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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Akihiro Hayashi

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Book Open access Jul 2026

Performance Analysis of Conveyors: Memory Dominates?

This paper presents the first systematic study showing that memory contention, not network bandwidth, is the dominant bottleneck in message aggregation runtimes, and advocates for dedicated near-memory subsystems to improve the scalability and performance of message aggregation runtimes.

Shubhendra Pal Singhal, Aaron Welch, Oscar Hernandez et al. · 0 citations

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