Cloud & Networking
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You're reading from  Mastering Prometheus

Product typeBook
Published inApr 2024
PublisherPackt
ISBN-139781805125662
Edition1st Edition
Concepts
DevOps
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Author (1)
William Hegedus
William Hegedus
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William Hegedus

William Hegedus has worked in tech for over a decade in a variety of roles, culminating in site reliability engineering. He developed a keen interest in Prometheus and observability technologies during his time managing a 24/7 NOC environment and eventually became the first SRE at Linode, one of the foremost independent cloud providers. Linode was acquired by Akamai Technologies in 2022, and now Will manages a team of SREs focused on building the internal observability platform for Akamai's Connected Cloud. His team is responsible for a global fleet of Prometheus servers spanning over two dozen data centers and ingesting millions of data points every second, in addition to operating a suite of other observability tools. Will is an open source advocate and contributor who has contributed code to Prometheus, Thanos, and many other CNCF projects related to Kubernetes and observability. He lives in central Virginia with his wonderful wife, four kids, three cats, two dogs, and a bearded dragon.
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Using VictoriaMetrics

VictoriaMetrics is one of the most popular and established options for the remote storage of Prometheus metrics. In fact, some people and projects use VictoriaMetrics as a drop-in replacement for Prometheus since it supports directly scraping targets via its vmagent component and is mostly compatible with the Prometheus configuration file (it lacks support for the remote_write, remote_read, rule_files, and alerting sections).

One of the primary reasons that people choose VictoriaMetrics as their remote storage destination is its resource efficiency. In a head-to-head benchmark against Prometheus, VictoriaMetrics boasts seven times the reduction in disk space (~0.3 bytes per sample vs. ~2.1 bytes) and five times the reduction in memory (~4.3GB of RAM vs. ~23GB) for the same amount of time series and samples (2.8 million active time series and 280,000 samples/sec) in their benchmark, published at https://valyala.medium.com/prometheus-vs-victoriametrics-benchmark...

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Mastering Prometheus
Published in: Apr 2024Publisher: PacktISBN-13: 9781805125662
© 2024 Packt Publishing Limited All Rights Reserved

Author (1)

author image
William Hegedus

William Hegedus has worked in tech for over a decade in a variety of roles, culminating in site reliability engineering. He developed a keen interest in Prometheus and observability technologies during his time managing a 24/7 NOC environment and eventually became the first SRE at Linode, one of the foremost independent cloud providers. Linode was acquired by Akamai Technologies in 2022, and now Will manages a team of SREs focused on building the internal observability platform for Akamai's Connected Cloud. His team is responsible for a global fleet of Prometheus servers spanning over two dozen data centers and ingesting millions of data points every second, in addition to operating a suite of other observability tools. Will is an open source advocate and contributor who has contributed code to Prometheus, Thanos, and many other CNCF projects related to Kubernetes and observability. He lives in central Virginia with his wonderful wife, four kids, three cats, two dogs, and a bearded dragon.
Read more about William Hegedus

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