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Grafana VS .NET for Apache Spark

Compare Grafana VS .NET for Apache Spark and see what are their differences

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Grafana logo Grafana

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

.NET for Apache Spark logo .NET for Apache Spark

.NET for Apache Spark™ provides C# and F# language bindings for the Apache Spark distributed data analytics engine. Supported on Linux, macOS, and Windows.
  • Grafana Landing page
    Landing page //
    2023-10-21
  • .NET for Apache Spark Landing page
    Landing page //
    2023-05-23

Grafana

Website
grafana.com
$ Details
Release Date
2014 January
Startup details
Country
United States
State
New York
City
New York
Founder(s)
Anthony Woods
Employees
100 - 249
Edit details

.NET for Apache Spark

Website
dotnet.microsoft.com
$ Details
-
Release Date
-
Edit details

Grafana features and specs

  • Customizable Dashboards
    Grafana provides highly customizable and flexible dashboards, allowing users to create and arrange panels in a way that best represents their metrics and data.
  • Wide Range of Data Sources
    Grafana supports numerous data sources including Prometheus, Elasticsearch, Graphite, AWS CloudWatch, and more, making it versatile and adaptable to various data environments.
  • Rich Plugin Ecosystem
    The platform offers a rich ecosystem of plugins for data visualization, data sources, and apps, enabling users to extend its functionality to suit specific needs.
  • Open Source
    As an open-source tool, Grafana is free to use and customize, allowing organizations to tailor it to their specific requirements without licensing costs.
  • Alerting System
    Grafana comes with a powerful alerting system that can notify users about important events through various channels like email, Slack, and PagerDuty.
  • Community and Support
    Grafana has a large and active community, providing extensive documentation, forums, and tutorials to help users solve issues and improve their dashboards.

Possible disadvantages of Grafana

  • Learning Curve
    The extensive customization features and numerous data sources can be overwhelming for new users, leading to a steep learning curve.
  • Performance Issues with Large Datasets
    When dealing with very large datasets or high-cardinality data, performance issues can arise, requiring additional tuning or more powerful infrastructure.
  • Limited Built-in Data Storage
    Grafana itself does not store data; it relies on external data sources. This could necessitate using additional services or infrastructure for data storage.
  • Complex Setup for Alerting
    Setting up and managing the alerting system can be complicated, especially for users who are not familiar with monitoring and alerting concepts.
  • Dependence on External Data Sources
    The effectiveness of Grafana depends heavily on the quality and stability of the external data sources it connects to, which can be a point of failure.
  • Cost for Enterprise Features
    While the open-source version is free, advanced features and support are available only in the paid enterprise version, which could be costly for some organizations.

.NET for Apache Spark features and specs

No features have been listed yet.

Grafana videos

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Grafana vs Kibana | Beautiful data graphs and log analysis systems

More videos:

  • Review - Business Dashboards with Grafana and MySQL
  • Review - Grafana Labs 2019 Year in Review

.NET for Apache Spark videos

No .NET for Apache Spark videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Grafana and .NET for Apache Spark)

Grafana

.NET for Apache Spark

Monitoring Tools
100 100%
Monitoring Tools
0% 0
PHP Web Framework
0 0%
PHP Web Framework
100% 100
Data Dashboard
100 100%
Data Dashboard
0% 0
Data Integration
0 0%
Data Integration
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Grafana and .NET for Apache Spark

Grafana Reviews

Self Hosting Like Its 2025
If you’re looking for straightforward monitoring and the thought of setting up a full Zabbix or Grafana stack seems daunting, this software is a real lifesaver. With just one deployment, you can monitor your services and receive notifications through a wide variety of channels including…
Source: kiranet.org
Top 10 Grafana Alternatives in 2024
Middleware is one such Grafana alternative that offers robust data monitoring and visualization capabilities at affordable prices. Though it’s commercial, unlike Grafana, its rich feature set ensures accommodating your present and future business needs.
Source: middleware.io
Top 11 Grafana Alternatives & Competitors [2024]
Are you looking for Grafana alternatives? Then you have come to the right place. Grafana started as a data visualization tool. It slowly evolved into a tool that can take data from multiple data sources for visualization. For observability, Grafana offers the LGTM stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics). You need to configure...
Source: signoz.io
10 Best Grafana Alternatives [2023 Comparison]
For this reason, many have set out in search of Grafana alternatives. Since you’ve landed yourself here, I’m guessing that you’re one of those people. Fear not! We’ve put together a comprehensive list of the 10 best Grafana alternatives out there today.
Source: sematext.com
Top 10 Tableau Open Source Alternatives: A Comprehensive List
When it comes to visualization, Grafana is a great tool for visualizing time series data with support for various databases including Prometheus, InfluxDB, and Graphite. It is also compatible with relational databases such as MySQL and Microsoft SQL Server. While Tableau can do the same thing, Grafana’s open-source status allows the users to add additional data sources and...
Source: hevodata.com

.NET for Apache Spark Reviews

We have no reviews of .NET for Apache Spark yet.
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Social recommendations and mentions

Based on our record, Grafana seems to be a lot more popular than .NET for Apache Spark. While we know about 238 links to Grafana, we've tracked only 3 mentions of .NET for Apache Spark. 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.

Grafana mentions (238)

  • Send Node.js logs from Docker to Grafana Cloud with Alloy
    Navigate to Grafana Cloud and sign up or log in. In the sidebar, select Connections → Add new connection, select Loki. This is the place that prompts you to set up your Loki connection and allows you to generate an access token for Alloy. - Source: dev.to / 18 days ago
  • Monitoring API Requests and Responses for System Health
    Prometheus + Grafana: Open-source tools that offer maximum flexibility without ongoing licensing costs—ideal for teams willing to manage their own infrastructure and configuration. - Source: dev.to / 21 days ago
  • How to Optimize Your Fintech API in 2025: A Guide
    Prometheus: This open-source monitoring solution pairs with Grafana for powerful custom visualization of exactly what matters to your business. - Source: dev.to / 21 days ago
  • Monitoring Docker Hub limits with Prometheus
    Grafana Is used to visualize metrics, logs, traces, and by the time you read this probably other things 😄. - Source: dev.to / 23 days ago
  • 3 Types of Chaos Experiments and How To Run Them
    Utilize monitoring solutions like Prometheus, Grafana, or Datadog to monitor how services communicate under normal and failure conditions. Service meshes like Istio or Linkerd can provide detailed insights without changing your application code. - Source: dev.to / 25 days ago
View more

.NET for Apache Spark mentions (3)

  • Debug dotnet Spark using Databricks-connect
    I assume you are talking about this https://dotnet.microsoft.com/en-us/apps/data/spark. Source: over 2 years ago
  • Microsoft Announces new Scalable Machine Learning Library for .NET
    Good question! The API and the authoring experience is .NET, but the backend is Apache Spark which is built on the JVM. We use the .NET for Apache Spark to do the parallization. Source: almost 3 years ago
  • Microsoft Announces new Scalable Machine Learning Library for .NET
    Yes that's correct. SynapseML builds on top of the Apache Spark for .NET project which provides .NET support for the Apache Spark distributed computing framework. Apache Spark is written in Scala (a language on the JVM) but has language bindings in Python, R, .NET and other languages. This release adds full .NET language support for all of the models and learners in the SynapseML library so you can author... Source: almost 3 years ago

What are some alternatives?

When comparing Grafana and .NET for Apache Spark, you can also consider the following products

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

Apache Flume - Apache Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

Vertica - Vertica is a grid-based, column-oriented database designed to manage large, fast-growing volumes of...

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

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

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