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Cloud cost optimization: Dynatrace helps organizations manage cloud cost

Dynatrace

Architecture. To discover why EBS usage was growing in relation to the Dynatrace architecture, the team used Dynatrace Query Language (DQL) and instrumentation notebooks to determine what processes were using the resources. The organization has already met its commitment to switch to 100% renewable energy. Utilization.

Cloud 219
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Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption

The Morning Paper

Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption , Xu et al., energy consumption). Coverage is assessed with a walk-test (4-5km/h) over all road segments on the campus, monitoring the physical-layer information from both 5G and 4G at each location. Energy Consumption.

Energy 130
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Boosted race trees for low energy classification

The Morning Paper

Boosted race trees for low energy classification Tzimpragos et al., We don’t talk about energy as often as we probably should on this blog, but it’s certainly true that our data centres and various IT systems consume an awful lot of it. We can execute those tests in parallel rather than sequentially. An end-to-end architecture.

Energy 52
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Building a Media Understanding Platform for ML Innovations

The Netflix TechBlog

Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. We build creator tooling to enable these colleagues to focus their time and energy on creativity. Unfortunately, much of their energy goes into labor-intensive pre-work. Artists and video editors must create them.

Media 291
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Detecting Speech and Music in Audio Content

The Netflix TechBlog

One of the fundamental issues encountered during the annotation of our manually-labeled TVSM-test set, was the definition of music and speech. We adapted the SOTA convolutional recurrent neural network ( CRNN ) architecture to accommodate our requirements for input/output dimensionality and model complexity.

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Dynatrace accelerates business transformation with new AI observability solution

Dynatrace

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications. This is equivalent to driving 123 gas-powered cars for a whole year.

Cache 212
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What is a Distributed Storage System

Scalegrid

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. This strategy reduces the volume needed during retrieval operations.

Storage 130