How about Particle.publish("StartTime", String(startTime), PRIVATE);
this would also line up with the docs
https://docs.particle.io/reference/device-os/firmware/photon/#particle-publish-
MY_DEVICES
would be the scope for Particle.subscribe()
The opposite scope would be PUBLIC
for publishing and ALL_DEVICES
for subscribing.