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Netflix Atlas

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Alerting
Atlas's documented common API includes Holt-Winters for alerting.netflix.github.io · read 11 Oct 2026
Backend queries
Atlas's query layer can combine views across backends and distribute query and aggregation operations across a hierarchy.netflix.github.io · read 11 Oct 2026
CloudWatch
The overview says Netflix wanted common query capability for data from third-party services such as CloudWatch.netflix.github.io · read 11 Oct 2026
Data retention
The documented Netflix policy keeps all data for under six hours, rolls up older data, and uses an explicit whitelist for older-than-16-day data.netflix.github.io · read 11 Oct 2026
Graph access
Atlas graph images can be accessed using a GET request and embedded or linked from other resources.netflix.github.io · read 11 Oct 2026
Historical storage
The documentation says data is flushed to long-term storage in S3, with Hadoop used for corrective merging, reports, and rollups.netflix.github.io · read 11 Oct 2026
Instrumentation
The documentation points developers to Spectator for instrumenting their own code.netflix.github.io · read 11 Oct 2026
Integrations
The overview says Netflix wanted common query capability for third-party services such as CloudWatch.netflix.github.io · read 11 Oct 2026
Intended use
The documentation describes Atlas as a system for operational insight into what is currently happening within a system.netflix.github.io · read 11 Oct 2026
License
The repository states that Atlas is licensed under the Apache License, Version 2.0.github.com · read 11 Oct 2026
Memory tradeoff
The documentation says Atlas stores most data in memory, which is expensive as data volume grows.netflix.github.io · read 11 Oct 2026
Purpose
Atlas manages dimensional time-series data for near-real-time operational insight.netflix.github.io · read 11 Oct 2026
Query features
The stack language supports querying, aggregation, time consolidation, math, boolean operations, and graph settings.netflix.github.io · read 11 Oct 2026
Query language
Atlas uses a URL-friendly stack language for encoding graph expressions and supports query, aggregation, consolidation, math, Boolean, and graph-setting operations.netflix.github.io · read 11 Oct 2026
Query layer
Atlas has a hierarchically composable query layer designed to support different backends and merged views across backends.netflix.github.io · read 11 Oct 2026
Resilience
Netflix's internal deployment uses multiple mirrors for its six-hour clusters so data is replicated and an instance can be lost.netflix.github.io · read 11 Oct 2026
Retention limits
Netflix's described internal policy keeps all data under six hours, rolls up older data, and uses an explicit whitelist for data older than 16 days.netflix.github.io · read 11 Oct 2026
Scale
Atlas was designed to scale with the hardware used to analyze and store its data.netflix.github.io · read 11 Oct 2026

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