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Editorial Team
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Editorial Team
Asked: May 18, 20262026-05-18T01:22:25+00:00 2026-05-18T01:22:25+00:00

Our development team has 14 small applications deployed to Tomcat 5.5 currently (moving to

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Our development team has 14 small applications deployed to Tomcat 5.5 currently (moving to 6.0 shortly). I say small because the number of users for each app is low. I’m wondering what performance metrics and indicators I should be looking at to decide when it is time to introduce an additional application server.

Aside from memory usage and CPU utilization, what should I look out for? How do I know when it’s time to scale up or out?

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  1. Editorial Team
    Editorial Team
    2026-05-18T01:22:26+00:00Added an answer on May 18, 2026 at 1:22 am

    I would be monitoring:

    • average HTTP response times
    • output of iostat (or whatever counterpart on Windows if you’re running Win)
    • network saturation
    • possible thread deadlocks (not sure how multithreaded your app is)
    • database load, if there is one

    Generally it is hard to advise when to scale up/out, each situation is different. But it is always worth to have a plan – in case if your customer base will double in the next few months.

    Scaling up is usually cheaper (to a point). I recommend this site for scalability-related stuff.

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