Time Series
How vmstorage Turns Raw Metrics into Organized History
This article walks through how data flows from collection to storage, explaining how vmstorage processes incoming metrics, assigns unique IDs to time series, and organizes everything into different types of storage parts. The whole system is pretty clever - it uses in-memory buffers for speed, smart compression to save space, and has various watchdogs keeping an eye on things like disk space and data retention.
The Rise of Open Source Time Series Databases
Time series databases are essential tools in any software engineer’s toolbelt. Their development has been shaped by user needs and countless open source contributors, leading to the healthy ecosystem of options we see today. In this article, you’ll see how time series databases came about, and why so many are open source.
VictoriaMetrics Cloud reduces monitoring costs by 5x
We’re happy to announce VictoriaMetrics Cloud, a hosted monitoring platform and managed service for metrics that allows organizations to monitor and store large amounts of time-series data, without having to run the underlying infrastructure.
What’s new in VictoriaMetrics 2021?
With more than 20 new releases of VictoriaMetrics published during 2021, a features roundup seemed appropriate. This blog walks you through the key VM features released in 2021.