Thank you all for the feedback
I suppose the cracks are due to low air pressure on the tire. I usually fill pressure of 50 psi for convenience (I weigh only 60 kg) while the recommended pressure is 55-75psi.
I think I will keep using it (with 55 psi) and keep an eye on the cracks.