The traditional requirement for a randomized streaming algorithm is just one-shot, i.e., algorithm should be correct (within the stated ε-error bound) at the end of the stream. In this paper, we study the tracking problem, where the output should be correct at all times. The standard approach for solving the tracking problem is to run O(logm) independent instances of the one-shot algorithm and ...
