Question: Develop an algorithm that finds the k th smallest element of a sequence that is presented to you one element at a time in an

Develop an algorithm that finds the k th smallest element of a sequence that is presented to you one element at a time in an order you cannot control. You have only space O(k) available. This models a situation where voluminous data arrives over a network or at a sensor. (a)Refine your algorithm so that it achieves a running time O(nlogk). (b) Refine the algo- rithm and its analysis further so that your algorithm runs in average-case time O(n) if k = O(n/logn). Here, average means that all orders of the elements in the input sequence are equally likely.

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