[rprasad]

alpb, check your plugins. With WP SuperCache running you should be able to easily handle thousands of concurrent visitors, even on a virtual server or shared hosting accounting.

Unfortunately, some of the plugins that ship with WP by default (i.e., some of the comments plugins) do not work well with caching; you have to swap them out for third-party equivalents that are designed with caching in mind.