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Adapting to the Metrics Cardinality Crisis

Grafana's Big Tent

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Optimizing Metrics Management with Adaptive Strategies

This chapter explores the practical benefits and challenges of implementing Adaptive Metrics within Grafana for effective resource allocation and monitoring. It highlights the complexities of handling time series data, aggregation functions, and the integration of an automated recommendations engine to improve metric management. The discussion emphasizes the importance of balancing automation with control, alongside strategies for enhancing transparency and user experience in large-scale cloud-native architectures.

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