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1. Introduction
2. Related Work
3. Architecture
4. Implementation
5. Graph Construction
6. Performance
7. Applications
8. Evaluation
9. Future Work
10. Conclusion
borrowscope-runtime
: Technical White Paper
Runtime Instrumentation and Analysis of Rust's Ownership System
Author:
Mehmet Yalcinkaya, PhD
Senior Software Engineer
Date:
December 2025
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Table of Contents
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1. Introduction and Motivation
1.1 The Ownership Visibility Problem
1.2 Research Questions
1.3 Contributions
2. Related Work and Comparative Analysis
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3. System Architecture
3.1 Event-Sourced Design
3.2 Core Components
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4. Implementation Details
4.1 Zero-Cost Abstraction
4.2 Thread Safety
4.3 RAII Guards
4.4 Extended Tracking Categories
4.5 Tracking API Reference
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5. Ownership Graph Construction
5.1 Graph Model and Data Structures
5.2 Graph Construction Algorithm
5.3 Complex Ownership Patterns
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6. Performance Analysis
6.1 Test Environment and Methodology
6.2 Basic Tracking Overhead
6.3 Memory Usage Scaling
6.4 Complex Ownership Pattern Performance
6.5 Zero-Cost Abstraction Verification
6.6 Performance Summary and Recommendations
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7. Applications and Use Cases
7.1 Educational Applications
7.2 Development and Debugging Applications
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8. Evaluation and Validation
8.1 Development Status and Scope
8.2 Test Suite Architecture
8.3 Pattern Coverage Analysis
8.4 Validation Results and Findings
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9. Future Work and Extensions
9.1 BorrowScope Ecosystem Overview
9.2 Automatic Instrumentation
9.3 Advanced Graph Analysis
9.4 Command-Line Analysis
9.5 Interactive Visualization
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10. Conclusion
10.1 Key Contributions
10.2 Technical Achievements
10.3 Practical Impact and Applications
10.4 Foundation for Future Development
10.5 Broader Implications
10.6 Final Remarks
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