面向多处理器集群的协同仿真方法和计算机程序产品

By performing semantic-aware modeling and lifecycle simulation on cross-processor data streams, the problem of insufficient data semantics and lifecycle simulation in existing simulation frameworks is solved. This enables high-fidelity simulation of multi-processor collaborative reasoning processes, outputs accurate performance indicators, and supports system design and optimization.

CN121858409BActive Publication Date: 2026-07-17MOXIN ARTIFICIAL INTELLIGENCE TECH (SHENZHEN) CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
MOXIN ARTIFICIAL INTELLIGENCE TECH (SHENZHEN) CO LTD
Filing Date
2026-03-17
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing simulation frameworks lack fine-grained modeling of data semantics and lifecycle in multiprocessor systems, resulting in significant discrepancies between simulation results and actual performance, and failing to provide reliable guidance for system design.

Method used

By semantically aware modeling cross-processor data flows, the lifecycle behavior of data objects across multiple processors is simulated, including generation, sharing, failure, and reuse. This is combined with global event scheduling to manage timing relationships and integrates multi-level interconnection network transmission modeling and compression-decompression performance evaluation.

Benefits of technology

It achieves high-fidelity simulation of multi-processor collaborative inference process and outputs accurate performance indicators such as end-to-end latency, throughput, and processor utilization, providing a reliable basis for system design and optimization.

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Abstract

本申请提供了面向多处理器集群的协同仿真方法和计算机程序产品。一种面向多处理器集群的协同仿真方法包括:对跨处理器传输的数据流进行语义感知建模,以针对数据流中的每个数据对象标注语义属性;基于语义属性,仿真数据对象在多处理器之间的生命周期行为,生命周期行为包括生成、共享、失效、以及复用;以及通过全局事件调度来管理生命周期行为中各行为的时序关系,其中,仿真根据输入的多处理器推理任务描述执行,并且输出性能指标。
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