Wireshark Halp

Newb to using wireshark, and not a networking background dude. So soz ....

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I need to see if I can use Wireshark to look at traffic to a specific printer installed on a print server.

We'll say the names and IPs are:

App server: App01 10.10.10.1

Print Server: PRTSRV01 10.10.10.2

Printer: Printer1 10.10.10.3

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I'm seeing all the traffic currently from 10.10.10.1 to 10.10.10.2 and vice versa. Is there anyway to differentiate between the traffic and pull out the traffic to that one printer though? Again, the printer is installed on a Windows print server so we won't see the actual print server traffic to the printer itself. I'm just wondering if we can see a name or anything in the headers of any of this?