分類： 活動公告, 演講暨研討會 來源： 理工學院 - 趙又瑩 - unchao@gms.ndhu.edu.tw - 電話3507 對象： 全校教職員_全校學生 標題： 《4/7(五)Resource Management and Anomaly Detection for Predictable IT Operation》-柏林自由大學 (Freie Universität Berlin)Dr.Odej Kao專題演講 日期： Thu, 6 Apr 2023 16:04:00 +0800 附檔： 20030407德國學者.png (382 KB)
Title： Resource Management and Anomaly Detection for Predictable IT Operation Abstract： This talk will present an overview of the current research work in the group distributed and operating systems from the TU Berlin, Germany. After a brief discussion of the main results in the areas of big data engines (Apache Flink), reusable performance models for distributed dataflow jobs, and carbon-aware computing, the talk will focus on detecting and mitigating anomalies in large IT infrastructures to achieve predictable fault tolerance. Examples for using metric data, logs, and traces for incident detection and deployment verification as well as use cases in automatic performance diagnosis and recovery for microservices as well as SSD failure prediction through logs illustrate the current research. The talk will conclude with an outlook to the next steps regarding log analytics. 講座地點：行政大樓三樓簡報室 講座時間：4/7（五）14:00~16:00
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