The Dataflow Abstract Machine Simulator Framework

The growing interest in novel dataflow architectures and streaming execution paradigms has created the need for a simulator optimized for modeling dataflow systems. To fill this need, we present three new techniques that make it feasible to simulate complex systems consisting of thousands of compone...

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Veröffentlicht in:	2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) S. 532 - 547
Hauptverfasser:	Zhang, Nathan, Lacouture, Rubens, Sohn, Gina, Mure, Paul, Zhang, Qizheng, Kjolstad, Fredrik, Olukotun, Kunle
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 29.06.2024
Schlagworte:	Dams Dataflow Accelerators Large language models Machine learning Machine learning algorithms Memory management Modeling Parallel Discrete Event Simulation Parallel processing Tensors
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