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Observability engineering: Getting Prometheus metrics right for Kubernetes with Dynatrace and Kepler

Dynatrace

To get a more granular look into telemetry data, many analysts rely on custom metrics using Prometheus. Named after the Greek god who brought fire down from Mount Olympus, Prometheus metrics have been transforming observability since the project’s inception in 2012. What is Prometheus?

Metrics 175
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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 205
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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 201
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Sustainability Talks and Updates from AWS re:Invent 2023

Adrian Cockcroft

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint. AWS speaker: T.

AWS 52
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Preliminary Thoughts on the White House Executive Order on AI

O'Reilly

The recent discovery (documented by an exposé in The Atlantic ) that OpenAI, Meta, and others used databases of pirated books, for example, highlights the need for transparency in training data. Operational Metrics. Energy usage and other environmental impacts.

Energy 119
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How Improving Website Performance Can Help Save The Planet

Smashing Magazine

But as it stands, websites are growing ever more obese, which means that the energy demand of the Internet is continuing to grow exponentially. The Green Web Foundation maintains an ever-growing database of web hosts who are either wholly powered by renewable energy or are at least committed to being carbon neutral.

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Misaligned Incentives Fuel Organizational Dysfunctions

Strategic Tech

When there is an incentives mismatch, a lot of energy can be expended. I’ve seen DevOps working best when it is implemented using Platform-as-a-Product guided by Developer Experience metrics like: How quickly can teams spin up a new service and have it deployed to production? How many times per-day is each team deploying to production?