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Sequence alignment is a fundamentally memory bound computation whose performance in modern systems is limited by the memory bandwidth bottleneck. Processing-in-memory architectures alleviate this bottleneck by providing the memory with computing competencies. We propose Alignment-in-Memory (AIM), a framework for high-throughput sequence alignment using processing-in-memory, and evaluate it on UPMEM, the first publicly-available general-purpose programmable processing-in-memory system.
Read Mapping, Processing-in-Memory, Wavefront ALignment, Sequence Analysis
Read Mapping, Processing-in-Memory, Wavefront ALignment, Sequence Analysis
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