November 8-9, 2022 | Munich, Germany
Chronosphere is excited to participate in this year’s PromCon EU, an event that aims to connect Prometheus users and developers from around the world in order to exchange knowledge, best practices, and experience gained around using Prometheus.
Centralized vs. decentralized – How DoorDash collects Prometheus metrics
Tuesday, November 8th | 15:45 CET
There are two primary approaches to scrape and collect metrics using Prometheus – using a centralized set of dedicated scrapers or decentralized scrapers that run as an agent. With centralized scraping, Prometheus is deployed as a central scraper to pull metrics from all discoverable endpoints and sometimes can be split across multiple centralized instances using a few different approaches. However, with a decentralized approach, Prometheus runs as an agent, in Kubernetes is deployed as a DaemonSet on each node in a cluster, and only collects metrics from the node it runs on. Each model has pros and cons – especially when operating at large scale – which can make it difficult when deciding which model to use.
In this session, Eric and Ales will provide an overview of Prometheus metrics collection at DoorDash, where having highly reliable resources, easy endpoint discovery, and real-time insights is critical. They will share insights and best practices into DoorDash’s decision to implement a decentralized model by offering pros and cons of each approach. Leave with a better understanding of the “right” model for your use case(s).
Eric D. Schabell is Chronosphere’s Director of Technical Marketing & Evangelism. He’s renowned in the development community as a speaker, lecturer, author, and baseball expert. His current role allows him to coach the next generation of technical marketers & evangelists, helping the world to understand the challenges with cloud native observability. He brings a unique perspective to the stage with a professional life dedicated to sharing his deep expertise in open source technologies and organizations. Follow on https://www.schabell.org.
Ales Koprivnikar is a Senior Sales Engineer at Chronosphere. Prior to Chronosphere, Ales held pre- and post-sales positions at Observe, ThousandEyes, and IBM. For the majority of his career, Ales has focused on the development value chain from the perspective of tooling, development processes and people.
Can’t make it to PromCon EU?
Watch the new documentary film Inside Prometheus: An Open Source System That Changed Technology to learn about the origin, mass adoption, and rise of Prometheus and what has made it the second most adopted project in the CNCF after Kubernetes.