With few exceptions, shared hosting plans that support Java do so through a shared JVM, which means that you have no way of starting or stopping the JVM, and the same JVM is used to run the Java applications of all the hosting company's clients on the server. With a VPS plan, since you have access to your own (virtual) server, it is a given that you get full control over the JVM.
You can use your favorite search engine to find companies that offer VPS plans. Good luck and may your site become immensely popular.
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