A Cell Probe Lower Bound for the Predecessor Search Problem in PRAM
Peyman Afshani, Nodari Sitchinava
Abstract
We study the predecessor search problem in the classical PRAM model of computation. In this problem, the input is a set of n ℓ-bit integers and the goal is to store the input in a data structure of size S(n) such that given a query value q, the predecessor of q can be found efficiently. This is a very classical problem with an extensive history.
We prove a lower bound for this problem in the strongest CRCW PRAM model. A simplified version of the lower bound states that in a K-processor PRAM model with O(log n)-bit registers, the query requires Ω(log K log n) worst-case time under the realistic setting where the space is near-linear.
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