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Smart Inlining: Splitting the Difference for Functional Program Optimization
The Hong Kong University of Science and Technology Department of Computer Science and Engineering MPhil Thesis Defence Title: "Smart Inlining: Splitting the Difference for Functional Program Optimization" By Mr. Ruqing YANG Abstract: We propose a novel approach to perform smart inlining without requiring any prior statistics on program runtime characteristics. This method abandons the traditional all-or-nothing inlining principle, allowing for the reliable inlining of function parts while maintaining code sharing and reducing running time. To achieve this, we use a technique called function splitting, which divides functions into reusable and independent components. This enables us to operate on each component independently, thus avoiding the need to inline the entire function. We implement our approach in hkmc2, a compiler for the MLscript language. We evaluate our approach using benchmarks from the Lean4, Koka, and Nofib benchmark suites. This evaluation shows performance improvement on benchmarks with existing optimizable code patterns. However, we also observed performance regression on specific benchmarks, indicating room for improvement in our implementation. Date: Monday, 14 July 2025 Time: 2:00pm - 4:00pm Venue: Room 5501 Lifts 25/26 Chairman: Dr. Shuai WANG Committee Members: Dr. Lionel PARREAUX (Supervisor) Prof. Shing-Chi CHEUNG