Need you to tell us the operating system.
Do you have antivirus live protection?
A war/jar file is actually a zip file - i.e., if you renamed a .war to a .zip, you can use a zip utility to view/unzip it.
During deployment, the war file is unzipped once into a designated folder. If you have live-protection, the antivirus utility might take some time to scan the new branch of directories created and slow down any access to them.
Many web app frameworks, like JSPs, create temporary files and your live-protection would get into action to scan them.
If this is your situation, you have to decide whether you wish to exclude your web-app from antivirus live-scanning.
Are you running Linux but your web directory is accessed using ntfs-3g? If so, check if the ntfs directory is compressed. ntfs-3g has problems accessing compressed ntfs files especially when multiple files are manipulated/created/uncompressed simultaneously. In the first place, unless there are some extremely valid reasons (which I can't see any), a web app directory should be a local partition in a format native to Linux.
Use wireshark to monitor the network activity. Find out if web apps are causing accesses to remote file systems. See if there are too many retransmits whenever the web apps are active. Excessive retransmits or requests for retransmits means the network pipeline has integrity problems. I am still trying to understand this issue myself - some network cards have buffering problems (as though buffer overflow) operating in Linux but not in Windows.
Wireshark is not difficult to use as long as you have an understanding of ip addresses, and you might wish to write awk, perl or python scripts to analyze the traffic. Personally, I would use SAS.