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Efficient SLO event integration powers successful AIOps

Dynatrace

Next, a pragmatic approach involves examining the backend, focusing on Service type entities prominently exposed to the frontend (for example, Apache Tomcat in a Linux environment). In today’s landscape, we lack a clear understanding of properly creating frontend SLOs (for example, RUM application type entities) based on key user actions.

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7 Best Performance Testing Tools to Look Out for in 2021

DZone

The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. For example, the gaming app has to present definite actions to bring the right experience. An app is built with some expectations and is supposed to provide firm results.

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Data Reprocessing Pipeline in Asset Management Platform @Netflix

The Netflix TechBlog

This feature support required a significant update in the data table design (which includes new tables and updating existing table columns). Existing data got updated to be backward compatible without impacting the existing running production traffic. Following is the example of tables primary and clustering keys defined: Figure 2.

Media 237
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9 key DevOps metrics for success

Dynatrace

For example, by measuring deployment frequency daily or weekly, you can determine how efficiently your team is responding to process changes. In a world where 99.999% availability is the standard, measuring MTTR is a crucial practice to ensure resiliency and stability. App availability. Application usage and traffic.

DevOps 200
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All of Netflix’s HDR video streaming is now dynamically optimized

The Netflix TechBlog

HDR was launched at Netflix in 2016 and the number of titles available in HDR has been growing ever since. 1) depicts the migration of traffic from fixed bitrates to DO encodes. 1: Migration of traffic from fixed-ladder encodes to DO encodes. The graphic below (Fig. We present two sets. The first set (Fig.

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Bringing IT automation to life at Dynatrace Innovate Barcelona

Dynatrace

At the Dynatrace Innovate conference in Barcelona, Bernd Greifeneder, Dynatrace chief technology officer, discussed key examples of how the Dynatrace observability platform delivers value well beyond traditional monitoring. With Grail, for example, a DevOps team can pre-scan logs. “There are way over 30 availability zones.

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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

Since its inception , Metaflow has been designed to provide a human-friendly API for building data and ML (and today AI) applications and deploying them in our production infrastructure frictionlessly. Example use case: Building model explainers Here’s a fascinating example of the usefulness of portable execution environments.

Systems 226