All the above answers have mentioned deleting the pod...but if you have many pods of the same service then it would be tedious to delete each one of them...
Therefore, I propose the following solution, restart:
1) Set scale to zero :
kubectl scale deployment <<name>> --replicas=0 -n service
The above command will terminate all your pods with the name <<name>>
2) To start the pod again, set the replicas to more than 0
kubectl scale deployment <<name>> --replicas=2 -n service
The above command will start your pods again with 2 replicas.