TrustRadius: an HG Insights company

Cloudera Data Science Workbench (discontinued) vs. Splunk Enterprise

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Cloudera Data Science Workbench (discontinued)

    Score6.7 out of 10
    N/ACloudera Data Science Workbench (CDSW) was an enterprise data science platform for collaborative development, experimentation, model training, deployment, and management on Cloudera data infrastructure. Cloudera Data Science Workbench has reached end of support. Cloudera states that its CDSW documentation is no longer updated.N/A

    Splunk Enterprise

    Score8.6 out of 10
    N/ASplunk is software for searching, monitoring, and analyzing machine-generated big data, via a web-style interface. It captures, indexes and correlates real-time data in a searchable repository from which it can generate graphs, reports, alerts, dashboards and visualizations.N/A
    Pricing
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Free Trial
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Considered Both Products
    Discontinued Products
    No answer on this topic
    Cisco
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    97%
    Would buy again
    59 Answers
    Delivers good value for the price
    No answers on this topic
    94%
    Delivers good value for the price
    49 Answers
    Happy with the feature set
    No answers on this topic
    97%
    Happy with the feature set
    59 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    93%
    Lived up to sales and marketing promises
    43 Answers
    Implementation went as expected
    No answers on this topic
    96%
    Implementation went as expected
    50 Answers
    Features
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Platform Connectivity
    Comparison of Platform Connectivity features of Cloudera Data Science Workbench (discontinued) and Splunk Enterprise
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.5
    2 Ratings
    11% below category average
    Splunk Enterprise
    -
    Ratings
    Connect to Multiple Data Sources7.02 Ratings00 Ratings
    Extend Existing Data Sources8.02 Ratings00 Ratings
    Automatic Data Format Detection7.02 Ratings00 Ratings
    MDM Integration8.02 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Cloudera Data Science Workbench (discontinued) and Splunk Enterprise
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.6
    2 Ratings
    10% below category average
    Splunk Enterprise
    -
    Ratings
    Visualization7.12 Ratings00 Ratings
    Interactive Data Analysis8.02 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Cloudera Data Science Workbench (discontinued) and Splunk Enterprise
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.8
    2 Ratings
    5% below category average
    Splunk Enterprise
    -
    Ratings
    Interactive Data Cleaning and Enrichment7.02 Ratings00 Ratings
    Data Transformations8.02 Ratings00 Ratings
    Data Encryption8.02 Ratings00 Ratings
    Built-in Processors8.02 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Cloudera Data Science Workbench (discontinued) and Splunk Enterprise
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.6
    2 Ratings
    11% below category average
    Splunk Enterprise
    -
    Ratings
    Multiple Model Development Languages and Tools8.02 Ratings00 Ratings
    Automated Machine Learning7.01 Ratings00 Ratings
    Single platform for multiple model development7.12 Ratings00 Ratings
    Self-Service Model Delivery8.12 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Cloudera Data Science Workbench (discontinued) and Splunk Enterprise
    Feature
    Cloudera Data Science Workbench (discontinued)
    8.0
    2 Ratings
    6% below category average
    Splunk Enterprise
    -
    Ratings
    Flexible Model Publishing Options8.12 Ratings00 Ratings
    Security, Governance, and Cost Controls7.82 Ratings00 Ratings
    Security Information and Event Management (SIEM)
    Comparison of Security Information and Event Management (SIEM) features of Cloudera Data Science Workbench (discontinued) and Splunk Enterprise
    Feature
    Cloudera Data Science Workbench (discontinued)
    -
    Ratings
    Splunk Enterprise
    8.2
    91 Ratings
    3% above category average
    Centralized event and log data collection00 Ratings9.085 Ratings
    Correlation00 Ratings8.487 Ratings
    Event and log normalization/management00 Ratings8.488 Ratings
    Deployment flexibility00 Ratings8.081 Ratings
    Integration with Identity and Access Management Tools00 Ratings8.282 Ratings
    Custom dashboards and workspaces00 Ratings8.887 Ratings
    Host and network-based intrusion detection00 Ratings7.865 Ratings
    Data integration/API management00 Ratings8.334 Ratings
    Behavioral analytics and baselining00 Ratings7.732 Ratings
    Rules-based and algorithmic detection thresholds00 Ratings7.933 Ratings
    Response orchestration and automation00 Ratings7.529 Ratings
    Reporting and compliance management00 Ratings8.634 Ratings
    Incident indexing/searching00 Ratings8.737 Ratings
    Best Alternatives
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    No answers on this topic
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    IBM Security QRadar SIEM
    Score8.9 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    SolarWinds Security Event Manager (SEM)
    Score8 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Likelihood to Recommend
    9.0
    (3 ratings)
    8.7
    (112 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    8.5
    (25 ratings)
    Usability
    -
    (0 ratings)
    8.5
    (45 ratings)
    Availability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Support Rating
    7.9
    (2 ratings)
    8.0
    (19 ratings)
    Online Training
    -
    (0 ratings)
    8.0
    (1 ratings)
    Implementation Rating
    -
    (0 ratings)
    7.0
    (3 ratings)
    Product Scalability
    -
    (0 ratings)
    9.1
    (1 ratings)
    User Testimonials
    Cloudera Data Science Workbench (discontinued)Splunk Enterprise
    Likelihood to Recommend
    Discontinued Products
    Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
    Incentivized
    Read full review
    Cisco
    I'm liking the newer products, and I'm looking forward to how they integrate with the overall product when they come together. Just log in and be able to query a large number of systems for similar issues or a unique one. That is a great fit for Splunk Enterprise, looking for a simple case or a simple String or something of that nature across multiple machines. It's a great fit for that to identify issues or particular software, whatever your scenario is, String, to find it across any particular server or group of servers, so that you can update or do a deployment or whatever it is you're looking to do.
    Incentivized
    Read full review
    Pros
    Discontinued Products
    • One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
    • For larger organizations/teams, it lets you be self reliant
    • As it sits on your cluster, it has very easy access of all the data on the HDFS
    • Linking with Github is a very good way to keep the code versions intact
    Incentivized
    Read full review
    Cisco
    • It is very useful in creating custom rules for analyzing system logs and display relevant information. The query language is very easy to learn.
    • We can create custom UI to visualize the output of our data. The interface is very flexible. It also allows the sharing of rules among users.
    • There is an open online community to help others. Stackoverflow also has a splunk community. These resources make it more convenient to learn.
    Incentivized
    Read full review
    Cons
    Discontinued Products
    • Installation is difficult.
    • Upgrades are difficult.
    • Licensing options are not flexible.
    Incentivized
    Read full review
    Cisco
    • Splunk light limits number of users to 5. Wish there was a flexible license, where one could add more users.
    • Splunk light does not let you add > few realtime alerts. Wish there was a flexible license, where one could add as many realtime alerts as wanted.
    • Better insight into daily ingestion values
    Incentivized
    Read full review
    Likelihood to Renew
    Discontinued Products
    No answers on this topic
    Cisco
    We are using Splunk extensively in our projects and we have recently upgraded to Splunk version 6.0 which is quite efficient and giving expected results. We keep track of updates and new features Splunk introduces periodically and try to introduce those features in our day to day activities for improvement in our reporting system and other tasks.
    Read full review
    Usability
    Discontinued Products
    No answers on this topic
    Cisco
    You can literally throw in a single word into Splunk and it will pull back all instances of that word across all of your logs for the time span you select (provided you have permission to see that data). We have several users who have taken a few of the free courses from Splunk that are able to pull data out of it everyday with little help at all.
    Incentivized
    Read full review
    Reliability and Availability
    Discontinued Products
    No answers on this topic
    Cisco
    When properly setup and configured, Splunk is extremely reliable.
    Incentivized
    Read full review
    Support Rating
    Discontinued Products
    Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
    Incentivized
    Read full review
    Cisco
    Splunk maintains a well resourced support system that has been consistent since we purchased the product. They help out in a timely manner and provide expert level information as needed. We typically open cases online and communicate when possible via e-mail and are able to resolve most issues with that method.
    Incentivized
    Read full review
    Online Training
    Discontinued Products
    No answers on this topic
    Cisco
    The online course was simple clear and described the main capabilities of the solution. There is also an initial module that can be done for free so anyone can familiarize themselves with the functionality of this solution. On the other hand, however, there could be more free online courses. Maybe even with a certificate, this would broaden the group of people who are familiar with the platform while increasing familiarity with the solution itself.
    Read full review
    Implementation Rating
    Discontinued Products
    No answers on this topic
    Cisco
    Smooth without too many major issues.
    Incentivized
    Read full review
    Alternatives Considered
    Discontinued Products
    Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
    Incentivized
    Read full review
    Cisco
    A lot of products have natively inside their own dashboards and or their own logging repositories. And each one is difficult to learn or they're too complex or they're not verbose in the sense that they're not easy to mine the data that you're looking for. So that could be anything from the native logging that you find in other Cisco products. It's easier to use Splunk to draw the data that you're looking for as opposed to going to the individual's products themselves to get the logs that you're looking for.
    Incentivized
    Read full review
    Scalability
    Discontinued Products
    No answers on this topic
    Cisco
    Splunk can scale in to the petabyte per day range which of course is awesome
    Read full review
    Return on Investment
    Discontinued Products
    • Paid off for demonstration purposes.
    Incentivized
    Read full review
    Cisco
    • Splunk has allowed developers to diagnose production issues when access of control was taken away from them to be allowed to view items in production environments and I believe that is invaluable.
    • At times some developers weren't super happy about using it, but it was more of the fact that they were used to having production access and not creating their splunk queries to get information.
    • Going one place to view logs was very beneficial to have.
    Incentivized
    Read full review
    ScreenShots