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20242026
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cs.DB2026

Over the Memory Wall, Into the Instruction Wall: The New Bottleneck in GPU Data Processing

Sven Hepkema, Bowen Wu, Christos Kozyrakis +2

Datacenter GPUs have seen an order-of-magnitude increase in memory bandwidth with the adoption of newer generations of HBM. Meanwhile, GPU database systems are gaining traction, ma…