2021
DOI: 10.48550/arxiv.2104.10039
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GraphGuess: Approximate Graph Processing System with Adaptive Correction

Abstract: Graph-based data structures have drawn great attention in recent years. The large and rapidly growing trend on developing graph processing systems focus mostly on improving the performance by preprocessing the input graph and modifying its layout. These systems usually take several hours to days to complete processing a single graph on high-end machines, let alone the overhead of preprocessing which most of the time can be dominant. Yet for most of graph applications the exact answer is not always crucial, and… Show more

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