Apache Hadoop vs. Splunk Enterprise

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Hadoop
Score 7.4 out of 10
N/A
Hadoop is an open source software from Apache, supporting distributed processing and data storage. Hadoop is popular for its scalability, reliability, and functionality available across commoditized hardware.N/A
Splunk Enterprise
Score 8.3 out of 10
N/A
Splunk 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
Apache HadoopSplunk Enterprise
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
HadoopSplunk Enterprise
Free Trial
NoYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Apache HadoopSplunk Enterprise
Considered Both Products
Hadoop
Splunk Enterprise
Chose Splunk Enterprise
We are using this because it has lots of advantage over others. And it seems to be a good fit for us. Splunk provides lot more features than others and its UI is user-friendly, so for a new developer, it would not be too difficult to use it and do something around it.
Chose Splunk Enterprise
Hadoop is a good framework and less costly than Spunk but Splunk had many advantages over Hadoop:

  • Real time data analyzing was one of them which is difficult to achieve using Hadoop.
Top Pros
Top Cons
Features
Apache HadoopSplunk Enterprise
Security Information and Event Management (SIEM)
Comparison of Security Information and Event Management (SIEM) features of Product A and Product B
Apache Hadoop
-
Ratings
Splunk Enterprise
7.4
54 Ratings
5% below category average
Centralized event and log data collection00 Ratings6.553 Ratings
Correlation00 Ratings6.052 Ratings
Event and log normalization/management00 Ratings6.153 Ratings
Deployment flexibility00 Ratings7.549 Ratings
Integration with Identity and Access Management Tools00 Ratings7.549 Ratings
Custom dashboards and workspaces00 Ratings8.554 Ratings
Host and network-based intrusion detection00 Ratings7.037 Ratings
Data integration/API management00 Ratings8.35 Ratings
Behavioral analytics and baselining00 Ratings7.74 Ratings
Rules-based and algorithmic detection thresholds00 Ratings7.74 Ratings
Response orchestration and automation00 Ratings6.94 Ratings
Reporting and compliance management00 Ratings7.94 Ratings
Incident indexing/searching00 Ratings8.95 Ratings
Best Alternatives
Apache HadoopSplunk Enterprise
Small Businesses

No answers on this topic

AlienVault USM
AlienVault USM
Score 8.0 out of 10
Medium-sized Companies
Cloudera Manager
Cloudera Manager
Score 9.7 out of 10
InsightIDR
InsightIDR
Score 8.5 out of 10
Enterprises
IBM Analytics Engine
IBM Analytics Engine
Score 9.3 out of 10
Microsoft Sentinel
Microsoft Sentinel
Score 8.4 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Apache HadoopSplunk Enterprise
Likelihood to Recommend
8.9
(36 ratings)
7.1
(70 ratings)
Likelihood to Renew
9.6
(8 ratings)
10.0
(17 ratings)
Usability
8.5
(5 ratings)
9.0
(3 ratings)
Availability
-
(0 ratings)
10.0
(1 ratings)
Performance
8.0
(1 ratings)
-
(0 ratings)
Support Rating
7.5
(3 ratings)
8.4
(17 ratings)
Online Training
6.1
(2 ratings)
8.0
(1 ratings)
Implementation Rating
-
(0 ratings)
9.0
(2 ratings)
Product Scalability
-
(0 ratings)
9.1
(1 ratings)
User Testimonials
Apache HadoopSplunk Enterprise
Likelihood to Recommend
Apache
Altogether, I want to say that Apache Hadoop is well-suited to a larger and unstructured data flow like an aggregation of web traffic or even advertising. I think Apache Hadoop is great when you literally have petabytes of data that need to be stored and processed on an ongoing basis. Also, I would recommend that the software should be supplemented with a faster and interactive database for a better querying service. Lastly, it's very cost-effective so it is good to give it a shot before coming to any conclusion.
Read full review
Splunk
Pros: Splunk is very well suited if you have multiple log sources of related data. All of them can be correlated and tasks can be automated based on the requirement. Other than alerts, Splunk can also run a specific script of your choice, based on some defined conditions. Cons: If you have a few logs but a large number of log sources, Splunk can be very expensive.
Read full review
Pros
Apache
  • Handles large amounts of unstructured data well, for business level purposes
  • Is a good catchall because of this design, i.e. what does not fit into our vertical tables fits here.
  • Decent for large ETL pipelines and logging free-for-alls because of this, also.
Read full review
Splunk
  • Real-time + Scheduled alerts - i-e you can set up alerts which are actively monitoring your logs
  • Pretty good response time for search results. With our key/value logging, Splunk makes it blazing fast to query the data.
  • Dashboards provide insights into historical data
  • Love how Splunk indexes all of the data and provides keys to search on
Read full review
Cons
Apache
  • Less organizational support system. Bugs need to be fixed and outside help take a long time to push updates
  • Not for small data sets
  • Data security needs to be ramped up
  • Failure in NameNode has no replication which takes a lot of time to recover
Read full review
Splunk
  • At times some queries can run slowly if indices are not on a portion of the query you use.
  • Setup time initially can be difficult if your logs aren't stored in common locations or in a common way to write the log.
  • Ability to ingest logs from different locations without having to change code to put logs in a certain place (pro and con).
  • Searches can be a bit more difficult to look through if your log isn't pulled in a manner that is easy to read through splunk.
Read full review
Likelihood to Renew
Apache
Hadoop is organization-independent and can be used for various purposes ranging from archiving to reporting and can make use of economic, commodity hardware. There is also a lot of saving in terms of licensing costs - since most of the Hadoop ecosystem is available as open-source and is free
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Splunk
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.
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Usability
Apache
Great! Hadoop has an easy to use interface that mimics most other data warehouses. You can access your data via SQL and have it display in a terminal before exporting it to your business intelligence platform of choice. Of course, for smaller data sets, you can also export it to Microsoft Excel.
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Splunk
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.
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Reliability and Availability
Apache
No answers on this topic
Splunk
When properly setup and configured, Splunk is extremely reliable.
Read full review
Support Rating
Apache
We went with a third party for support, i.e., consultant. Had we gone with Azure or Cloudera, we would have obtained support directly from the vendor. my rating is more on the third party we selected and doesn't reflect the overall support available for Hadoop. I think we could have done better in our selection process, however, we were trying to use an already approved vendor within our organization. There is plenty of self-help available for Hadoop online.
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Splunk
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.
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Online Training
Apache
Hadoop is a complex topic and best suited for classrom training. Online training are a waste of time and money.
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Splunk
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.
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Implementation Rating
Apache
No answers on this topic
Splunk
Smooth without too many major issues.
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Alternatives Considered
Apache
Not used any other product than Hadoop and I don't think our company will switch to any other product, as Hadoop is providing excellent results. Our company is growing rapidly, Hadoop helps to keep up our performance and meet customer expectations. We also use HDFS which provides very high bandwidth to support MapReduce workloads.
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Splunk
I wanted to learn a new language that I can quickly master and implement. Splunk is easy, fun to use and best of all, it can be developed in hours not days or weeks. Splunk is fundamentally a programming language that is minimal but yet powerful enough to collect, analyze and visualize data.
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Scalability
Apache
No answers on this topic
Splunk
Splunk can scale in to the petabyte per day range which of course is awesome
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Return on Investment
Apache
  • There are many advantages of Hadoop as first it has made the management and processing of extremely colossal data very easy and has simplified the lives of so many people including me.
  • Hadoop is quite interesting due to its new and improved features plus innovative functions.
Read full review
Splunk
  • Overall very positive. It has provided visibility to what is going on within our network.
  • One drawback is the time it takes to get up to speed with the application, but this is up to the user, and Splunk education is excellent.
  • In my field, IT Security, there are few other friends to have in your back pocket better than Splunk. They are just that good.
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ScreenShots