KPI anomaly detection method and device, computing equipment and computer storage medium

• Main Authors: LIN YONGXING, HU QINYUE
• Format: Patent
• Language: Chinese; English
• Published: 25.02.2022
• Subjects: ELECTRIC COMMUNICATION TECHNIQUE; ELECTRICITY; TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION

The embodiment of the invention relates to the technical field of big data, and discloses a KPI anomaly detection method and device, computing equipment and a computer storage medium, and the method comprises the following steps: obtaining KPI index data, and carrying out preprocessing; dynamically acquiring an anomaly threshold by applying a preset anomaly detection model according to the KPI index data; and judging whether the KPI data is abnormal or not according to the abnormal threshold. By means of the mode, the fault finding and positioning capacity can be improved, and performance index anomaly detection is more sensitive. 本发明实施例涉及大数据技术领域，公开了一种KPI异常检测方法、装置、计算设备及计算机存储介质，该方法包括：获取KPI指标数据，并进行预处理；根据所述KPI指标数据应用预设的异常检测模型动态获取异常门限；根据所述异常门限判断所述KPI指标数据是否异常。通过上述方式，本发明实施例能够提升故障发现和定位能力，使性能指标异常检测更灵敏。