Prefetching Dependent Pointer Data in Memory Controllers
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Solution Overview
Problem
Data prefetching in systems with pointer dependence patterns is challenging due to the difficulty in predicting memory addresses, leading to increased memory latency and performance loss, as the processor cannot send the memory address of the next data load until it has processed the previous one.
Innovation Solution
The method involves detecting dependence relationships in program instructions and sending enhanced load requests to the memory controller, which includes instructions to process a first data object, identify the memory address of a dependent data object within it, and prefetch the dependent data object before it is needed by the processor.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If the processor waits to process the previous data load before sending the memory address of the next data load, then the program execution order is maintained, but memory latency increases and processor efficiency decreases
Solution Approach 1:
The patent applies preliminary action by having the memory controller prefetch the next data object before the processor has finished processing the current data object. The memory controller detects pointer dependence patterns, determines the memory address of the next data object, and sends a load request for the next data object before the processor issues its own load request. This allows the processor to execute instructions more efficiently by having data ready in advance, thereby reducing memory latency while maintaining correct program execution order through proper dependency tracking.
2Productivity
If the processor sends enhanced load requests to prefetch data objects, then memory latency is reduced and processor efficiency is improved, but device complexity increases
Solution Approach 1:
The patent applies the intermediary principle by introducing a memory controller as a mediator between the processor and memory. The memory controller receives program instructions from the processor, detects pointer dependence patterns, determines memory addresses of next data objects, and sends enhanced load requests to prefetch data. This intermediary approach allows the processor to maintain simple instruction execution while the memory controller handles the complex prefetching logic, thereby improving processor efficiency without significantly increasing overall system complexity.
3Measurement precision
If the system detects dependence relationships and identifies pointer patterns, then data prefetching accuracy is improved, but measurement and detection difficulty increases
Solution Approach 1:
The patent applies self-service by having the memory controller autonomously detect pointer dependence patterns and determine memory addresses without requiring explicit annotations or complex analysis from the processor. The memory controller monitors load requests, identifies when a load instruction references data from a previously loaded object, and automatically determines the memory address of the next data object to prefetch. This self-service approach improves prefetching accuracy while keeping the detection mechanism relatively simple and integrated into the memory controller's existing functionality.
Data Source
AI summary
A set of dependence relationships in a set of program instructions is detected by a processor. The set of dependence relationships comprises a first load instruction to load a first data object and a second load instruction to load a second data object from a second address that is provided by address data within the first data object. The processor identifies a number of dependence instances in the set of dependence relationships and determines that the number is over a pattern threshold. The processor sends an enhanced load request to a memory controller. The enhanced load request comprises instructions to load the first data object from a first address on a physical page, locate address data in the first data object based on a memory offset, load the second data object from a second address in the address data, and transmit the first and second data objects to the processor.


