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A Hashtable is one implementation of that interface, for the "old" days when it was thought that having everything synchronized is a good idea (ref. Vector). It offers "kind of" thread-safety, if you know what you are doing. If you are serious about a map which can be used from multiple threads you should absolutely check out the ConcurrentHashMap and ConcurrentSkipListMap.
A HashMap is almost the same as a Hashtable, but with the synchronization removed. It's the preferred general-purpose Map implementation.
HashSet does not allow duplicate values. It provides add method rather put method. You also use its contain method to check whether the object is already available in HashSet. HashSet can be used where you want to maintain a unique list.
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