"mem usage is over 400M", do you mean Tomcat mem size? If you don't give your
cache sizes enough room to grow you will choke the performance. You should
adjust your Tomcat settings to let the cache grow to at least 1GB or better
would be 2GB. You may also want to look into 
http://wiki.apache.org/solr/SolrCaching warming the cache  to make the first
time call a little faster. 

For comparison, I also have about 8GB in my index but only 2.8 million
documents. My search query times on a smaller box than you specify are 6533
milliseconds on an unwarmed (newly rebooted) instance. 
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