Cloudera Distribution for Hadoop vs MarkLogic comparison

Cloudera and MarkLogic are both solutions in the NoSQL Databases category. Cloudera is ranked #8 with an average rating of 8.3, while MarkLogic is ranked #11 with an average rating of 9.5. Cloudera holds a 2.0% mindshare in ND, compared to MarkLogic’s 1.1% mindshare. Additionally, 92% of Cloudera users are willing to recommend the solution, compared to 100% of MarkLogic users who would recommend it.

Cloudera Distribution for H...

Read 50 Cloudera Distribution for Hadoop reviews

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391 Comparison Views

92% willing to recommend

MarkLogic

Read 2 MarkLogic reviews

230 Views
144 Comparison Views

100% willing to recommend

Cloudera Distribution for H...

MarkLogic

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Executive SummaryUpdated on Jan 7, 2025

Cloudera Distribution for Hadoop and MarkLogic are solutions in the Big Data and database management sectors. Cloudera shows an advantage in scalability and integration, while MarkLogic provides strong data handling capabilities for enterprises needing advanced data management.

Features: Cloudera Distribution for Hadoop offers robust scalability, a comprehensive ecosystem, and strong capabilities for big data analytics. MarkLogic focuses on agility, semantic search, and the ability to manage complex datasets natively, beneficial for rapid data processing and transformation.

Ease of Deployment and Customer Service: Cloudera benefits from extensive community support and documentation, which aids businesses with existing Hadoop infrastructure. MarkLogic provides innovative deployment options and superior customer service, simplifying setup for companies prioritizing customer service.

Pricing and ROI: Cloudera offers a cost-effective solution with its open-source nature, supporting gradual ROI. MarkLogic presents a higher investment but tends to deliver quicker ROI for enterprises focused on complex data operations.

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

Buyer's Guide

Cloudera Distribution for Hadoop vs. MarkLogic

January 2025

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Helped 832,765 peers since 2012

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)

MarkLogic

Ranking in NoSQL Databases

11th

Average Rating

9.6

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2025, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 2.0%, down from 2.9% compared to the previous year. The mindshare of MarkLogic is 1.1%, up from 0.8% 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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Beverly R. Jamison

IT Solutions Architect / Computer Scientist at Practical Semantics

Frequent updates, helpful search capabilities, and high quality support

MarkLogic's greatest asset is its strong engineering foundation. It was specifically designed with search capabilities in mind, and the developers placed a great emphasis on ensuring the quality of the indexing and all subsequent layers that were added. The solution has been good at providing the updates that were what we were hoping for. They frequently update the solution.

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Quotes from Members

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

Pros

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

"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."

"Provides a viable open-source solution for enterprise implementations and reliable, intelligent data analysis."

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

"The features I find most valuable is that the solution is that it is easy to install and to work with. It starts with the installation and from there on the management is very simple and centralized."

"In terms of scalability, if you have enough hardware you can scale out. Scalability doesn't have any issues."

"Customer service and support were able to fix whatever the issue was."

"The solution's most valuable feature is the enterprise data platform."

More Cloudera Distribution for Hadoop pros

"The rules can show us if there are missing items, like titles, and we can add them in to ensure everything is filled and makes sense and there are no missing details."

"MarkLogic's greatest asset is its strong engineering foundation. It was specifically designed with search capabilities in mind, and the developers placed a great emphasis on ensuring the quality of the indexing and all subsequent layers that were added."

Cons

"Cloudera Distribution for Hadoop is not always completely stable in some cases, which can be a concern for big data solutions."

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

"Cloudera Distribution for Hadoop has a limited feature list and a lot of costs involved."

"The performance of some analytics engines provided by Cloudera is not that good."

"Currently, we are using many other tools such as Spark and Blade Job to improve the performance."

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

"There is a maximum of a one-gigabyte block size, which is an area of storage that can be improved upon."

"They should focus on upgrading their technical capabilities in the market."

More Cloudera Distribution for Hadoop cons

"One of the most common requests is to improve the user interface of the database. While it is primarily a database, there are other databases available that offer more user-friendly interfaces. The UI is good for developers but not for regular users. More visuals would be beneficial."

"The spreadsheet capabilities could be improved."

Pricing and Cost Advice

"The solution is fairly expensive."

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

"The price is very high. The solution is expensive."

"The solution is expensive."

"I wouldn't recommend CDH to others because of its high cost."

"The pricing must be improved."

"I believe we pay for a three-year license."

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

More Cloudera Distribution for Hadoop pricing and cost advice

"MarkLogic is a pricey option, but there are some advantages to its pricing structure. For medium-sized clients or departments within larger companies, it is possible to obtain a license for one or two nodes for less than a hundred thousand dollars. Additionally, if you only need to deploy a single node, you can do so for under fifty thousand dollars. This is in contrast to other high-quality software options that are only accessible to larger businesses, where the starting price can be upwards of two hundred thousand dollars."

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Top Industries

By visitors reading reviews

Financial Services Firm

23%

Computer Software Company

14%

Educational Organization

11%

Manufacturing Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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.

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

The tool is expensive. Overall, it's not a cheap software tool, and that is why only large enterprises who are mature enough and have an architecture that is complex enough opt for Cloudera, as its...

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What needs improvement with Cloudera Distribution for Hadoop?

The tool doesn't support reporting, and relational databases are still the major source of reporting data. Apache Iceberg will be launched soon within the Cloudera cluster for analytical purposes. ...

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What do you like most about MarkLogic?

The rules can show us if there are missing items, like titles, and we can add them in to ensure everything is filled and makes sense and there are no missing details.

See all answers

What is your experience regarding pricing and costs for MarkLogic?

It's a costly product. However, their reputation justifies the cost. It's a trusted product.

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What needs improvement with MarkLogic?

The spreadsheet capabilities could be improved. We need to convert spreadsheets into an open XML format. We have to do a few levels of conversions before we convert the data into the information we...

See all answers

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Product Reports

Buyer's Guide

Cloudera Distribution for Hadoop

February 2025

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Buyer's Guide

NoSQL Databases

January 2025

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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

MarkLogic is an operational and transactional Enterprise NoSQL database that is designed to integrate, store, manage and search SON and XML documents and semantic data (RDF Triples).

MarkLogic

Sample Customers

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

ALM, American Psychological Association, American Society of Agronomy, Cond_ Nast, Centers for Medicare and Medicaid Services, Institute of Engineering and Technology, JWG Group, Lagardre Active, RSuite CMS, Wiley

Buyer's Guide

Cloudera Distribution for Hadoop vs. MarkLogic

January 2025

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