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Building a Media Understanding Platform for ML Innovations

The Netflix TechBlog

User provides a sample image to find other similar images Prior engineering work Approach #1: on-demand batch processing Our first approach to surface these innovations was a tool to trigger these algorithms on-demand and on a per-show basis. Media Search Platform (MSP) is the initiative to address these requirements.

Media 291
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Path to NoOps part 2: How infrastructure as code makes cloud automation attainable—and repeatable—at scale

Dynatrace

Infrastructure as code is a way to automate infrastructure provisioning and management. In this blog, I explore how Dynatrace has made cloud automation attainable—and repeatable—at scale by embracing the principles of infrastructure as code. Transparency and scalability. Infrastructure-as-code.

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Flexible, scalable, self-service Kubernetes native observability now in General Availability

Dynatrace

This file is automatically configured with working defaults, but it can be easily modified using a code editor such as VS Code. From here we jump directly into Dynatrace Distributed traces view, shown below, to understand code-level contributions to total processing time. Adapt deployments for multiple Dynatrace environments.

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Snyk + Dynatrace + AWS: Continuous delivery needs continuous security, observability and security

Dynatrace

Modern solutions like Snyk and Dynatrace offer a way to achieve the speed of modern innovation without sacrificing security. This innovative solution combines Snyk Container and Dynatrace observability data to provide comprehensive reporting—highlighting which running containers have undergone Snyk Container scans.

AWS 267
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Nine ways technology executives can get significant business value with the right observability platform

Dynatrace

I also have the privilege of being “customer zero” for our platform, which enables me to continually discover where Dynatrace can deliver on more use cases to drive my team’s productivity and innovation. Optimizing costs is a proven way to free up budgets for innovation. Change is my only constant.

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Dynatrace supports SnapStart for Lambda as an AWS launch partner

Dynatrace

For AWS Lambda, the largest contributor to startup latency is the time spent initializing an execution environment, which includes loading function code and initializing dependencies. With SnapStart enabled, function code is initialized once when a function version is published. Built for enterprise scalability. What is Lambda?

Lambda 229
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Accelerate and empower Site Reliability Engineering with Dynatrace observability

Dynatrace

Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient. This improves the current project and paves the way for future innovation. However, this is highly unlikely.