We show that any deterministic data-stream algorithm that makes a constant number of passes over the input and gives a constant factor approximation of the length of the longest increasing subsequence in a sequence of length $n$ must use space $\Omega(\sqrt{n})$. This proves a conjecture made by Gopalan, Jayram, Krauthgamer and Kumar. Our results yield asymptotically tight lower bounds for all approximation factors. Our proof is based on analyzing a related communication problem and proving a direct sum type property for it.