Evaluation of Baseline Methods for IDD-based SSD External Memory Search
This paper systematically evaluates simple baseline approaches for using external memory (like SSDs) to solve difficult search problems, specifically focusing on the performance of immediate duplicate detection (IDD) methods.
Abstract
More Like ThisMany difficult search problems cannot be solved by algorithms such as A* using only RAM. Search algorithms which use external memory such as SSDs and HDDs with much higher capacity than RAM have been proposed in previous work, but previous work has focused on delayed duplicate detection approaches, as well as complex immediate duplicate detection (IDD) methods, and relatively simple methods for IDD have not been systematically studied. In addition, the effect of OS-level mechanisms for managing and speeding up accesses to external memory, such as page caches, has not been studied. This paper addresses these gaps in the literature by evaluating and analyzing the performance of simple baseline approaches for IDD-based A*.