Hazelcast supports the memcached protocol natively
https://web.archive.org/web/20140601010929/http://hazelcast.org/docs/latest/manual/html-single/hazelcast-documentation.html
and thus is a modern alternative to memcached. You should try all the solutions to see what works best for you.