
Worked on the parthenon-hpc-lab/parthenon repository to deliver performance optimizations for particle buffer handling, focusing on improving throughput and scalability in particle processing and rendering. Refactored buffer packing functions to reduce reliance on atomic operations by consolidating buffer sizing into the load buffer function and replacing atomic_fetch_add with a sort-and-discontinuity check for particle indexing. Optimized example particle sourcing by minimizing transcendental function calls, resulting in more efficient computation. Utilized C++, Kokkos, and parallel computing techniques to streamline code paths, reduce atomic contention, and enhance maintainability, directly addressing performance bottlenecks for large particle counts in high-performance computing environments.
For 2024-11, key feature delivered: Particle Buffer Handling Performance Optimizations in parthenon; refactors to reduce atomic operations by consolidating buffer packing, consolidating buffer sizing into the load buffer function, and replacing atomic_fetch_add with a sort-and-discontinuity check for particle indexing. Also optimized particle sourcing in an example by reducing transcendental function calls, resulting in more efficient particle processing and rendering. Major bugs fixed: None reported this month. Overall impact and accomplishments: Improved throughput and scalability for particle processing, reduced atomic contention, and streamlined code paths that directly enhance rendering performance for large particle counts. Demonstrated technologies/skills: C++ refactoring, performance optimization, atomic operations management, sorting-based indexing, discontinuity checks, and maintainability improvements. Notable commit: b5364b7e2777fff9850b1c2823ccd136d0ad4c0b (Consolidate buffer packing functions with less atomics, #1199).
For 2024-11, key feature delivered: Particle Buffer Handling Performance Optimizations in parthenon; refactors to reduce atomic operations by consolidating buffer packing, consolidating buffer sizing into the load buffer function, and replacing atomic_fetch_add with a sort-and-discontinuity check for particle indexing. Also optimized particle sourcing in an example by reducing transcendental function calls, resulting in more efficient particle processing and rendering. Major bugs fixed: None reported this month. Overall impact and accomplishments: Improved throughput and scalability for particle processing, reduced atomic contention, and streamlined code paths that directly enhance rendering performance for large particle counts. Demonstrated technologies/skills: C++ refactoring, performance optimization, atomic operations management, sorting-based indexing, discontinuity checks, and maintainability improvements. Notable commit: b5364b7e2777fff9850b1c2823ccd136d0ad4c0b (Consolidate buffer packing functions with less atomics, #1199).

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