Detecting Uninitialized Memory References via Pre-initialized Value Comparison

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Solution Overview

Problem

Debuggers fail to detect uninitialized memory references in multithreaded programs due to timing window issues, particularly in weakly consistent systems, where the load instruction may occur before the store instruction is initialized, leading to missed detection of uninitialized memory references.

Innovation Solution

A method that identifies a pre-initialized value of a memory location and compares it with the load value, indicating an uninitialized memory reference if they match, and uses instrumentation code to create records for store and load instructions, combining these records to detect delayed uninitialized memory references across threads.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If debuggers use traditional timing-based detection methods, then detection speed is maintained, but detection accuracy deteriorates due to timing window issues in multithreaded programs

Engineering Contradiction:
Improvedetection accuracyVSAvoiddetection mechanism complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent applies preliminary action by recording memory initialization information (pre-initialized values) before the actual memory access occurs. The debugger records the initial values of memory locations when they are first initialized, then compares these recorded values against subsequent load values to detect uninitialized memory references. This pre-recording approach eliminates timing window issues because the reference value is captured before any potential race conditions can occur.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent uses copying by creating a duplicate record of the pre-initialized memory value and storing it for later comparison. Instead of directly comparing memory states at runtime, the system copies the initial value into a record structure that can be systematically compared against load instructions. This copying mechanism allows accurate detection without requiring complex real-time synchronization.

Inventive Principle:
Principle #26Copying

2Reliability

If debuggers instrument all memory access instructions, then detection coverage is improved, but overhead and performance deterioration increase

Engineering Contradiction:
Improvedetection coverageVSAvoidprogram execution speed
Core Design Contradiction:
ReliabilityVSProductivity

Solution Approach 1:

The patent extracts only the critical information needed for detection - specifically the pre-initialized values of memory locations - and separates this recording phase from the detection phase. By extracting only the essential initialization data and storing it for later comparison, the system avoids the overhead of instrumenting every memory access while maintaining comprehensive detection coverage for uninitialized references.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The detection work is performed in advance by recording initialization values before execution proceeds. This preliminary recording eliminates the need for complex real-time analysis during program execution, thereby maintaining high detection coverage while minimizing performance overhead during the actual running of the program.

Inventive Principle:
Principle #10Preliminary action

3Measurement precision

If debuggers compare memory values at every load instruction, then detection accuracy is maintained, but processing time and resource consumption increase

Engineering Contradiction:
Improveuninitialized reference detection accuracyVSAvoiddetection processing time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The system performs the comparison work in advance by recording the pre-initialized values during program setup or initialization phases. These recorded values are then directly compared against load values without requiring complex real-time analysis, thereby maintaining high detection accuracy while minimizing processing time during actual program execution.

Inventive Principle:
Principle #10Preliminary action

Data Source

PatentUS10169195B2Detecting uninitialized memory references
Publication Date: 2019.01.01 INTERNATIONAL BUSINESS MACHINE CORPORATION
  • US10169195B2 patent drawing
  • US10169195B2 patent drawing
  • US10169195B2 patent drawing

AI summary

A pre-initialized value of contents of a memory location is identified. A load value of contents loaded from the memory location by execution of a first instruction that loads from the memory location is also identified. A comparison is made between the load value and the pre-initialized value. Based on the comparison, a determination is made that the load value and the pre-initialized value are the same. In response to this determination, it is indicated that the first instruction contains an uninitialized memory reference.