I want to calculate the time difference between the time from sending the packet, to getting its ACK back. I do not see any timestamp related information in the packet, could anyone give me any pointers as to how I can compute the difference.
In Wireshark Preferences / Appearance / Columns you can add a new column of type Delta time. With this new column and wise capture filtering you should be able to do what you want.