InfoQ Homepage Metrics Content on InfoQ
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How to Use Metrics to Influence an Agile Environment
Larry Maccherone, a Data Scientist at Tasktop Technologies, gave a talk at QCon London 2015 regarding the importance of metrics usage and how they should influence important decisions in the organizations.
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Examples of Applying Metrics in Kanban
Metrics are engrained in kanban. They play a role in several kanban practices like visualizing and managing flow, and support the agenda’s for sustainability, service orientation and survivability. At the Lean Kanban Central Europe 2014 Conference Wolfgang Wiedenroth talked about the power of metrics. In his presentation he provided may examples of using metrics with kanban.
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Forecasting at Twitter
Arun Kejariwal, from Twitter, talked at Velocity Conf London last month about forecasting algorithms used at Twitter to proactively predict system resource needs as well as business metrics such as number of users or tweets. Given the dynamic nature of their data stream, they found that a refined ARIMA model works well once data is cleansed, including removal of outliers.
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Detecting Abnormal Traffic in Real Time with APM 9.5
CA Technologies’ Application Performance Management 9.5 adds the ability to detect and analyze unusual performance metric patterns in near real time. This can be used to detect the beginnings of a denial of service attack, failing hardware, or a rouge application.