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Matt Karrmann

PROFILE

Matt Karrmann

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.

Overall Statistics

Feature vs Bugs

60%Features

Repository Contributions

7Total
Bugs
2
Commits
7
Features
3
Lines of code
107
Activity Months4

Work History

June 2026

1 Commits

Jun 1, 2026

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).

May 2026

1 Commits • 1 Features

May 1, 2026

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

4 Commits • 1 Features

Aug 1, 2025

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

1 Commits • 1 Features

Mar 1, 2025

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.

Activity

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Quality Metrics

Correctness94.2%
Maintainability94.2%
Architecture94.2%
Performance88.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Java

Technical Skills

API DesignBackend DevelopmentC++Data EngineeringDistributed SystemsLoggingMemory ManagementPerformance MonitoringPerformance OptimizationRefactoringSoftware DesignSoftware DevelopmentSystem DesignSystem Programmingbackend development

Repositories Contributed To

3 repos

Overview of all repositories you've contributed to across your timeline

oap-project/velox

Aug 2025 Aug 2025
1 Month active

Languages Used

C++

Technical Skills

API DesignC++Data EngineeringMemory ManagementPerformance OptimizationRefactoring

facebookincubator/velox

May 2026 Jun 2026
2 Months active

Languages Used

C++

Technical Skills

C++Software DevelopmentSystem Programmingbackend development

prestodb/presto

Mar 2025 Mar 2025
1 Month active

Languages Used

Java

Technical Skills

Backend DevelopmentDistributed SystemsLoggingPerformance Monitoring