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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. Maintaining disparate systems posed a challenge. Processing took several hours to complete.

Media 291
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State and local agencies speed incident response, reduce costs, and focus on innovation

Dynatrace

With constraints on IT resources, downtime shifts staff away from innovation and other strategic work. By detecting errors and bugs before they’re deployed to production, we save money on development and testing and better serve the citizens of our state.” Those hours spent troubleshooting can be spent innovating,” Smith continued.

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The path to achieving unprecedented productivity and software innovation through ChatGPT and other generative AI

Dynatrace

GPT (generative pre-trained transformer) technology and the LLM-based AI systems that drive it have huge implications and potential advantages for many tasks, from improving customer service to increasing employee productivity. Combining causal AI and generative AI will eventually give rise to the next phase of GPT-powered innovation.

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The value of open platforms: How an open software intelligence platform accelerates innovation

Dynatrace

Software should forward innovation and drive better business outcomes. But legacy, custom software can often prevent systems from working together, ultimately hindering growth. Conversely, an open platform can promote interoperability and innovation. Data supports this need for organizations to flex and modernize.

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What is a Distributed Storage System

Scalegrid

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage 130
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Site reliability engineering: Six SRE trends to unleash DevOps innovation

Dynatrace

In order to unleash the innovation organizations need to evolve their SRE approaches. SREs improve the reliability of production systems, and reducing mean-time-to-repair (MTTR) is their top priority. They understand what it takes to build systems that can scale from 10 users to 1,000, or from 1 million to 10 million users.

DevOps 147
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What is an A/B Test?

The Netflix TechBlog

Martin Tingley with Wenjing Zheng , Simon Ejdemyr , Stephanie Lane , and Colin McFarland This is the second post in a multi-part series on how Netflix uses A/B tests to inform decisions and continuously innovate on our products. An A/B test is a simple controlled experiment. Figure 2: A simple A/B test. Let’s say?—?this

Testing 245