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Building Resilient Public Networking on AWS: Part 4

Xebia

One of the key differences between the approach in this post and the previous one is that here, the Application Load Balancers (ALBs) are private, so the only element exposed directly to the Internet is the Global Accelerator and its Edge locations. Fewer hops on the Internet result in better and more consistent response times.

AWS 130
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Network topologies – A series: Part 1

Xebia

This setup will adopt the usage of cloud load balancing, auto scaling and managed SSL certificates. External IP-address Because your machine will need to be accessible from the public internet, it requires an external IP-address assigned. This MIG will act as the backend service for our load balancer.

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Azure Virtual Machine Tutorial

The Crazy Programmer

Good Internet Connection. In simple words, If we use a Computer machine over the internet which has its own infrastructure i.e. RAM, ROM, CPU, OS and it acts pretty much like your real computer environment where you can install and run your Softwares. All you need is an internet connection to use that machine. Management.

Azure 249
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Better CloudWatch Metrics in Honeycomb with the OpenTelemetry Collector

Honeycomb

CloudWatch metrics can be a very useful source of information for a number of AWS services that dont produce telemetry as well as instrumented code. There are also a number of useful metrics for non-web-request based functions, like metrics on concurrent database requests. scheme: "internet-facing" alb.ingress.kubernetes.io/target-type:

Metrics 52
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Optimize hosting DeepSeek-R1 distilled models with Hugging Face TGI on Amazon SageMaker AI

AWS Machine Learning - AI

Additionally, SageMaker endpoints support automatic load balancing and autoscaling, enabling your LLM deployment to scale dynamically based on incoming requests. TGI will then retrieve and deploy the model weights from S3, eliminating the need for internet downloads during each deployment. xlarge across all metrics.

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What Is a Telemetry Pipeline?

Honeycomb

In a simple deployment, an application will emit spans, metrics, and logs which will be sent to api.honeycomb.io This also adds the blue lines, which denote metrics data. The metrics are periodically emitted from applications that don’t contribute to traces, such as a database. and show up in charts.

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Moving to the Cloud: Exploring the API Gateway to Success

Daniel Bryant

Most successful organizations base their goals on improving some or all of the DORA or Accelerate metrics. DORA metrics are used by DevOps teams to measure their performance and find out whether they are “low performers” to “elite performers.” You want to maximize your deployment frequency while minimizing the other metrics.