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Lingkai Dong

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Lingkai Dong

During February 2026, Lingkai Dong contributed to the IBM/velox repository by implementing an Arm NEON SIMD optimization for the toBitMask() function within the hash table path. This work focused on accelerating boolean mask computations on ARM platforms by integrating NEON-accelerated logic into the existing C++ codebase and optimizing the VectorHasher component for improved throughput. Lingkai’s approach leveraged advanced SIMD programming and performance optimization techniques, resulting in measurable gains for ARM-based workloads. The changes were thoroughly documented and reviewed, demonstrating a deep understanding of both low-level hardware capabilities and high-level software integration within a complex, production-grade C++ project.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
64
Activity Months1

Work History

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 (IBM/velox): Delivered a high-impact performance optimization by enabling Arm NEON SIMD for toBitMask() in the hash table path, boosting boolean mask computations and overall throughput on ARM platforms. The work focused on integrating NEON-accelerated toBitMask() and optimizing VectorHasher usage, with a clear path to broader ARM coverage in future work.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance100.0%
AI Usage40.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++ developmentSIMD programmingperformance optimization

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

IBM/velox

Feb 2026 Feb 2026
1 Month active

Languages Used

C++

Technical Skills

C++ developmentSIMD programmingperformance optimization