental replacement for Borg that was started much later, although I'm not sure how much production load it actually took over.