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For your eyes only: improving Netflix video quality with neural networks

The Netflix TechBlog

Recently, we added another powerful tool to our arsenal: neural networks for video downscaling. In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. How can neural networks fit into Netflix video encoding?

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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. As a result, the team found that cloud architecture had resulted in overprovisioning of resources.

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Business observability: From IT monitoring to driving digital transformation

Dynatrace

The journey toward business observability Traditional IT monitoring that relies on a multitude of tools to collect, index, and correlate logs from IT infrastructure, networks, applications, and security systems is no longer effective at supporting the need of the wider organization for business insights. Agility and innovation.

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Why business resiliency depends on unified observability and security

Dynatrace

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. Software performance can be compromised in many ways, including software bugs, cyberattacks, overwhelming demand, backup failures, network issues, and human error.

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How Do You Improve Network Agility?

DZone

What Is Network Agility? Network Agility — the volume of change in the network over a period of time — the capability for software and hardware components to automatically configure and control itself in a complex networking ecosystem.

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Charting the course for automation and AI for federal agencies

Dynatrace

“The Office of Management and Budget (OMB) is seeking to make certifications easier, and agencies will probably see a faster pace of authorizations in the second quarter of calendar year 2024,” said Ross Nodurft, policy expert and executive director of the Alliance for Digital Innovation. As with Star Trek, ZT will be an ongoing voyage.

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

Dynatrace

Software automation enables digital supply chain stakeholders — such as digital operations, DevSecOps, ITOps, and CloudOps teams — to orchestrate resources across the software development lifecycle to bring innovative, high-quality products and services to market faster. What is software analytics? Applications and microservices monitoring.

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