Thanks all
After 13 hours the transaction was later comfirmed.
Cheers
Now, you can lock this thread already since you have already solved your concern.
The hash rate just dropped right after the block halving took effect. I don't know if it will continue to drop, If so we will be expecting a higher transaction fees, and when you set your transaction fee to minimum then that was the result what you just have experienced.