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NDMiner

Nishil Talati,Haojie Ye,Yichen Yang,Leul Belayneh,Kuan-Yu Chen,David Blaauw,Trevor Mudge,Ronald Dreslinski

Proceedings of the 49th Annual International Symposium on Computer Architecture（2022）

Cited 4|Views10
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Abstract
Graph Pattern Mining (GPM) algorithms mine structural patterns in graphs. The performance of GPM workloads is bottlenecked by control flow and memory stalls. This is because of data-dependent branches used in set intersection and difference operations that dominate the execution time.
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