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Harsh Kothari

PROFILE

Harsh Kothari

Over a two-month period, contributed three backend features to the wazuh-indexer repository, focusing on performance and reliability in distributed systems. Developed an Auto Force Merge Manager that automates index segment optimization during hot-to-warm migrations, using configurable triggers and system-condition checks to balance resource usage and query latency. Enhanced resource monitoring by replacing CPU load average logic with an AverageTracker and introducing default thresholds for CPU, JVM, and disk usage. Accelerated node startup by parallelizing file cache loading across directories with Java’s ForkJoinPool. Work demonstrated expertise in Java, concurrency, file I/O, and system optimization, addressing complex backend challenges.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
3
Lines of code
2,247
Activity Months2

Work History

July 2025

2 Commits • 2 Features

Jul 1, 2025

July 2025: Delivered two critical performance and reliability enhancements for wazuh/wazuh-indexer. Implemented Auto-force Merge: Resource Monitoring Enhancements to improve shard-merge decisions by replacing the CPU load average logic with an AverageTracker-based approach, adding default thresholds for CPU, JVM, and disk usage, and adjusting the merge delay between shards for more accurate, reliable auto-merge behavior. Added Parallel File Cache Loading for Faster Node Startup to accelerate startup and cache restoration by parallelizing file cache loading across multiple directories using ForkJoinPool, with targeted refactors for parallel I/O.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for wazuh-indexer: Delivered Auto Force Merge Manager to automatically optimize index segments and manage force merges during hot-to-warm migration, improving performance and resource utilization. This feature is designed to trigger merges based on configurable thresholds and system conditions, reducing fragmentation and improving query latency during index lifecycle. The work targeted wazuh/wazuh-indexer with a focused commit implementing the feature.

Activity

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Quality Metrics

Correctness93.4%
Maintainability83.4%
Architecture83.4%
Performance90.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Java

Technical Skills

Backend DevelopmentConcurrencyDistributed SystemsFile I/OJavaJava Concurrency UtilitiesJava DevelopmentPerformance OptimizationPerformance TuningSystem MonitoringSystem Optimization

Repositories Contributed To

1 repo

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

wazuh/wazuh-indexer

Jun 2025 Jul 2025
2 Months active

Languages Used

Java

Technical Skills

Backend DevelopmentDistributed SystemsJava DevelopmentPerformance TuningSystem OptimizationConcurrency