Cloudera Distribution for Hadoop vs InfluxDB comparison

Cloudera and InfluxData are both solutions in the NoSQL Databases category. Cloudera is ranked #8 with an average rating of 8.3, while InfluxData is ranked #5 with an average rating of 8.3. Cloudera holds a 1.9% mindshare in ND, compared to InfluxData’s 10.6% mindshare. Additionally, 92% of Cloudera users are willing to recommend the solution, compared to 100% of InfluxData users who would recommend it.

Cloudera Distribution for H...

Read 50 Cloudera Distribution for Hadoop reviews

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353 Comparison Views

92% willing to recommend

InfluxDB

Read 9 InfluxDB reviews

2,162 Views
1,598 Comparison Views

100% willing to recommend

Cloudera Distribution for H...

InfluxDB

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Executive SummaryUpdated on Jan 7, 2025

Cloudera Distribution for Hadoop and InfluxDB compete in the enterprise data management and time-series database markets, respectively. Cloudera seems to have an upper hand in enterprise capabilities, while InfluxDB offers ease of use.

Features: Cloudera offers enterprise level features, including robust data security, fast processing with Impala, and comprehensive cluster management tools like Cloudera Manager. InfluxDB provides excellent time-series data handling, seamless integration with Grafana, and powerful metric aggregation capabilities.

Room for Improvement: Cloudera faces challenges with complex setups, licensing, and real-time processing speed, also needing improvements in API integration and Spark documentation. InfluxDB requires better configuration management, high availability, and enhanced query language support, along with improved tool integration and data backup solutions.

Ease of Deployment and Customer Service: Cloudera allows complex but flexible deployment across diverse environments, with mixed support experiences highlighting community reliance. InfluxDB offers efficient on-premises and cloud deployments with generally positive support, though reliance on forums and documentation is noted.

Pricing and ROI: Cloudera Distribution is typically expensive with high licensing and support costs, resulting in suitability for large enterprises needing advanced capabilities. InfluxDB is a more cost-effective open-source option, though scaling incurs additional expenses, aligning with organizations seeking cost-efficiency.

To learn more, read our detailed Cloudera Distribution for Hadoop vs. InfluxDB Report (Updated: March 2025).

Buyer's Guide

Cloudera Distribution for Hadoop vs. InfluxDB

March 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Cloudera Distribution for H...

Ranking in NoSQL Databases

8th

Average Rating

8.0

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Hadoop (2nd)

InfluxDB

Ranking in NoSQL Databases

5th

Average Rating

7.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Non-Relational Databases (3rd), Open Source Databases (12th), Network Monitoring Software (53rd), IT Infrastructure Monitoring (46th)

Mindshare comparison

As of April 2025, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 1.9%, down from 2.8% compared to the previous year. The mindshare of InfluxDB is 10.6%, down from 12.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases

Featured Reviews

Rok Dolinsek

Manager, Bussines Development & Co Owner at Troia d.o.o.

Enables on-premise implementation with powerful data processing capabilities

This is the only solution that is possible to install on-premise. Cloudera provides a hybrid solution that combines compute on cloud or on-premises. It includes all machine learning algorithms in the Spark machine learning library. All functionalities needed for a big data platform and ETL are on the platform, eliminating the need for other tools. It is scalable, ready for vertical scaling, and very powerful, offering numerous functionalities and configurations for generative AI.

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PedroCampos

Senior DevOps at Light And Wonder

A powerful, lightweight time series database with a simple query language and easy setup

Influx has TICK Stack, which contains multiple services and multiple products that work together. InfluxDB is just a time series database, and it works really well. I haven't yet had the time to look into the new stack based on Influx 2.0, but currently, as a time series database, InfluxDB is working the way it is supposed to work. In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version. I would also like to have high availability features, such as replication, active-active, etc. If they can put an extra plugin or service on top of it, it would be something interesting. I am not sure if they have high availability to make it data center-aware for clustering. For example, I am not sure whether you can have it at different locations with big clusters that are location-aware. Even in their documentation or presentation, they talk too little about high availability and extended clusters with different locations. They might already have it in the newer versions. We have Influx 1.8 in our production in the stage and internal workloads environments. The other products in their ecosystem, such as Chronograf, can be improved. Chronograf is a dashboarding or visualization layer product, and that, for sure, can be improved.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Cloudera, as a whole, is designed to provide organizations with solutions for big data."

"This is the only solution that is possible to install on-premise."

"The tool's most interesting features are the distributed file system and unstructured data processing capability. Because we have a lot of unstructured data, like XML and social media logs, these features make it more valuable than the usual data warehousing solutions."

"The product provides better data processing features than other tools."

"Cloudera provides a hybrid solution that combines compute on cloud or on-premises."

"Cloudera is a very manageable solution with good support."

"The file system is a valuable feature."

"The main advantage is the storage is less expensive."

More Cloudera Distribution for Hadoop pros

"The user interface is well-designed and easy to use. It provides a clear overview of the data, making it simple to understand the information at hand."

"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem."

"The platform operates very quickly. It is easy to configure, connect, and query and integrates seamlessly with Grafana."

"In our case, it started with a necessity to fill the gap that we had in monitoring. We had very reactive monitoring without trend analysis and without some advanced features. We were able to implement them by using a time series database. We are able to have all the data from applications, logs, and systems, and we can use a simple query language to correlate all the data and make things happen, especially with monitoring. We could more proactively monitor our systems and our players' trends."

"InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data from servers. It must be installed on Windows or Linux servers. During installation, ensure that the configuration file is correct to prevent issues. Once data is collected, it can be sent to InfluxDB. For visualization, you can use open-source tools like Grafana."

"The most valuable features are aggregating the data and integration with Graphana for monitoring."

"InfluxDB's best feature is that it's a cloud offering. Other good features include its time-series DB, fast time-bulk queries, and window operations."

"The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools."

More InfluxDB pros

Cons

"The governance aspect of the solution should be improved."

"It would be useful if Cloudera had more tools like SQL Engines that offer the traditional relational database. We have to do a lot of work preparing the data outside Cloudera before getting it into the platform."

"The Cloudera training has deteriorated significantly."

"This is a very expensive solution."

"The pricing needs to improve."

"We experienced many issues when we started working with Hadoop 3.0 in the Cloudera 6.0 version, so there is a lot of things that need to improve."

"There are better solutions out there that have more features than this one."

"The security of this solution could be improved. There should also be a way to basically have a blockchain enabled storage with the HDFS."

More Cloudera Distribution for Hadoop cons

"The solution doesn't have much of a user interface."

"The error logging capability can be improved because the logs are not very informative."

"InfluxDB can improve by including new metrics on other technologies. They had some changes recently to pool data from endpoints but the functionality is not good enough in the industry."

"InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data collection for all KPIs. This happens because the agent stops working if there's an issue with any configuration part. To address this, it is essential to ensure that all configurations are part of the agent's EXE file when provided. This makes it easier to package the agent for server installation and ensures all KPIs are available from the server. Additionally, the agent cannot encrypt and decrypt passwords for authentication, which can be problematic when monitoring URLs or requiring authentication tokens. This requires additional scripting and can prolong service restart times."

"In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version."

"InfluxDB cannot be used for high-cardinality data. It's also difficult and time-consuming to write queries, and there are some issues with bulk API."

"I've tried both on-premises and cloud-based deployments, and each has its limitations."

"The solution's UI can be more user-friendly."

Pricing and Cost Advice

"The solution is fairly expensive."

"I haven't bought a license for this solution. I'm only using the Apache license version."

"The price could be better for the product."

"Cloudera Distribution for Hadoop is expensive, with support costs involved."

"Cloudera requires a license to use."

"The solution is expensive."

"The tool is not expensive."

"It is an expensive product."

More Cloudera Distribution for Hadoop pricing and cost advice

"We are using the open-source version of InfluxDB."

"InfluxDB is open-source, but there are additional costs for scaling."

"The tool is an open-source product."

"InfluxDB recently increased its price. It is very expensive now."

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Top Industries

By visitors reading reviews

Financial Services Firm

25%

Computer Software Company

15%

Educational Organization

12%

Manufacturing Company

Financial Services Firm

15%

Computer Software Company

12%

Manufacturing Company

10%

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Cloudera Distribution for Hadoop?

The tool can be deployed using different container technologies, which makes it very scalable.

See all answers

What is your experience regarding pricing and costs for Cloudera Distribution for Hadoop?

The price for Cloudera is average, yet it is very good compared to other solutions. It can be deployed on-premises, unlike competitors' cloud-only solutions.

See all answers

What needs improvement with Cloudera Distribution for Hadoop?

It is quite complicated to configure and install. Integrating the platform into an information system is always a challenge, especially when starting with on-premise implementation. Integrating wit...

See all answers

What do you like most about InfluxDB?

InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data ...

See all answers

What needs improvement with InfluxDB?

InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data coll...

See all answers

What is your primary use case for InfluxDB?

I use the solution to store and manage data from various sensors in a production environment. I have developed a system where data from these sensors is communicated through an OPC UA receiver and ...

See all answers

Comparisons

HPE Ezmeral Data Fabric vs Cloudera Distribution for Hadoop

Compared 31% of the time

Amazon EMR vs Cloudera Distribution for Hadoop

Compared 28% of the time

Apache Spark vs Cloudera Distribution for Hadoop

Compared 18% of the time

Neo4j Graph Database vs Cloudera Distribution for Hadoop

Compared 4% of the time

Cassandra vs Cloudera Distribution for Hadoop

Compared 4% of the time

More Cloudera Distribution for Hadoop Competitors

MongoDB vs InfluxDB

Compared 30% of the time

ClickHouse vs InfluxDB

Compared 19% of the time

ScyllaDB vs InfluxDB

Compared 7% of the time

Cassandra vs InfluxDB

Compared 6% of the time

PostgreSQL vs InfluxDB

Compared 5% of the time

More InfluxDB Competitors

Product Reports

Buyer's Guide

Cloudera Distribution for Hadoop

March 2025

Download Cloudera Distribution for Hadoop product report

Buyer's Guide

InfluxDB

March 2025

Download InfluxDB product report

Overview

Cloudera Distribution for Hadoop is the world's most complete, tested, and popular distribution of Apache Hadoop and related projects. CDH is 100% Apache-licensed open source and is the only Hadoop solution to offer unified batch processing, interactive SQL, and interactive search, and role-based access controls. More enterprises have downloaded CDH than all other such distributions combined.

Cloudera

InfluxDB is open-source software that helps developers and enterprises alike to collect, store, process, and visualize time series data and to build next-generation applications. InfluxDB provides monitoring and insight on IoT, application, system, container, and infrastructure quickly and easily without complexities or compromises in scale, speed, or productivity.

InfluxDB has become a popular insight system for unified metrics and events enabling the most demanding SLAs. InfluxDB is used in just about every type of industry across a wide range of use cases, including network monitoring, IoT monitoring, industrial IoT, and infrastructure and application monitoring.

InfluxDB offers its users:

Infrastructure and application monitoring: Collect, process, and analyze real-time data from edge devices to help optimize distributed infrastructure.

IoT monitoring and analytics: InfluxDB is designed to store large volumes of time series data and quickly perform real-time analysis on that data. Gain insights from all the sensor data and use the collected data to create and perform automated tasks.

Network monitoring: Manage responsive and high-performing networks with widely distributed resources.

InfluxDB Benefits

There are several benefits to using InfluxDB . Some of the biggest advantages the solution offers include:

APIs and ready toolset: InfluxDB can be accessed via a set of powerful tools enabling users to get started quickly, with less programming required. This includes a REST API, extensive client libraries, a wide variety of open-source integrations, and Flux - a functional data scripting language for querying, analysis, and events. The InfluxDB API can be used to write data from edge devices to the InfluxDB instance

Time series engine: Get any data - events, logs, traces - from any edge device - systems, sensors, queues, databases, and networks. This data is stored in a powerful and high-performing engine capable of ingesting millions of data points per second.

Community: InfluxDB has a large community of cloud and open-source developers ready to assist users.

Ready-made templates: Use InfluxDB Templates, a set of tools with a packager and other ready monitoring solutions. These tools allow users to share their monitoring expertise with coworkers and other community members around the world. The Templates gallery offers available templates for some of the most popular tools and applications.

Enhanced UI: InfluxDB’s UI includes an explorer, dashboarding tools, and a script editor. Use it to easily browse the collected metric and event data and apply common transformations. The dashboarding tool comes with a variety of visualization options that help users view insights from the data. The script editor assists users to quickly master Flux with easily accessible examples, auto-completion, and real-time syntax checking.

Reviews from Real Users

InfluxDB stands out among its competitors for a number of reasons. Two major ones are its flexible integration options and its data aggregation feature.

Shalauddin Ahamad S., a software engineer at a tech services company, notes, “The most valuable features are aggregating the data and the integration with Grafana for monitoring.”

InfluxData

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo

Buyer's Guide

Cloudera Distribution for Hadoop vs. InfluxDB

March 2025

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