
Azamat contributed to the E3SM-Project/E3SM repository by engineering robust build systems and optimizing high-performance computing workflows for climate modeling. He improved cross-platform compatibility and resource management by refining CMake-based build configurations, enhancing MPI and GPU task binding, and modernizing Python and Fortran environments. His work addressed compiler integration, job scheduling, and test automation, resulting in more reliable deployments and scalable scientific simulations. Azamat’s technical approach emphasized maintainability and reproducibility, with careful code refactoring and environment management. Using C++, Python, and shell scripting, he delivered solutions that stabilized CI pipelines, reduced build errors, and improved performance across diverse HPC platforms.

February 2026 — Focused on aligning E3SM with Polaris project administration and improving job scheduling reliability. Key changes delivered include updating the E3SMinput project to reflect the new Polaris name and charge account for accurate tracking and billing, and optimizing batch scheduling by migrating from jobmin to nodemin to stabilize job throughput. These changes improve cost allocation, visibility, and resource utilization, with clear traceability to commits.
February 2026 — Focused on aligning E3SM with Polaris project administration and improving job scheduling reliability. Key changes delivered include updating the E3SMinput project to reflect the new Polaris name and charge account for accurate tracking and billing, and optimizing batch scheduling by migrating from jobmin to nodemin to stabilize job throughput. These changes improve cost allocation, visibility, and resource utilization, with clear traceability to commits.
January 2026 (2026-01) monthly summary for E3SM project: Delivered targeted performance and compatibility improvements across GPU and HPC environments, and reinforced testing coverage for PM-GPU configurations. Key work centered on MPI task binding for optimized GPU resource usage, comprehensive hardware/toolchain upgrades, and rapid bug remediation to stabilize parallel execution. Commit activity highlights a steady sequence of improvements across bindings, CUDA/oneAPI/MKL/toolchain updates, and testing enhancements.
January 2026 (2026-01) monthly summary for E3SM project: Delivered targeted performance and compatibility improvements across GPU and HPC environments, and reinforced testing coverage for PM-GPU configurations. Key work centered on MPI task binding for optimized GPU resource usage, comprehensive hardware/toolchain upgrades, and rapid bug remediation to stabilize parallel execution. Commit activity highlights a steady sequence of improvements across bindings, CUDA/oneAPI/MKL/toolchain updates, and testing enhancements.
December 2025 monthly summary for E3SM focused on infrastructure and performance improvements to enable reliable cross-machine testing and more efficient GPU resource utilization. Delivered two key features: (1) DevOps and Testing Infrastructure Enhancements to improve test framework reliability and maintainability, including default machine-specific XML-based performance-count configurations and relocation of the GPU affinity script to a dedicated directory; and (2) GPU-Aware MPI Task Binding and Resource Allocation to optimize GPU usage by conditionally binding MPI tasks to GPUs when 64+ MPI processes per node are present. No separate customer-facing feature release this month; efforts were aimed at strengthening CI reliability, performance, and maintainability for scalable GPU-backed workloads.
December 2025 monthly summary for E3SM focused on infrastructure and performance improvements to enable reliable cross-machine testing and more efficient GPU resource utilization. Delivered two key features: (1) DevOps and Testing Infrastructure Enhancements to improve test framework reliability and maintainability, including default machine-specific XML-based performance-count configurations and relocation of the GPU affinity script to a dedicated directory; and (2) GPU-Aware MPI Task Binding and Resource Allocation to optimize GPU usage by conditionally binding MPI tasks to GPUs when 64+ MPI processes per node are present. No separate customer-facing feature release this month; efforts were aimed at strengthening CI reliability, performance, and maintainability for scalable GPU-backed workloads.
November 2025 monthly summary for E3SM project focused on stabilizing the theta-l_kokkos limiter by addressing a race condition. Delivered a critical bug fix that removes profiling calls and ensures proper synchronization with team barriers, preventing read-after-write hazards. No new features released this month; all efforts targeted reliability, correctness, and stability of the limiter path in large-scale simulations.
November 2025 monthly summary for E3SM project focused on stabilizing the theta-l_kokkos limiter by addressing a race condition. Delivered a critical bug fix that removes profiling calls and ensures proper synchronization with team barriers, preventing read-after-write hazards. No new features released this month; all efforts targeted reliability, correctness, and stability of the limiter path in large-scale simulations.
October 2025 monthly summary for the E3SM project highlighting feature delivery, bug fixes, and impact on code health, CI reliability, and test reproducibility. Focused on streamlining the evaluation subsystem, stabilizing OneAPI builds, and improving test isolation across major suites to accelerate iteration toward releases.
October 2025 monthly summary for the E3SM project highlighting feature delivery, bug fixes, and impact on code health, CI reliability, and test reproducibility. Focused on streamlining the evaluation subsystem, stabilizing OneAPI builds, and improving test isolation across major suites to accelerate iteration toward releases.
September 2025 monthly summary for E3SM (repository: E3SM-Project/E3SM). Focused on delivering HPC build and environment improvements, stabilizing tests, and upgrading compiler/toolchain support to accelerate scientific workloads on NVIDIA Polaris/Aurora and related systems. Emphasis on business value: improved hardware compatibility, reduced maintenance, and more reliable, scalable builds.
September 2025 monthly summary for E3SM (repository: E3SM-Project/E3SM). Focused on delivering HPC build and environment improvements, stabilizing tests, and upgrading compiler/toolchain support to accelerate scientific workloads on NVIDIA Polaris/Aurora and related systems. Emphasis on business value: improved hardware compatibility, reduced maintenance, and more reliable, scalable builds.
Month: 2025-08 — Delivered a critical fix to the MPAS Sea Ice Core Interface to resolve an Internal Compiler Error observed when compiling with the oneAPI compiler. By modularizing the interface (splitting mpas_seaice_core_interface.F into mpas_seaice_core_interface.F and mpas_seaice_core_interface_structs.F), the codebase becomes more maintainable and the build process more stable, reducing CI failures and accelerating downstream development for climate simulations. The change is committed under fe0de1b8f629e9c06702716aee55991d47a66b8f with message "Split large mpas-si file to prevent ICE with oneapi compiler".
Month: 2025-08 — Delivered a critical fix to the MPAS Sea Ice Core Interface to resolve an Internal Compiler Error observed when compiling with the oneAPI compiler. By modularizing the interface (splitting mpas_seaice_core_interface.F into mpas_seaice_core_interface.F and mpas_seaice_core_interface_structs.F), the codebase becomes more maintainable and the build process more stable, reducing CI failures and accelerating downstream development for climate simulations. The change is committed under fe0de1b8f629e9c06702716aee55991d47a66b8f with message "Split large mpas-si file to prevent ICE with oneapi compiler".
June 2025 monthly summary for E3SM project highlighting key features delivered, major bug fixes, and overall impact. Focused on reliability across Aurora and Polaris, robust test configurations, and GPU/CPU compatibility improvements.
June 2025 monthly summary for E3SM project highlighting key features delivered, major bug fixes, and overall impact. Focused on reliability across Aurora and Polaris, robust test configurations, and GPU/CPU compatibility improvements.
May 2025 performance summary for the E3SM project focused on build-system modernization, HPC test configuration, and environment hardening to improve reliability, performance, and developer productivity across HPC platforms.
May 2025 performance summary for the E3SM project focused on build-system modernization, HPC test configuration, and environment hardening to improve reliability, performance, and developer productivity across HPC platforms.
April 2025 performance and stability focus for the E3SM project. Delivered five items that improve stability, performance, and maintainability, with clear ownership and traceability via commit references. Key features delivered: - Resource management and GPU binding enhancements: consolidated resource management, corrected MPI setup for Aurora, removal of duplicate Batch Job Controller PEs, avoidance of system-reserved cores, explicit GPU and memory binding, and an increased per-task GPU thread limit to improve stability and performance. Commits: fa4b8ae89ba065ebb72d5cd4d2cc5bc240d34ed2; 330016ea985f3cc20f74569e57d9e90e2164c11d; 9731d28609e561dba627a30228a886c3137883ab - Build system and compiler compatibility updates: fixed build failures with newer compilers by removing deprecated SYCL flags and ensuring compatibility. Commits: 67e2bbdefd8c057a7275c5a4e8f70fc6e1bfa4af; f7bc3fa622b0edde18512dadf3aaa81b0e946586 - Testing configuration simplification for testmods: removed explicit JOB_WALLCLOCK_TIME; allow system to determine wall-clock time for test mods (lulcc_sville) in elm config. Commit: 7d8f12fae581b722daa5c83c69debe6404330397 - LND initialization race condition fix under multi-threading: addressed race condition in Fortran writes during LND init by wrapping elm_ptrs_check in an OpenMP critical section to ensure data integrity. Commit: 05b03dde33542b7b6e2a8f14b6c96d48a9fe082c - Codebase cleanup and reformatting: removed unused files/directories and reformatted code to improve readability and maintainability. Commit: b4a6dc1cf12cf66be5bbfb3461f3544bc9119c8a
April 2025 performance and stability focus for the E3SM project. Delivered five items that improve stability, performance, and maintainability, with clear ownership and traceability via commit references. Key features delivered: - Resource management and GPU binding enhancements: consolidated resource management, corrected MPI setup for Aurora, removal of duplicate Batch Job Controller PEs, avoidance of system-reserved cores, explicit GPU and memory binding, and an increased per-task GPU thread limit to improve stability and performance. Commits: fa4b8ae89ba065ebb72d5cd4d2cc5bc240d34ed2; 330016ea985f3cc20f74569e57d9e90e2164c11d; 9731d28609e561dba627a30228a886c3137883ab - Build system and compiler compatibility updates: fixed build failures with newer compilers by removing deprecated SYCL flags and ensuring compatibility. Commits: 67e2bbdefd8c057a7275c5a4e8f70fc6e1bfa4af; f7bc3fa622b0edde18512dadf3aaa81b0e946586 - Testing configuration simplification for testmods: removed explicit JOB_WALLCLOCK_TIME; allow system to determine wall-clock time for test mods (lulcc_sville) in elm config. Commit: 7d8f12fae581b722daa5c83c69debe6404330397 - LND initialization race condition fix under multi-threading: addressed race condition in Fortran writes during LND init by wrapping elm_ptrs_check in an OpenMP critical section to ensure data integrity. Commit: 05b03dde33542b7b6e2a8f14b6c96d48a9fe082c - Codebase cleanup and reformatting: removed unused files/directories and reformatted code to improve readability and maintainability. Commit: b4a6dc1cf12cf66be5bbfb3461f3544bc9119c8a
March 2025 (2025-03) – Consolidated HPC runtime optimization, scaling experiments, and ops improvements for E3SM on Polaris/Aurora and Ne4/Ne30 configurations. Key features delivered: (1) HPC runtime configuration and performance optimization across Polaris/Aurora—CPU affinity, OpenMP thread binding, MPI/process layout tweaks, hyper-threading policy, and build-system refinements to improve execution reliability and throughput; (2) Ne4/Ne30 scaling experiments and test configurations—Ne4 single-node run, Ne4 LND on 12 tasks, and Ne30 on 2 nodes to explore resource scaling and testing scenarios; (3) System cleanup and monitoring/config improvements—code tidy-ups, routing/monitoring tweaks, and more readable identifiers to improve ops workflows; (4) Build-system hygiene—cmake cleanup and ensuring release flags are consistently applied. Overall impact: more reliable HPC runs, improved throughput, and clearer observability for capacity planning and future optimizations. Technologies/skills demonstrated: CPU affinity and OpenMP threading, MPI/config tuning, Kokkos-related machine-config updates, CMake/build-system hygiene, PBSPro normalization, and enhanced logging/monitoring for ops.
March 2025 (2025-03) – Consolidated HPC runtime optimization, scaling experiments, and ops improvements for E3SM on Polaris/Aurora and Ne4/Ne30 configurations. Key features delivered: (1) HPC runtime configuration and performance optimization across Polaris/Aurora—CPU affinity, OpenMP thread binding, MPI/process layout tweaks, hyper-threading policy, and build-system refinements to improve execution reliability and throughput; (2) Ne4/Ne30 scaling experiments and test configurations—Ne4 single-node run, Ne4 LND on 12 tasks, and Ne30 on 2 nodes to explore resource scaling and testing scenarios; (3) System cleanup and monitoring/config improvements—code tidy-ups, routing/monitoring tweaks, and more readable identifiers to improve ops workflows; (4) Build-system hygiene—cmake cleanup and ensuring release flags are consistently applied. Overall impact: more reliable HPC runs, improved throughput, and clearer observability for capacity planning and future optimizations. Technologies/skills demonstrated: CPU affinity and OpenMP threading, MPI/config tuning, Kokkos-related machine-config updates, CMake/build-system hygiene, PBSPro normalization, and enhanced logging/monitoring for ops.
February 2025 (Month: 2025-02) focused on stabilizing the Python software environment and modernizing the Polaris/EAMXX build/test/runtime stack for E3SM, enabling more reliable, scalable deployments across leading HPC platforms. Key outcomes include stabilizing Python across Anvil, Chrysalis, and Aurora; updating Python versions and dependencies; resolving module conflicts and enhancing error tracing; and upgrading the build/test/runtime infrastructure for EAMXX/Polaris with new CMake material, CUDA options, MPI/test configurations, and robust environment/module management. These changes reduce environment-related failures, shorten test cycles, and improve performance and reliability for research on Polaris and related systems. All changes were validated with environment checks and representative tests to ensure smooth researcher workflow and production-grade deployments.
February 2025 (Month: 2025-02) focused on stabilizing the Python software environment and modernizing the Polaris/EAMXX build/test/runtime stack for E3SM, enabling more reliable, scalable deployments across leading HPC platforms. Key outcomes include stabilizing Python across Anvil, Chrysalis, and Aurora; updating Python versions and dependencies; resolving module conflicts and enhancing error tracing; and upgrading the build/test/runtime infrastructure for EAMXX/Polaris with new CMake material, CUDA options, MPI/test configurations, and robust environment/module management. These changes reduce environment-related failures, shorten test cycles, and improve performance and reliability for research on Polaris and related systems. All changes were validated with environment checks and representative tests to ensure smooth researcher workflow and production-grade deployments.
January 2025 monthly summary highlighting key features delivered, major bugs fixed, overall impact, and technologies demonstrated for E3SM (E3SM-Project/E3SM). Focus on business value and technical achievements with explicit commits referenced.
January 2025 monthly summary highlighting key features delivered, major bugs fixed, overall impact, and technologies demonstrated for E3SM (E3SM-Project/E3SM). Focus on business value and technical achievements with explicit commits referenced.
December 2024 monthly summary for E3SM (E3SM repository). Focused on codebase clarity and build configuration cleanup to improve maintainability and reduce build errors in SYCL-enabled paths. Delivered two changes with commits that rename PE-layouts and centralize SYCL linker flags.
December 2024 monthly summary for E3SM (E3SM repository). Focused on codebase clarity and build configuration cleanup to improve maintainability and reduce build errors in SYCL-enabled paths. Delivered two changes with commits that rename PE-layouts and centralize SYCL linker flags.
Concise monthly summary for 2024-11 focusing on the E3SM project improvements including a critical SYCL backend flag linking fix for oneapi-ifxgpu and associated CMake updates. Emphasize business value and cross-functional collaboration, performance and build reliability, and future-proofing for SYCL runs.
Concise monthly summary for 2024-11 focusing on the E3SM project improvements including a critical SYCL backend flag linking fix for oneapi-ifxgpu and associated CMake updates. Emphasize business value and cross-functional collaboration, performance and build reliability, and future-proofing for SYCL runs.
October 2024: Implemented PE configuration optimization for NARRM on Anvil and production workflows on Improv within the E3SM project. Key changes include updated Process Element (PE) definitions, refined layouts, and adjusted node counts with sypd estimates for Small, SMedium, and Medium workloads on Anvil. On Improv, added e3sm_prod PE configurations to support production runs on the maint-3.0 branch.
October 2024: Implemented PE configuration optimization for NARRM on Anvil and production workflows on Improv within the E3SM project. Key changes include updated Process Element (PE) definitions, refined layouts, and adjusted node counts with sypd estimates for Small, SMedium, and Medium workloads on Anvil. On Improv, added e3sm_prod PE configurations to support production runs on the maint-3.0 branch.
Month: 2024-09 — Focused on enhancing HPC environment compatibility and cross-system usability for E3SM. Delivered two critical improvements that streamline Cray/GNU builds and module management on ALCF Polaris, reducing deployment friction and improving performance on Cray systems. This work lays groundwork for more stable, portable runs across HPC platforms and supports faster iteration cycles for scientific experiments.
Month: 2024-09 — Focused on enhancing HPC environment compatibility and cross-system usability for E3SM. Delivered two critical improvements that streamline Cray/GNU builds and module management on ALCF Polaris, reducing deployment friction and improving performance on Cray systems. This work lays groundwork for more stable, portable runs across HPC platforms and supports faster iteration cycles for scientific experiments.
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