
Developed a performance metrics collection and reporting feature for the opea-project/GenAIEval repository, focusing on enhancing system observability and data-driven optimization. Integrated a memory bandwidth exporter to enable the collection of memory bandwidth, CPU, and memory utilization metrics, and expanded the stresscli tool to fetch, parse, and save these metrics efficiently. Introduced a new module for metric fetching and processing, along with updated command-line options for flexible configuration. Leveraged Python and YAML to update the reporting pipeline, generating metrics-aware reports that support performance analysis and capacity planning. The work emphasized command-line interface development, data processing, and system monitoring.
February 2025 - GenAIEval: Implemented Performance Metrics Collection and Reporting by integrating with a memory bandwidth exporter. This enabled collection and reporting of memory bandwidth, CPU, and memory utilization metrics. Enhanced stresscli to fetch, parse, and save metrics, updated report generation, and introduced a new module for metric fetching and processing. This work improves observability, supports data-driven optimization, and positions the project for capacity planning across workloads.
February 2025 - GenAIEval: Implemented Performance Metrics Collection and Reporting by integrating with a memory bandwidth exporter. This enabled collection and reporting of memory bandwidth, CPU, and memory utilization metrics. Enhanced stresscli to fetch, parse, and save metrics, updated report generation, and introduced a new module for metric fetching and processing. This work improves observability, supports data-driven optimization, and positions the project for capacity planning across workloads.

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