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Implementing service-level objectives to improve software quality

Dynatrace

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. Instead, they can ensure that services comport with the pre-established benchmarks. Best practices for implementing service-level objectives. SLOs improve software quality.   Reliability.

Software 262
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Measuring the importance of data quality to causal AI success

Dynatrace

Traditional analytics and AI systems rely on statistical models to correlate events with possible causes. While this approach can be effective if the model is trained with a large amount of data, even in the best-case scenarios, it amounts to an informed guess, rather than a certainty. That’s where causal AI can help.

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MySQL Key Performance Indicators (KPI) With PMM

Percona

This includes metrics such as query execution time, the number of queries executed per second, and the utilization of query cache and adaptive hash index. As a best practice, It is advisable to have different mounts for MySQL data and log files with specific system configurations.

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Getting Hands-on Training into more hands in 2021

Dynatrace

Get hands-on experience installing the OneAgent, understanding the full-stack metrics captured, and reviewing key use cases covered by the platform. Getting started with Digital Experience Monitoring (DEM) analytics. Cloud Migration Best Practices / Bridging the gap between legacy & cloud.

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Percona Monitoring and Management 2 Scaling and Capacity Planning

Percona

PMM2 uses VictoriaMetrics (VM) as its metrics storage engine. The VictoriaMetrics team has also published some best practices , which can also be referred to while planning for resources for setting up PMM2. Capacity planning and setup details We used a dedicated 32-core CPU and 64GB of RAM for our testing.

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An Opinionated Guide to Performance Budgets

Speed Curve

Web pages are unbelievably complex, and there are hundreds of different metrics available to track. A performance budget is a threshold that you apply to the metrics you care about the most. This is when you run into three important questions: Which metrics should you focus on? Which metrics should you focus on?

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Web Performance Bookshelf

Rigor

How to pioneer new metrics and create a culture of performance. In her book, Lara Hogan helps you approach projects with page speed in mind, showing you how to test and benchmark which design choices are most critical. Time is Money. This book is about performance problems and the various technologies created to fight them. Still good.