Memory Access Pattern Profiling for Streaming Applications Based on MATLAB Models
2018 28th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS)(2018)
摘要
In order to cope with the problems caused by the Data Deluge, for application-specific architectures it is important to design the system in such a way that the processing and memory subsystems are geared to each other. Especially for systems that need to fulfill high data throughput demands, there is a high risk, that otherwise there will be high degradation of the overall system performance caused by memory accesses. However especially for application-specific designs, it is possible to create a tailored memory subsystem by profiling the applications memory access patterns beforehand and then incorporating the information during the system design. For this purpose we present a data access pattern profiling framework, which can provide detailed information about an applications memory access patterns based on a MATLAB model of the application.
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关键词
application-specific designs,applications memory access patterns,Matlab model,streaming applications,high data throughput demands,high data throughput demands,system performance,memory subsystems,application-specific architectures,Data Deluge,memory access pattern profiling,data access pattern profiling framework,system design
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