
Worked on observability and performance improvements across distributed data systems, focusing on the prestodb/presto and facebookincubator/velox repositories. Delivered features to enrich operator logs with per-table metrics and plan node mappings, enabling precise cost visibility for multi-table workloads. Enhanced runtime statistics exposure for data sinks and writers, and improved memory safety in C++ components to reduce crash risk. Introduced API changes to align IO instrumentation between input streams and direct reads, increasing accuracy of performance monitoring. Addressed reliability issues by ensuring connector runtime statistics are preserved during early termination, supporting more robust telemetry and resource planning for backend data workflows.
In June 2026, delivered a critical bug fix in Velox TableScan to preserve connector runtime statistics during early termination, improving reliability and observability of IO stats. The fix moves harvesting of runtime stats to getOutput and close methods, preventing stats loss when operators are torn down before noMoreSplits. This aligns with established patterns and reduces risk in edge cases such as LocalLimit, delivering more accurate telemetry for performance tuning and resource planning. Implemented in commit 0190e4c783c5a02b65dbdd6b114be7bf055891a5 (PR #17392) and reviewed by Yuhta (D103114178).
In June 2026, delivered a critical bug fix in Velox TableScan to preserve connector runtime statistics during early termination, improving reliability and observability of IO stats. The fix moves harvesting of runtime stats to getOutput and close methods, preventing stats loss when operators are torn down before noMoreSplits. This aligns with established patterns and reduces risk in edge cases such as LocalLimit, delivering more accurate telemetry for performance tuning and resource planning. Implemented in commit 0190e4c783c5a02b65dbdd6b114be7bf055891a5 (PR #17392) and reviewed by Yuhta (D103114178).
Monthly summary for 2026-05 focusing on Velox read-path instrumentation improvement. Delivered a targeted API enhancement to improve read-path stats consistency by adding a public accessor on ReadFileInputStream to expose the underlying FileIoContext used for read operations. This is a pure additive change with no behavioral impact, preserving source and binary compatibility. It enables downstream consumers (e.g., format readers like Nimble TabletReader) to reuse the same FileIoContext when issuing direct ReadFile pread* calls, eliminating potential discrepancies in instrumentation between reads performed through the input stream and direct reads. The change strengthens observability and accuracy of IO statistics, and reduces debugging friction related to read instrumentation.
Monthly summary for 2026-05 focusing on Velox read-path instrumentation improvement. Delivered a targeted API enhancement to improve read-path stats consistency by adding a public accessor on ReadFileInputStream to expose the underlying FileIoContext used for read operations. This is a pure additive change with no behavioral impact, preserving source and binary compatibility. It enables downstream consumers (e.g., format readers like Nimble TabletReader) to reuse the same FileIoContext when issuing direct ReadFile pread* calls, eliminating potential discrepancies in instrumentation between reads performed through the input stream and direct reads. The change strengthens observability and accuracy of IO statistics, and reduces debugging friction related to read instrumentation.
August 2025 Velox: Implemented observability improvements for data sinks and writers, expanding runtime statistics exposure and metrics collection across the data pipeline. A targeted memory-safety fix ensures IoStats lifetimes are correct, reducing crash risk and improving stability. These changes provide actionable metrics for operators and lay the groundwork for better SLA monitoring and performance tuning of data ingestion workflows.
August 2025 Velox: Implemented observability improvements for data sinks and writers, expanding runtime statistics exposure and metrics collection across the data pipeline. A targeted memory-safety fix ensures IoStats lifetimes are correct, reducing crash risk and improving stability. These changes provide actionable metrics for operators and lay the groundwork for better SLA monitoring and performance tuning of data ingestion workflows.
March 2025: Observability enhancements for prestodb/presto focused on per-table metrics by enriching operator logs with table metadata and plan node mappings, enabling precise per-table bytes read and Warm Storage region metrics. Implemented end-to-end linkage between QueryCompletedEvent, planNodeIdMap, and PrismEventListener to map operator statistics to query plan. These changes lay groundwork for targeted performance optimizations and cost visibility across multi-table workloads.
March 2025: Observability enhancements for prestodb/presto focused on per-table metrics by enriching operator logs with table metadata and plan node mappings, enabling precise per-table bytes read and Warm Storage region metrics. Implemented end-to-end linkage between QueryCompletedEvent, planNodeIdMap, and PrismEventListener to map operator statistics to query plan. These changes lay groundwork for targeted performance optimizations and cost visibility across multi-table workloads.

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