Cloudera Distribution for Hadoop vs IBM Spectrum Computing comparison

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Executive Summary

We performed a comparison between Cloudera Distribution for Hadoop and IBM Spectrum Computing based on real PeerSpot user reviews.

Find out in this report how the two Hadoop solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Cloudera Distribution for Hadoop vs. IBM Spectrum Computing Report (Updated: May 2024).
772,679 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The most valuable feature is that I can use CDH for almost all use cases across all industries, including the financial sector, public sector, private retailers, and so on.""CDH has a wide variety of proprietary tools that we use, like Impala. So from that perspective, it's quite useful as opposed to something open-source. We get a lot of value from Cloudera's proprietary tools.""With a cluster available, you can manage the security layer using the shared SDX - it provides flexibility.""The solution's most valuable feature is the enterprise data platform.""The file system is a valuable feature.""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.""The data science aspect of the solution is valuable.""We're now able to store large volumes of data through Cloudera Distribution for Hadoop. We're able to push large volumes of data to the platform, and that used to be a challenge, especially when storing a terabyte of information. This is the area where Cloudera Distribution for Hadoop improved the organization."

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"This solution is working for both VTL and tape.""The most valuable feature is the backup capability.""Spectrum Computing's best features are its speed, robustness, and data processing and analysis.""Easy to operate and use.""The most valuable aspect of the product is the policy driving resource management, to optimize the computing across data centers.""We are satisfied with the technical support, we have no issues."

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Cons
"This is a very expensive solution.""They should focus on upgrading their technical capabilities in the market.""The solution is not fit for on-premise distributions.""There are better solutions out there that have more features than this one.""The one thing that we struggled with predominately was support. Because it was relatively new, support was always a big issue and I think it's still a bit of an ongoing concern with the team currently managing it.""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.""While the deployed product is generally functional, there are instances where it presents difficulties.""The price of this solution could be lowered."

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"We have not been able to use deduplication.""Lack of sufficient documentation, particularly in Spanish.""This solution is no longer managing tapes correctly.""We'd like to see some AI model training for machine learning.""Spectrum Computing is lagging behind other products, most likely because it hasn't been shifted to the cloud.""SMB storage and HPC is not compatible and it should be supported by IBM Spectrum Computing."

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Pricing and Cost Advice
  • "When comparing with Oracle Sybase and SQL, it's cheaper. It's not expensive."
  • "The price could be better for the product."
  • "I haven't bought a license for this solution. I'm only using the Apache license version."
  • "Cloudera requires a license to use."
  • "Cloudera Distribution for Hadoop is expensive, with support costs involved."
  • "I wouldn't recommend CDH to others because of its high cost."
  • "The price is very high. The solution is expensive."
  • "The solution is expensive."
  • More Cloudera Distribution for Hadoop Pricing and Cost Advice →

  • "This solution is expensive."
  • "Spectrum Computing is one of the most expensive products on the market."
  • More IBM Spectrum Computing Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The tool can be deployed using different container technologies, which makes it very scalable.
    Top Answer: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… more »
    Top Answer:The tool's ability to be deployed on a cloud model is an area of concern where improvements are required. The tool works very well when deployed on an on-premises model. The deployment on a cloud… more »
    Top Answer:This solution is too expensive for a lot of our customers.
    Top Answer:The biggest problem is the lack of documentation in general, and documentation in Spanish, in particular.
    Ranking
    2nd
    out of 22 in Hadoop
    Views
    2,797
    Comparisons
    2,152
    Reviews
    13
    Average Words per Review
    424
    Rating
    8.2
    7th
    out of 22 in Hadoop
    Views
    204
    Comparisons
    181
    Reviews
    1
    Average Words per Review
    240
    Rating
    9.0
    Comparisons
    Also Known As
    IBM Platform Computing
    Learn More
    IBM
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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.

    IBM Spectrum Computing uses intelligent workload and policy-driven resource management to optimize resources across the data center, on premises and in the cloud. Now up to 150X faster and scalable to over 160,000 cores, IBM provides you with the latest advances in software-defined infrastructure to help you unleash the power of your distributed mission-critical high performance computing (HPC), analytics and big data applications as well as a new generation open source frameworks such as Hadoop and Spark.

    Sample Customers
    37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
    London South Bank University, Transvalor, Infiniti Red Bull Racing, Genomic
    Top Industries
    REVIEWERS
    Financial Services Firm25%
    Computer Software Company21%
    Insurance Company14%
    Comms Service Provider11%
    VISITORS READING REVIEWS
    Financial Services Firm22%
    Computer Software Company15%
    Educational Organization9%
    Manufacturing Company9%
    VISITORS READING REVIEWS
    Comms Service Provider31%
    Media Company16%
    Financial Services Firm12%
    Computer Software Company10%
    Company Size
    REVIEWERS
    Small Business28%
    Midsize Enterprise17%
    Large Enterprise55%
    VISITORS READING REVIEWS
    Small Business15%
    Midsize Enterprise9%
    Large Enterprise75%
    REVIEWERS
    Small Business43%
    Large Enterprise57%
    VISITORS READING REVIEWS
    Small Business14%
    Midsize Enterprise18%
    Large Enterprise68%
    Buyer's Guide
    Cloudera Distribution for Hadoop vs. IBM Spectrum Computing
    May 2024
    Find out what your peers are saying about Cloudera Distribution for Hadoop vs. IBM Spectrum Computing and other solutions. Updated: May 2024.
    772,679 professionals have used our research since 2012.

    Cloudera Distribution for Hadoop is ranked 2nd in Hadoop with 47 reviews while IBM Spectrum Computing is ranked 7th in Hadoop with 6 reviews. Cloudera Distribution for Hadoop is rated 8.0, while IBM Spectrum Computing is rated 7.8. The top reviewer of Cloudera Distribution for Hadoop writes "Good end-to-end security features and we like that it's cloud independent". On the other hand, the top reviewer of IBM Spectrum Computing writes "Provides stable backup for our databases and has good technical support ". Cloudera Distribution for Hadoop is most compared with Amazon EMR, HPE Ezmeral Data Fabric, Apache Spark, Cassandra and ScyllaDB, whereas IBM Spectrum Computing is most compared with Apache Spark and HPE Ezmeral Data Fabric. See our Cloudera Distribution for Hadoop vs. IBM Spectrum Computing report.

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    We monitor all Hadoop reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.