
Over three months, contributed to sapcc/nova and openstack-k8s-operators/architecture by delivering targeted backend and infrastructure enhancements. Developed a validated multi-guest GPU sharing architecture for OpenStack, enabling efficient NVIDIA Mdevs integration and resource provider mapping using Python and YAML. Improved CPU power management by restricting governor validation to online cores and adding dedicated tests, strengthening system reliability. Enhanced resource accounting in the scheduler by sanitizing internal hints, ensuring accurate quota enforcement and risk mitigation. The work demonstrated expertise in API development, cloud infrastructure, and DevOps, with a focus on robust, auditable solutions and collaborative code review across complex distributed systems.
May 2026 monthly summary for sapcc/nova focusing on delivering secure and auditable resource accounting in the scheduler. In May, delivered a targeted sanitization of scheduler hints to enforce resource accounting, via a cherry-picked patch on sapcc/nova. The change strips internal _nova-prefixed hints from user requests before they reach the scheduler, preventing bypass of resource accounting while maintaining compatibility with unknown hints. Closes bug #2151252; implemented with cross-team collaboration (Assisted-By: Cursor).
May 2026 monthly summary for sapcc/nova focusing on delivering secure and auditable resource accounting in the scheduler. In May, delivered a targeted sanitization of scheduler hints to enforce resource accounting, via a cherry-picked patch on sapcc/nova. The change strips internal _nova-prefixed hints from user requests before they reach the scheduler, preventing bypass of resource accounting while maintaining compatibility with unknown hints. Closes bug #2151252; implemented with cross-team collaboration (Assisted-By: Cursor).
October 2024 focused on delivering NVIDIA Mdevs multi-guest GPU sharing architecture for the OpenStack integration in the architecture repo. Key deliverables include a validated design for Nvidia mediated devices (Mdevs) that enables multiple guest VMs to share a single physical GPU, deployment/configuration files for the OpenStack control plane, and resource provider mappings to manage GPU resources efficiently across tenants. This work strengthens multi-tenant GPU support, improves hardware utilization, and reduces operating costs for OpenStack clusters. The commit c2db68fba2c349e6beb90c7b0f3551f228decc4b implements "Add nvidia-mdev mutli-type VA" as part of the feature. Impact: Enables scalable GPU sharing, accelerates time-to-value for GPU-enabled workloads, and lays groundwork for further automation and testing. Skills/Tech: OpenStack architecture, Nvidia Mdevs integration, Kubernetes operators, deployment automation, resource provider mapping, validation and architecture design.
October 2024 focused on delivering NVIDIA Mdevs multi-guest GPU sharing architecture for the OpenStack integration in the architecture repo. Key deliverables include a validated design for Nvidia mediated devices (Mdevs) that enables multiple guest VMs to share a single physical GPU, deployment/configuration files for the OpenStack control plane, and resource provider mappings to manage GPU resources efficiently across tenants. This work strengthens multi-tenant GPU support, improves hardware utilization, and reduces operating costs for OpenStack clusters. The commit c2db68fba2c349e6beb90c7b0f3551f228decc4b implements "Add nvidia-mdev mutli-type VA" as part of the feature. Impact: Enables scalable GPU sharing, accelerates time-to-value for GPU-enabled workloads, and lays groundwork for further automation and testing. Skills/Tech: OpenStack architecture, Nvidia Mdevs integration, Kubernetes operators, deployment automation, resource provider mapping, validation and architecture design.
In July 2024, delivered a critical bug fix for CPU governor validation scoped to online CPU cores, reinforcing CPU power management reliability for sapcc/nova. The change prevents governor strategy validation from running on offline cores and includes new tests to verify behavior of dedicated CPUs across online/offline states. The patch was cherry-picked to ensure quick risk reduction and consistent behavior across builds.
In July 2024, delivered a critical bug fix for CPU governor validation scoped to online CPU cores, reinforcing CPU power management reliability for sapcc/nova. The change prevents governor strategy validation from running on offline cores and includes new tests to verify behavior of dedicated CPUs across online/offline states. The patch was cherry-picked to ensure quick risk reduction and consistent behavior across builds.

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