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AWS observability: AWS monitoring best practices for resiliency

Dynatrace

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. Serverless technologies can reduce management complexity.

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Software engineering for machine learning: a case study

The Morning Paper

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

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Unlock the Power of DevSecOps with Newly Released Kubernetes Experience for Platform Engineering

Dynatrace

Platform engineering is on the rise. According to leading analyst firm Gartner, “80% of software engineering organizations will establish platform teams as internal providers of reusable services, components, and tools for application delivery…” by 2026. Monitoring-as-code can also be configured in GitOps fashion.

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Dynatrace Perform 2024 Guide: Deriving business value from AI data analysis

Dynatrace

Companies now recognize that technologies such as AI and cloud services have become mandatory to compete successfully. AI data analysis can help development teams release software faster and at higher quality. As organizations adopt more AI technologies, the associated costs are skyrocketing.

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Bringing AV1 Streaming to Netflix Members’ TVs

The Netflix TechBlog

To achieve this goal, the Encoding Technologies team made the following design decisions about AV1 encoding recipes: We always encode at the highest available source resolution and frame rate. To evaluate decoder capabilities on these devices, the Encoding Technologies team crafted a set of special certification streams.

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Automating Success: Building a better developer experience with platform engineering

Dynatrace

Check out the following use cases to learn how to drive innovation from development to production efficiently and securely with platform engineering observability. These standards can be custom for specific teams, technologies, or criticalities. The app offers a consolidated overview across data centers and all monitored hosts.

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The state of site reliability engineering: SRE challenges and best practices in 2023

Dynatrace

At times, engineering teams can become preoccupied with the minutiae of technological endeavors and lose sight of overall business goals. Customer empathy is key to a fully optimized site reliability engineering practice Software engineering can often be an impersonal discipline.