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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. Processing took several hours to complete. Here is a visualization of this flow.

Media 291
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Site reliability engineering: Six SRE trends to unleash DevOps innovation

Dynatrace

By applying software engineering principles to operations and infrastructure practices, SRE enables organizations to streamline and automate IT processes. In order to unleash the innovation organizations need to evolve their SRE approaches. Embrace experimentation and unleash exciting innovation.

DevOps 147
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DevOps automation: We’re only halfway there

Dynatrace

Digital transformation has significantly increased the organizational demand to innovate faster. But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. The report describes the various benchmarks that constitute each stage in depth.

DevOps 214
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What is software automation? Optimize the software lifecycle with intelligent automation

Dynatrace

This, in turn, accelerates the need for businesses to implement the practice of software automation to improve and streamline processes. Automate DevOps pipelines to create better software faster to free up critical DevOps and IT time for new initiatives and innovation. Automate DevSecOps processes at scale.

Software 196
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IT carbon footprint: Dynatrace Carbon Impact and Optimization app helps organizations measure cloud computing carbon footprint

Dynatrace

The growing adoption of innovations like generative AI, based on large-language models (LLMs), will only increase demand for cloud computing. Given the benefits of these innovations, organizations can’t afford to pull back on their efforts to build AI and shift more workloads to the cloud.

Energy 242
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Cybersecurity Awareness Month 2023: Key themes and best practices for protecting against cyberthreats

Dynatrace

Using vulnerability management, DevSecOps automation, and attack detection and blocking in your application security process can proactively improve your organization’s overall security posture. Vulnerability management Vulnerability management is the process of identifying, prioritizing, rectifying, and reporting software vulnerabilities.

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What is FinOps? How to keep cloud spend in check

Dynatrace

Additionally, include benchmarks for stakeholders and best practices that support the anticipated growth of the organization as a whole. Aligning technology and finance teams Engineers focus on cloud computing, innovation, and moving workloads to the cloud, while finance teams focus on minimizing costs. FinOps company culture.

Cloud 205