Counting sort is a non-comparative, integer sorting algorithm that operates by counting the occurrences of each unique element in the input, determining the position of each element in the sorted output. It is particularly efficient for sorting integers within a known, limited range, with a time complexity of O(n + k), where n is the number of elements to sort and k is the range of the input values.