Gartner Insights Abstract

使用GenAI增强应用性能监测和可观测性

Published: 02 July 2024

Summary

如何有效地管理以现代架构构建的复杂、业务关键型应用,成为IT运营团队的一个难题。基础设施和运营领导者应利用生成式人工智能,提高应用性能监测和可观测性平台的效率和价值,并使其更加有效。

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概述

主要发现
  • 基础设施和运营(I&O)领导者面临压力,需要管理复杂的业务关键型应用,并推动团队最大限度地提高生产率。

  • 虽然应用性能监测(APM)和可观测性工具供应商开始推出了利用生成式人工智能(GenAI)的能力,但这一新技术可实现的收益目前尚不清楚。

  • I&O领导者发现,评估IT运营中人工智能(AI)项目的收益并非易事。

建议
  • 审视本文中介绍的GenAI用例,以确定在哪些环节具有生产率提升潜力。

  • 根据GenAI用例确定运营工作中难点和目标的优先级并对其加以协调,以最大限度地实现价值。

  • 逐步实施相关用例并衡量生产率的提升,评估GenAIIT运营中的优势和挑战。

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Analysts:

Martin Caren

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