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Graphite vs NetData: What are the differences?
# Introduction
Key Differences between Graphite and NetData:
1. **Data Storage**: Graphite stores its data in fixed-size, pre-allocated files on disk which can lead to inefficiencies when dealing with huge amounts of data. On the other hand, NetData uses an in-memory database for real-time metrics storage, offering higher performance and faster access to data.
2. **Scalability**: Graphite may face scalability issues due to its reliance on the Whisper time-series database for storing metrics. In contrast, NetData is designed to be highly scalable, capable of handling large volumes of metrics across distributed systems without compromising performance.
3. **Ease of Installation**: NetData provides a straightforward installation process with no dependencies, enabling users to quickly set up monitoring for their systems. Graphite, on the other hand, requires additional components such as Carbon and Grafana, making the installation process more complex.
4. **Visualization Capabilities**: Graphite offers advanced graphing capabilities and customizable dashboards through integration with tools like Grafana. NetData, on the other hand, provides real-time visualizations out of the box, making it easier for users to monitor system metrics without the need for additional configuration.
5. **Monitoring Approach**: Graphite focuses primarily on long-term storage and graphing of historical data, making it ideal for trend analysis and capacity planning. NetData, on the other hand, emphasizes real-time monitoring and alerting, allowing users to quickly identify and respond to performance issues as they occur.
6. **Community Support**: Graphite has a well-established community with a rich ecosystem of plugins and extensions, offering flexibility in customizing monitoring solutions. While NetData also has a growing community, it may have fewer third-party integrations compared to Graphite due to its relative novelty in the monitoring space.
In Summary, Graphite and NetData differ in their approach to data storage, scalability, ease of installation, visualization capabilities, monitoring focus, and community support.
Advice on Graphite and Netdata
Susmita Meher
Senior SRE at African Bank · | 4 upvotes · 783.3K views
Looking for a tool which can be used for mainly dashboard purposes, but here are the main requirements:
- Must be able to get custom data from AS400,
- Able to display automation test results,
- System monitoring / Nginx API,
- Able to get data from 3rd parties DB.
Grafana is almost solving all the problems, except AS400 and no database to get automation test results.
Replies (1)
Sakti Behera
Technical Specialist, Software Engineering at AT&T · | 3 upvotes · 568.6K views
You can look out for Prometheus Instrumentation (https://prometheus.io/docs/practices/instrumentation/) Client Library available in various languages https://prometheus.io/docs/instrumenting/clientlibs/ to create the custom metric you need for AS4000 and then Grafana can query the newly instrumented metric to show on the dashboard.
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Learn MorePros of Graphite
Pros of Netdata
Pros of Graphite
- Render any graph16
- Great functions to apply on timeseries9
- Well supported integrations8
- Includes event tracking6
- Rolling aggregation makes storage managable3
Pros of Netdata
- Free17
- Easy setup14
- Graphs are interactive12
- Montiors datasbases9
- Well maintained on github9
- Monitors nginx, redis, logs8
- Can submit metrics to Time Series databases4
- Open source3
- Easy Alert Setop2
- Netdata is also a statsd server2
- Written in C1
- GPLv31
- Zabbix0
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- No public GitHub repository available -
What is Graphite?
Graphite does two things: 1) Store numeric time-series data and 2) Render graphs of this data on demand
What is Netdata?
Netdata collects metrics per second & presents them in low-latency dashboards. It's designed to run on all of your physical & virtual servers, cloud deployments, Kubernetes clusters & edge/IoT devices, to monitor systems, containers & apps
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What are some alternatives to Graphite and Netdata?
Grafana
Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.
Graphene
Graphene is a Python library for building GraphQL schemas/types fast and easily.
Pencil
A web application microframework for Rust
Prometheus
Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.
Kibana
Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.