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Sustainable IT: Optimize your hybrid-cloud carbon footprint

Dynatrace

If you’re running your own data center, you can start powering it with green energy purchased through your utility company. The complication with this approach is that your energy bill will likely increase. Next, we consider possible energy savings in the data center. So you’ll have to look elsewhere for energy savings!”

Cloud 264
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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). Emerging architectures that shorten the path length, e.g. edge caching and computing, may also confine the latency. Energy Consumption. SIGCOMM’20. Application performance.

Energy 130
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Dynatrace accelerates business transformation with new AI observability solution

Dynatrace

The RAG process begins by summarizing and converting user prompts into queries that are sent to a search platform that uses semantic similarities to find relevant data in vector databases, semantic caches, or other online data sources. But energy consumption isn’t limited to training models—their usage contributes significantly more.

Cache 276
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Performance Hero: Annie Sullivan

Speed Curve

Of course writes were much less common than reads, so I added a caching layer for reads, and that did the trick. So in addition to all the optimization work we did for Google Docs, I got to spend a lot of time and energy working on the measurement problem: how can we get end-to-end latency numbers?

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Implementing AWS well-architected pillars with automated workflows

Dynatrace

Storing frequently accessed data in faster storage, usually in-memory caching, improves data retrieval speed and overall system performance. Beyond A study by Amazon found that increasing page load time by just 100 milliseconds costs 1% in sales.  Beyond efficiency, validating performance thresholds is also crucial for revenues.

AWS 305
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A New Pattern For The Jamstack: Segmented Rendering

Smashing Magazine

However, it’s not energy-efficient to render the article for each and every request. The “stale-while-revalidate” cache control strategy can reduce the TTFB issue by serving a cached version of the page until it’s updated. Website personalization is a hot topic, sadly adversarial to performance and energy consumption.

Cache 127
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How To Add eBPF Observability To Your Product

Brendan Gregg

cachestat File system cache statistics line charts. Your energies may be better spent creating something new, on top of what exists, than porting something old. Here are the top ten tools you can run and present as a generic BPF observability dashboard, along with suggested visualizations: Tool Shows Visualization.

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