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English(EN) ASTRA - Agentic System for Ticket Resolution and Analysis

ASTRA系统使用AI代理分析和解决技术事件

研究人员开发了ASTRA,一个代理系统,旨在通过综合来自各种来源的信息来协助技术运营团队解决事件。ASTRA利用专家代理检索历史票证数据、分析系统日志和访问技术文档。该系统采用一个精炼循环,其中一个裁判代理对报告进行评分,一个协调代理启动有针对性的后续查询以提高准确性。ASTRA在真实的电信故障票证上进行了评估,取得了高质量评分,并成功识别了故障区域,尽管它也指出了通过基于文本的证据诊断硬件故障的挑战。 AI

影响 该系统可以通过自动化证据综合和报告生成来简化技术支持运营,有可能缩短解决时间并提高准确性。

排序理由 该集群包含一篇研究论文,详细介绍了用于技术事件解决的新型代理系统。

在 arXiv cs.IR (Information Retrieval) 阅读 →

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ASTRA系统使用AI代理分析和解决技术事件

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该集群包含一篇研究论文,详细介绍了用于技术事件解决的新型代理系统。
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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Shashidhar Reddy Javaji, Mohamed Trabelsi, Jin Cao, Huseyin Uzunalioglu ·

    ASTRA - 票务解决方案与分析的智能代理系统

    arXiv:2608.28790v1 Announce Type: cross Abstract: Technical operations teams resolve large volumes of incidents by synthesizing fragmented evidence from ticket text, historical cases, system logs, and technical documentation. Existing automation often relies on monolithic generat…

  2. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Huseyin Uzunalioglu ·

    ASTRA - 票务解决与分析的代理系统

    Technical operations teams resolve large volumes of incidents by synthesizing fragmented evidence from ticket text, historical cases, system logs, and technical documentation. Existing automation often relies on monolithic generation without explicit evidence modeling or provenan…