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Telemetry is a process of automated collecting and transmitting of measured data to gain insights, monitor and optimize performance. By gathering and analyzing data from network devices, platforms or services, it helps businesses make informed decisions and proactively address occurring issues.

Thumbnail of an article about The crucial role of machine learning metadata and its influence on content embeddings
OBSERVABILITY

The crucial role of machine learning metadata and its influence on content embeddings

Explore the realm of content embeddings, a crucial concept in machine learning that transforms complex data into a format that machines can efficiently process. Through improving data quality, providing contextual relevance, and enabling feature engineering, metadata is shown to be a crucial element in the development of advanced AI systems.
Katarzyna Hewelt

Katarzyna Hewelt

on Apr 9, 2024
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OBSERVABILITY

OpenTelemetry for reliability and control: Aperture

With the rise of cloud computing it became easier to create complicated distributed systems based on microservices. With this came the need to monitor the statuses of the deployed services and many tools and technologies were created to do that.
Daria Bialobrzeska

Daria Bialobrzeska

on Dec 29, 2023
Thumbnail of an article about Introduction to network telemetry
OBSERVABILITY
NETWORKS

Introduction to network telemetry

You may have already heard about network telemetry, but you are not sure you understand well enough what exactly is behind it. If that's the case, you'll find the right explanation in this article. The term "network telemetry" can be understood in different ways. Over the years, it was not completely clear for everyone. Following the RFC 9232, you will come across the following understanding of the terms "network telemetry" and "telemetry data"- “Network telemetry is a technology for gaining network insight and facilitating efficient and automated network management.
Paweł Parol

Paweł Parol

on Feb 2, 2023
Thumbnail of an article about In-band network telemetry — what is it all about?
OBSERVABILITY
NETWORKS

In-band network telemetry — what is it all about?

In-band network telemetry is one concept from a wide range of available solutions for network telemetry. If you want to know what this approach is all about and how it has been adopted so far, please read on. Over the years, a wide variety of protocols, methods, and tools have been developed for network telemetry. These solutions are quite diverse and are used depending on the specific context and needs. Some time ago, one more concept appeared on the map: in-band network telemetry. The approach here is to gather so-called telemetry metadata for packets traversing network segments.
Multiple authors

Multiple authors

on Jan 30, 2023

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