Software Alternatives & Reviews

Apache Mesos VS Netdata

Compare Apache Mesos VS Netdata and see what are their differences

Apache Mesos logo Apache Mesos

Apache Mesos abstracts resources away from machines, enabling fault-tolerant and elastic distributed systems to easily be built and run effectively.

Netdata logo Netdata

Monitor your servers, containers, and applications, in high-resolution and in real-time.
  • Apache Mesos Landing page
    Landing page //
    2018-09-30
  • Netdata Landing page
    Landing page //
    2022-02-16

Netdata collects metrics per second & presents them in low-latency dashboards. It is designed to run on all physical & virtual servers, cloud deployments, Kubernetes clusters, and edge/IoT devices, to monitor your systems, containers & applications.

Scales nicely from a single server to thousands of servers, even in complex multi/mixed/hybrid cloud environments & given enough disk space it can keep your metrics for years.

KEY FEATURES:

💥 Collects metrics from 800+ integrations OS metrics, container metrics, VMs, hardware sensors, apps metrics, OpenMetrics exporters, StatsD & logs.

💪 Real-Time, Low-Latency, High-Resolution All metrics are collected per second & are on the dashboard immediately after data collection. Netdata is fast.

😶‍🌫️ Unsupervised Anomaly Detection Trains multiple ML models for each metric collected & detects anomalies based on the past behavior of each metric individually.

🔥 Powerful Visualization Clear & precise visualization that allows you to quickly understand any dataset, but also to filter, slice & dice the data directly on the dashboard, without the need to learn any query language.

🔔 Out of box Alerts Hundreds of alerts out of the box to detect common issues & pitfalls, revealing issues that can easily go unnoticed. It supports several notification methods to let you know when your attention is needed.

📖 systemd Journal Logs Explorer (BETA - nightly release channel) Provides a systemd journal logs explorer, to view, filter & analyze system & apps logs by directly accessing systemd journal files on individual hosts & infrastructure-wide logs centralization servers.

😎 Low Maintenance Fully automated in every aspect: automated dashboards, out-of-the-box alerts, auto-detection & discovery of metrics, zero-touch ML, easy scalability, high availability &CI/CD friendly.

⭐ Open & Extensible Netdata is a modular platform that can be extended in all possible ways and it also integrates nicely with other monitoring solutions.

Apache Mesos

Categories
  • Developer Tools
  • Containers As A Service
  • DevOps Tools
  • IT Automation
Website mesos.apache.org
Pricing URL-
Details $
Platforms
-
Release Date-

Netdata

Categories
  • Monitoring Tools
  • Performance Monitoring
  • Incident Management
  • Uptime Monitoring
  • Infrastructure Monitoring
  • Cloud Monitoring
  • Developer Tools
  • DevOps Tools
Website netdata.cloud
Pricing URL Official Netdata Pricing
Details $freemium $3.0 / Monthly (Netdata Pro, $3 /Node /mo - Netdata Business, $4 /Node /mo )
Platforms
Linux Docker AWS Azure Mac OSX Cloud Windows Edge NGINX Oracle
Release Date2018-06-13

Apache Mesos features and specs

No features have been listed yet.

Netdata features and specs

  • Dashboards & visualizations: Digestible, intuitive, and visually appealing charts for troubleshooting.
  • Configurable: Zero configuration. Zero maintenance. No preparations. Sane defaults. Auto-detection for all metrics. Immediately usable.
  • Metrics: Netdata collects, stores and visualizes all the metrics available. We almost never filter out metrics. The more metrics, the better.
  • Real time monitoring: Netdata is real-time. It collects all metrics every second and it has a data collection to visualization latency of less than a millisecond.
  • Analytics and Reporting: Detailed analysis on how applications and systems are performing

Apache Mesos videos

Reactive Stream Processing Using Apache Mesos

Netdata videos

Install Netdata on Linux in two minutes

More videos:

  • Tutorial - Netdata's standard dashboard

Category Popularity

0-100% (relative to Apache Mesos and Netdata)
Developer Tools
100 100%
0% 0
Monitoring Tools
0 0%
100% 100
DevOps Tools
100 100%
0% 0
Performance Monitoring
0 0%
100% 100

User comments

Share your experience with using Apache Mesos and Netdata. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Mesos and Netdata

Apache Mesos Reviews

Docker Alternatives
Another Docker alternative is Apache Mesos. This tool is designed to leverage the features of modern kernels in order to carry out functions like resource isolation, prioritization, limiting & accounting. These functions are generally carried out by groups in the Linux or zones in the Solaris. What Mesos does is, it provides isolation for the Memory, I/O devices, file...
Source: www.educba.com

Netdata Reviews

The Best Cacti Monitoring Alternatives
Netdata gives you access to sublime real-time health and performance monitoring for all your systems. The Netdata GitHub community has made its growth abundantly clear throughout its last six years of active development.
10 Best Open Source Monitoring Software for IT Infrastructure
Netdata provides unparalleled real-time health monitoring and performance troubleshooting for systems and applications. Over the past six years of development, Netdata’s GitHub community has been essential to its growth.
Source: geekflare.com
4 Best Open Source Dashboard Monitoring Tools In 2019
“Pull” method : you can set Netdata to run on individual nodes and plug your dashboards directly to it. This way, you can scale your node to your needs and you are not concerned about the scaling of different nodes. Also, storage is scoped to what’s really needed by a particular node thus more efficient;

Social recommendations and mentions

Apache Mesos might be a bit more popular than Netdata. We know about 7 links to it since March 2021 and only 5 links to Netdata. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Mesos mentions (7)

  • Upgrading Hundreds of Kubernetes Clusters
    When we adopted Kubernetes at Criteo, we encountered initial hurdles. In 2018, Kubernetes operators were still new, and there was internal competition from Mesos. We addressed these challenges by validating Kubernetes performance for our specific needs and building custom Chef recipes, StatefulSet hooks, and startup scripts. - Source: dev.to / 22 days ago
  • The 2024 Web Hosting Report
    In the beginning, there was docker. In 2013, building on linux internals, docker packaged containers for mass adoption and made it easy to share a complete runtime environment for an application across the network. Check out their first demo at PyCon 2013 (I was there!) At the time, serious workloads ran on something like Mesos, which was not “container-native” and had its own way of packaging and distributing... - Source: dev.to / 2 months ago
  • World of Containers: Kubernetes vs. Docker
    Distribution of containers to servers, clusters, and data centers Keeping applications up and running with the required number of instances Upgrading applications without downtime These issues are also known as cloud-native characteristics of modern applications. Therefore, a need for container orchestration systems has arisen. There are three leading container orchestrators on the market: Docker Swarm... - Source: dev.to / 9 months ago
  • HelenOS a microkernel-based, multiserver OS from scratch
    Https://mesos.apache.org/ >Apache Mesos abstracts CPU, memory, storage, and other compute resources away from machines. - Source: Hacker News / over 1 year ago
  • Machine Learning Pipelines with Spark: Introductory Guide (Part 1)
    Spark works locally on stand-alone clusters and on Hadoop YARN, Apache Mesos, Kubernetes, and other managed Hadoop platforms. - Source: dev.to / over 1 year ago
View more

Netdata mentions (5)

  • Trying to decide best practices for production environment
    Pros are instant HA and Migration. Cons are huge bandwidth hits. With your 4x1gbe you would be maxed out on replicating those 25 VMs. You wouldn't have anything for users. I have a test lab with 4 nodes, 22cpu 100gbram and 30tb space, using low end stuff, 12hdds. Proxmox, ceph dashboard, (the native ceph dashboard you can turn on), and a netdata.cloud account. So I watch it like a hawk and like to load test. Source: over 1 year ago
  • Ask HN: Reducing the maintenance surface area of hosting a small internal app
    Docker-compose, not k8s. Set up a script to update the OS, pull all your containers and reboot after hours once a week or once a day. Make sure the script specifies non interactive. Set up alerting for low disk space, see https://netdata.cloud or use your own tool. - Source: Hacker News / over 2 years ago
  • What’s your preferred stack?
    There can be some issues if you mix and match elastic versions, wazuh versions, logstash versions. But the documentation guides you very well with matrix of what is and is not compatible. You will want a beefy VM to run it in, I started smaller than I should of, and after running a while it kind of puked on itself, certain things would randomly stop working. After giving it 32GB RAM, plenty of disk 4TB, and 8... Source: over 2 years ago
  • Netdata on MacOS
    $ brew info netdata Netdata: stable 1.29.3 (bottled) Diagnose infrastructure problems with metrics, visualizations & alarms Https://netdata.cloud/ Not installed From: https://github.com/Homebrew/homebrew-core/blob/HEAD/Formula/netdata.rb License: GPL-3.0-or-later ==> Dependencies Build: autoconf ✘, automake ✘, pkg-config ✔ Required: json-c ✘, libuv ✘, lz4 ✘, openssl@1.1 ✔ ==> Caveats To start netdata: brew... Source: over 2 years ago
  • Netdata cloud and data control
    What I know is that each node's data is still primarily stored on the node itself, and I've figured that the Registry used by Netdata cloud stores only URLs and randomly generated UUIDs. So my question is, will any other data be stored outside of my nodes? Does Netdata Cloud have access to my servers 24/7 or only when I got a browser tab with Netdata cloud open? Is there more information on security and data... Source: almost 3 years ago

What are some alternatives?

When comparing Apache Mesos and Netdata, you can also consider the following products

Kubernetes - Kubernetes is an open source orchestration system for Docker containers

Zabbix - Track, record, alert and visualize performance and availability of IT resources

BOINC - BOINC is an open-source software platform for computing using volunteered resources

Grafana - Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases

Charity Engine - Charity Engine takes enormous, expensive computing jobs and chops them into 1000s of small pieces...

Prometheus - An open-source systems monitoring and alerting toolkit.