
Pratik Bari developed and maintained core system management and telemetry features for the intel/compute-runtime repository, focusing on Linux kernel interfaces, device drivers, and virtualization support. Over 17 months, he delivered APIs and refactored modules for engine utilization, memory management, and RAS error handling, using C++ and CMake to ensure robust integration with kernel drivers. His work included consolidating build systems, enhancing test coverage, and improving observability for both physical and virtual devices. By addressing cross-platform compatibility and reliability, Pratik enabled more accurate resource monitoring and streamlined system initialization, demonstrating depth in low-level programming and system programming across evolving hardware platforms.
February 2026 focused on strengthening memory observability, control, and reliability in intel/compute-runtime. Delivered two major memory subsystem enhancements and performed targeted refactors to improve maintainability and future scalability: - Sysman Memory support for CRI: added bandwidth counters and memory properties retrieval to monitor memory usage and support memory-driven decisions for CRI workloads. - Offline memory page management API: introduced a new API to manage the offline state of memory pages, improving memory management for memory-heavy workloads. - Code quality and maintainability: refactored the Sysman Memory module to remove unsupported high-bandwidth variants, map to ZES_MEM_TYPE_HBM, and relocate product-specific memory ULTs to product-specific files. These changes collectively improve observability, control, and reliability for memory resources, enabling better scheduling and decision-making for CRI workloads and memory-intensive scenarios.
February 2026 focused on strengthening memory observability, control, and reliability in intel/compute-runtime. Delivered two major memory subsystem enhancements and performed targeted refactors to improve maintainability and future scalability: - Sysman Memory support for CRI: added bandwidth counters and memory properties retrieval to monitor memory usage and support memory-driven decisions for CRI workloads. - Offline memory page management API: introduced a new API to manage the offline state of memory pages, improving memory management for memory-heavy workloads. - Code quality and maintainability: refactored the Sysman Memory module to remove unsupported high-bandwidth variants, map to ZES_MEM_TYPE_HBM, and relocate product-specific memory ULTs to product-specific files. These changes collectively improve observability, control, and reliability for memory resources, enabling better scheduling and decision-making for CRI workloads and memory-intensive scenarios.
January 2026 monthly summary for intel/compute-runtime focusing on Sysman RAS Driver experimental API legacy support and test coverage. Delivered robust API surface for legacy experimental RAS configurations with new APIs and comprehensive testing, enhancing reliability for production workloads.
January 2026 monthly summary for intel/compute-runtime focusing on Sysman RAS Driver experimental API legacy support and test coverage. Delivered robust API surface for legacy experimental RAS configurations with new APIs and comprehensive testing, enhancing reliability for production workloads.
Month 2025-12 summary: Delivered RAS resilience enhancements and test reliability improvements across Intel compute-runtime and Level Zero test suites. Implemented experimental RAS APIs and a GPU driver extension to support RAS error threshold management, and introduced pre-utilization gating to improve workload test reliability. These efforts enhance platform stability, reduce downtime risk, and provide more reliable CI feedback for faster iteration.
Month 2025-12 summary: Delivered RAS resilience enhancements and test reliability improvements across Intel compute-runtime and Level Zero test suites. Implemented experimental RAS APIs and a GPU driver extension to support RAS error threshold management, and introduced pre-utilization gating to improve workload test reliability. These efforts enhance platform stability, reduce downtime risk, and provide more reliable CI feedback for faster iteration.
Monthly summary for 2025-11: Delivered XeKmd Engine Statistics Aggregation and Per-Engine Accuracy in the intel/compute-runtime stack, delivering improved monitoring and accuracy for engine utilization. Implemented gating of statistics retrieval to single engine handles to ensure correctness for VF Engine Utilization. Introduced an engine-type identification function and implemented aggregation of PF and VF engine stats when VFs are enabled, improving observability and capacity planning. Result: more reliable performance monitoring, reduced misreporting, and a stronger foundation for virtualization-aware scheduling.
Monthly summary for 2025-11: Delivered XeKmd Engine Statistics Aggregation and Per-Engine Accuracy in the intel/compute-runtime stack, delivering improved monitoring and accuracy for engine utilization. Implemented gating of statistics retrieval to single engine handles to ensure correctness for VF Engine Utilization. Introduced an engine-type identification function and implemented aggregation of PF and VF engine stats when VFs are enabled, improving observability and capacity planning. Result: more reliable performance monitoring, reduced misreporting, and a stronger foundation for virtualization-aware scheduling.
October 2025: Delivered Sysman device name resolution enhancements in intel/compute-runtime to ensure the correct device name is returned during Sysman initialization. Implemented Netlink string retrieval via nlaGetString in NlApi, extended SysFsAccessInterface to expose the device directory name, and updated tests to improve coverage. This work reduces initialization fragility, improves device management reliability, and lays groundwork for consistent naming across platforms.
October 2025: Delivered Sysman device name resolution enhancements in intel/compute-runtime to ensure the correct device name is returned during Sysman initialization. Implemented Netlink string retrieval via nlaGetString in NlApi, extended SysFsAccessInterface to expose the device directory name, and updated tests to improve coverage. This work reduces initialization fragility, improves device management reliability, and lays groundwork for consistent naming across platforms.
September 2025 monthly summary for intel/compute-runtime. Focused on Sysman RAS API cleanup and expanded test coverage, delivering alignment with updated RAS utilities access and improving hardware configuration validation. Key features delivered: - Sysman RAS API cleanup to deprecate/unify access: removed direct usage of getGtRasUtilInterface and getHbmRasUtilInterface in product helpers for BMG, LNL, and PTL, aligning with the updated RAS utilities access model. (Commits: a48c99e580684122925a26d5e5d6b4cca0bb617b) - Test coverage improvements: enhanced mock helpers and product-specific tests to strengthen RAS event handling and hardware configuration testing. (Commits: 76b93ca9aab65ce4d8fa22d219fee1b45a603dd6) Major bugs fixed: - Eliminated reliance on deprecated Ras Util Interface across select products, reducing risk of misalignment and flaky RAS behavior due to interface changes. - Updated RAS test suite to reflect API changes, improving test reliability and coverage for RAS events and hardware configurations. Overall impact and accomplishments: - Increased reliability and maintainability of Sysman RAS APIs across BMG, LNL, and PTL platforms. - Expanded test coverage leads to earlier detection of RAS-related regressions and more robust hardware configuration validation. - Clear progression toward a unified RAS utilities access model, simplifying future maintenance and onboarding. Technologies/skills demonstrated: - Sysman RAS API usage and cleanup, C++ codebase maintenance, and interface deprecation strategies. - Mocking strategies and test harness improvements for RAS events and hardware configuration scenarios. - End-to-end impact assessment aligning code changes with test coverage and quality guarantees.
September 2025 monthly summary for intel/compute-runtime. Focused on Sysman RAS API cleanup and expanded test coverage, delivering alignment with updated RAS utilities access and improving hardware configuration validation. Key features delivered: - Sysman RAS API cleanup to deprecate/unify access: removed direct usage of getGtRasUtilInterface and getHbmRasUtilInterface in product helpers for BMG, LNL, and PTL, aligning with the updated RAS utilities access model. (Commits: a48c99e580684122925a26d5e5d6b4cca0bb617b) - Test coverage improvements: enhanced mock helpers and product-specific tests to strengthen RAS event handling and hardware configuration testing. (Commits: 76b93ca9aab65ce4d8fa22d219fee1b45a603dd6) Major bugs fixed: - Eliminated reliance on deprecated Ras Util Interface across select products, reducing risk of misalignment and flaky RAS behavior due to interface changes. - Updated RAS test suite to reflect API changes, improving test reliability and coverage for RAS events and hardware configurations. Overall impact and accomplishments: - Increased reliability and maintainability of Sysman RAS APIs across BMG, LNL, and PTL platforms. - Expanded test coverage leads to earlier detection of RAS-related regressions and more robust hardware configuration validation. - Clear progression toward a unified RAS utilities access model, simplifying future maintenance and onboarding. Technologies/skills demonstrated: - Sysman RAS API usage and cleanup, C++ codebase maintenance, and interface deprecation strategies. - Mocking strategies and test harness improvements for RAS events and hardware configuration scenarios. - End-to-end impact assessment aligning code changes with test coverage and quality guarantees.
Monthly summary for 2025-08 focused on RAS-related build system enhancements and branch-aware development for intel/compute-runtime. Improvements include dynamic RAS source inclusion per branch and LIBGENL-based compilation to guard RAS support, with gating based on header availability to ensure compatibility across workflows.
Monthly summary for 2025-08 focused on RAS-related build system enhancements and branch-aware development for intel/compute-runtime. Improvements include dynamic RAS source inclusion per branch and LIBGENL-based compilation to guard RAS support, with gating based on header availability to ensure compatibility across workflows.
July 2025: Sysman Engine Information Management Refactor in intel/compute-runtime delivering centralized engine metadata and streamlined initialization. Introduced EngineGroupInfo, populated MapOfEngineInfo, and refactored getNumEngineTypeAndInstances to improve organization and startup efficiency. No major bugs fixed this month; maintenance-focused refactor to improve data handling and initialization flow. Technologies: C++, Sysman, engine/PMU configuration, and data modeling for engine metadata.
July 2025: Sysman Engine Information Management Refactor in intel/compute-runtime delivering centralized engine metadata and streamlined initialization. Introduced EngineGroupInfo, populated MapOfEngineInfo, and refactored getNumEngineTypeAndInstances to improve organization and startup efficiency. No major bugs fixed this month; maintenance-focused refactor to improve data handling and initialization flow. Technologies: C++, Sysman, engine/PMU configuration, and data modeling for engine metadata.
June 2025 monthly summary for intel/compute-runtime: Delivered a precise device naming fix for integrated devices on Xe drivers, improving system logs, metrics, and asset management. The change constructs device names by appending the Bus-Device-Function (BDF) to enhance accuracy and traceability across management/reporting pipelines.
June 2025 monthly summary for intel/compute-runtime: Delivered a precise device naming fix for integrated devices on Xe drivers, improving system logs, metrics, and asset management. The change constructs device names by appending the Bus-Device-Function (BDF) to enhance accuracy and traceability across management/reporting pipelines.
In May 2025, delivered targeted sysman improvements for intel/compute-runtime to enhance engine data accuracy and VF utilization visibility across DG2 and Xe-driver contexts. Key fixes include correcting GTID retrieval from EngineInfo and stabilizing tileId usage, reducing data mismatches in the system management interface. VF Management enhancements added DG2-only VF Memory Utilization gating and Engine Utilization support, with updated retrieval of VF capabilities and memory quotas using GT IDs to improve cross-platform visibility and accuracy. Overall, these changes improve data reliability, resource visibility, and platform readiness for current and upcoming DG2/Xe-driver deployments.
In May 2025, delivered targeted sysman improvements for intel/compute-runtime to enhance engine data accuracy and VF utilization visibility across DG2 and Xe-driver contexts. Key fixes include correcting GTID retrieval from EngineInfo and stabilizing tileId usage, reducing data mismatches in the system management interface. VF Management enhancements added DG2-only VF Memory Utilization gating and Engine Utilization support, with updated retrieval of VF capabilities and memory quotas using GT IDs to improve cross-platform visibility and accuracy. Overall, these changes improve data reliability, resource visibility, and platform readiness for current and upcoming DG2/Xe-driver deployments.
April 2025 monthly summary for intel/compute-runtime focusing on Sysman-related enhancements that improve maintainability and observability. Delivered a refactor to PMU configurations retrieval and exposed engine metrics at the Engine Handle level, including per-engine to group-level busyness aggregation for BMG devices. These changes enhance configuration retrieval reliability, engine utilization visibility, and reporting capabilities, supporting faster issue diagnosis and data-driven capacity planning. Core commits include ff7bfc8b6e8836ba4859aecbb96d85c914e2fca2; 2113882bf51c27c6cc13f951058942f1c9e76be3; ce324892914bef47e8fa044cad17a3a96db1829f.
April 2025 monthly summary for intel/compute-runtime focusing on Sysman-related enhancements that improve maintainability and observability. Delivered a refactor to PMU configurations retrieval and exposed engine metrics at the Engine Handle level, including per-engine to group-level busyness aggregation for BMG devices. These changes enhance configuration retrieval reliability, engine utilization visibility, and reporting capabilities, supporting faster issue diagnosis and data-driven capacity planning. Core commits include ff7bfc8b6e8836ba4859aecbb96d85c914e2fca2; 2113882bf51c27c6cc13f951058942f1c9e76be3; ce324892914bef47e8fa044cad17a3a96db1829f.
March 2025 monthly summary for intel/compute-runtime focusing on telemetry and driver monitoring enhancements across Sysman and Xe support. Delivered higher fidelity engine utilization and activity metrics, enabling better telemetry-driven decisions for performance and power management. Technical work includes KMD interface refinements and multi-GT handling, paving the way for scalable monitoring across generations.
March 2025 monthly summary for intel/compute-runtime focusing on telemetry and driver monitoring enhancements across Sysman and Xe support. Delivered higher fidelity engine utilization and activity metrics, enabling better telemetry-driven decisions for performance and power management. Technical work includes KMD interface refinements and multi-GT handling, paving the way for scalable monitoring across generations.
February 2025 performance summary for intel/compute-runtime: Delivered consolidation of the Linux Sysman memory module to standardize implementation across hardware configurations, and removed an outdated VF BAR warm reset workaround, improving reliability and maintainability. The work reduced complexity in the Sysman memory surface, prepared the codebase for broader hardware support, and signaled PCIe/driver stabilization.
February 2025 performance summary for intel/compute-runtime: Delivered consolidation of the Linux Sysman memory module to standardize implementation across hardware configurations, and removed an outdated VF BAR warm reset workaround, improving reliability and maintainability. The work reduced complexity in the Sysman memory surface, prepared the codebase for broader hardware support, and signaled PCIe/driver stabilization.
January 2025 performance summary: Delivered important API and Sysman reliability improvements across intel/compute-runtime and level-zero-tests, improving stability, compatibility, and testing confidence. Highlights include a new VF Management API (GetVFCapabilitiesExp2), dynamic GPU bind/unbind entry name retrieval for safe device resets, a WSL-specific Sysman HW device ID fix, centralized throttle reason reporting via the Sysman Product Helper, and disabling of supported diagnostics tests to prevent unstable handles.
January 2025 performance summary: Delivered important API and Sysman reliability improvements across intel/compute-runtime and level-zero-tests, improving stability, compatibility, and testing confidence. Highlights include a new VF Management API (GetVFCapabilitiesExp2), dynamic GPU bind/unbind entry name retrieval for safe device resets, a WSL-specific Sysman HW device ID fix, centralized throttle reason reporting via the Sysman Product Helper, and disabling of supported diagnostics tests to prevent unstable handles.
December 2024 monthly summary for intel/compute-runtime: Focused on VF-related enhancements and reliability improvements to the Virtual Function (VF) workflow. Key feature delivery provides visibility into engine utilization, while targeted bug fixes improved resilience and accuracy of VF metrics and resource accounting. The work enhances observability for capacity planning and performance tuning in virtualized workloads, and demonstrates strong kernel-driver interaction, PMU usage, and test coverage.
December 2024 monthly summary for intel/compute-runtime: Focused on VF-related enhancements and reliability improvements to the Virtual Function (VF) workflow. Key feature delivery provides visibility into engine utilization, while targeted bug fixes improved resilience and accuracy of VF metrics and resource accounting. The work enhances observability for capacity planning and performance tuning in virtualized workloads, and demonstrates strong kernel-driver interaction, PMU usage, and test coverage.
November 2024 monthly summary for intel/compute-runtime: Delivered cross-OS VF telemetry capabilities and engine utilization instrumentation, strengthening observability and performance transparency for Virtual Functions. Implemented Linux kernel PMU integration for engine metrics, reorganized engine module for consistent tick reporting, and updated API surface and tests. Reconciled build and API surface with UAPI v2.0-rc27 to ensure compatibility with latest specs and features. The work collectively enhances resource visibility, scheduling decisions, and platform parity across Linux and Windows.
November 2024 monthly summary for intel/compute-runtime: Delivered cross-OS VF telemetry capabilities and engine utilization instrumentation, strengthening observability and performance transparency for Virtual Functions. Implemented Linux kernel PMU integration for engine metrics, reorganized engine module for consistent tick reporting, and updated API surface and tests. Reconciled build and API surface with UAPI v2.0-rc27 to ensure compatibility with latest specs and features. The work collectively enhances resource visibility, scheduling decisions, and platform parity across Linux and Windows.
October 2024 monthly summary for intel/compute-runtime focused on feature deprecation and maintenance improvement across XeKmd activity monitoring. Implemented removal of the Group Engine Busyness Interface to streamline monitoring surface and reduce ongoing maintenance, while preparing groundwork for a unified approach to engine activity monitoring.
October 2024 monthly summary for intel/compute-runtime focused on feature deprecation and maintenance improvement across XeKmd activity monitoring. Implemented removal of the Group Engine Busyness Interface to streamline monitoring surface and reduce ongoing maintenance, while preparing groundwork for a unified approach to engine activity monitoring.

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