OpenTSDB VS Druid

Compare OpenTSDB vs Druid and see what are their differences.

OpenTSDB

A scalable, distributed Time Series Database. (by OpenTSDB)

Druid

Apache Druid: a high performance real-time analytics database. (by apache)
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OpenTSDB Druid
1 25
4,996 13,430
0.2% 0.4%
3.5 9.9
7 days ago 6 days ago
Java Java
GNU Lesser General Public License v3.0 only Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

OpenTSDB

Posts with mentions or reviews of OpenTSDB. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-06.

Druid

Posts with mentions or reviews of Druid. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-01.
  • System Design: Databases and DBMS
    12 projects | dev.to | 1 May 2024
    Apache Druid
  • How to choose the right type of database
    15 projects | dev.to | 28 Feb 2024
    Apache Druid: Focused on real-time analytics and interactive queries on large datasets. Druid is well-suited for high-performance applications in user-facing analytics, network monitoring, and business intelligence.
  • Choosing Between a Streaming Database and a Stream Processing Framework in Python
    10 projects | dev.to | 10 Feb 2024
    Online analytical processing (OLAP) databases like Apache Druid, Apache Pinot, and ClickHouse shine in addressing user-initiated analytical queries. You might write a query to analyze historical data to find the most-clicked products over the past month efficiently using OLAP databases. When contrasting with streaming databases, they may not be optimized for incremental computation, leading to challenges in maintaining the freshness of results. The query in the streaming database focuses on recent data, making it suitable for continuous monitoring. Using streaming databases, you can run queries like finding the top 10 sold products where the “top 10 product list” might change in real-time.
  • Show HN: The simplest tiny analytics tool – storywise
    3 projects | news.ycombinator.com | 18 Jul 2023
    https://github.com/apache/druid

    It's always a question of tradeoffs.

    The awesome-selfhosted project has a nice list of open-source analytics projects. It's really good inspiration to dig into these projects and find out about the technology choices that other open-source tools in the space have made.

  • Analysing Github Stars - Extracting and analyzing data from Github using Apache NiFi®, Apache Kafka® and Apache Druid®
    8 projects | dev.to | 11 Jan 2023
    Spencer Kimball (now CEO at CockroachDB) wrote an interesting article on this topic in 2021 where they created spencerkimball/stargazers based on a Python script. So I started thinking: could I create a data pipeline using Nifi and Kafka (two OSS tools often used with Druid) to get the API data into Druid - and then use SQL to do the analytics? The answer was yes! And I have documented the outcome below. Here’s my analytical pipeline for Github stars data using Nifi, Kafka and Druid.
  • Apache Druid® - an enterprise architect's overview
    1 project | dev.to | 15 Dec 2022
    Apache Druid is part of the modern data architecture. It uses a special data format designed for analytical workloads, using extreme parallelisation to get data in and get data out. A shared-nothing, microservices architecture helps you to build highly-available, extreme scale analytics features into your applications.
  • Real Time Data Infra Stack
    15 projects | dev.to | 4 Dec 2022
    Apache Druid
  • When you should use columnar databases and not Postgres, MySQL, or MongoDB
    5 projects | dev.to | 25 Oct 2022
    But then you realize there are other databases out there focused specifically on analytical use cases with lots of data and complex queries. Newcomers like ClickHouse, Pinot, and Druid (all open source) respond to a new class of problem: The need to develop applications using endpoints published on analytical queries that were previously confined only to the data warehouse and BI tools.
  • Druids by Datadog
    6 projects | news.ycombinator.com | 20 Sep 2022
    Datadog's product is a bit too close to Apache Druid to have named their design system so similarly.

    From https://druid.apache.org/ :

    > Druid unlocks new types of queries and workflows for clickstream, APM, supply chain, network telemetry, digital marketing, risk/fraud, and many other types of data. Druid is purpose built for rapid, ad-hoc queries on both real-time and historical data.

  • Mom at 54 is thinking about coding and a complete career shift. Thoughts?
    2 projects | /r/cscareerquestions | 18 Sep 2022
    Maybe rare for someone to be seeking their first coding job at that age. But plenty of us are in our 50s or older and still coding up a storm. And not necessarily ancient tech or anything. My current project exposes analytics data from Apache Druid and Cassandra via Go microservices hosted in K8s.

What are some alternatives?

When comparing OpenTSDB and Druid you can also consider the following projects:

InfluxDB - Scalable datastore for metrics, events, and real-time analytics

iced - A cross-platform GUI library for Rust, inspired by Elm

prometheus - The Prometheus monitoring system and time series database.

Apache Cassandra - Apache Cassandra®

cube.js - 📊 Cube — The Semantic Layer for Building Data Applications

Scylla - NoSQL data store using the seastar framework, compatible with Apache Cassandra

Apache HBase - Apache HBase

RRDtool - RRDtool 1.x - Round Robin Database

egui - egui: an easy-to-use immediate mode GUI in Rust that runs on both web and native

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SaaSHub helps you find the best software and product alternatives
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