SYSTEM AND METHOD FOR ALTERING MEMORY ACCESSES USING MACHINE LEARNING

摘要

A system and corresponding method alter memory accesses using machine learning. The system comprises a system controller coupled to a processing system that is coupled to a memory system. The system further comprises a learning system coupled to the system controller. The learning system identifies, via a machine learning process, variations on a manner for altering memory access of the memory system to meet at least one goal. The system controller applies the variations identified to the processing system. The machine learning process employs at least one monitored parameter to converge on a given variation of the variations identified and applied. The at least one monitored parameter is affected by the memory access. The given variation enables the at least one goal to be met, improving the processing system, such as by increasing throughput, reducing latency, reducing power consumption, reducing temperature, etc.