Post-deployment impact detection

The flighting framework addresses the challenge of measuring deployment impacts by using telemetry data to analyze periodic workloads and compare performance metrics, enabling timely detection of degradations and guiding improvements in customer experience.

WO2025064099A1 Publication Date: 2025-03-27MICROSOFT TECHNOLOGY LICENSING LLC
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Patent Information

Application Number
PCT/US2024/042594
Authority / Receiving Office
WO · WO
Patent Type
Applications
Current Assignee / Owner
Priority Date
2023-09-18
Filing Date
2024-08-16
Publication Date
2025-03-27

AI Technical Summary

Technical Problem

Current technologies lack a scalable and reliable method to measure the positive or negative impacts of deployments or isolated features on customer workloads, leading to potential performance degradations that are not detected by pre-deployment benchmark testing.

Method used

A flighting framework that leverages telemetry information to determine the post-deployment impact of changes by analyzing periodic workloads, comparing pre-deployment and post-deployment performance metrics, and performing actions based on the detected impact.

Benefits of technology

The framework enables timely detection of performance degradations, provides quantitative and qualitative guidance for improving customer experience, and automatically adjusts configurations or deployments based on measured impacts.

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Abstract

System, methods, apparatuses, and computer program products are disclosed for determining post-deployment impact of a deployment based on telemetry information. Telemetry information is analyzed to determine a periodic workload executing on one or more of a plurality of endpoints. Pre-deployment performance metrics and post-deployment performance metrics are then determined based on telemetry information generated before the deployment and after the deployment, respectively. The post-deployment impact of the deployment may then be determined by comparing the pre-deployment performance metrics and the post-deployment performance metrics. Actions may be performed based on the post-deployment impact.
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