Most all of Hashtable's methods are synchronized to make them (mostly) thread-safe. If you don't need thread-safety (or need finer-grained control), HashMap is your friend.
Java 1.5 also added ConcurrentHashMap (or some similar name) that I believe allows multiple readers simultaneously.