Apache Spark vs. Cloudera Distribution for Hadoop

Apache Spark is ranked 1st in Hadoop with 6 reviews vs Cloudera Distribution for Hadoop which is ranked 3rd in Hadoop with 1 review. The top reviewer of Apache Spark writes "We are able to solve problems, e.g., reporting on big data, that we were not able to tackle in the past". The top reviewer of Cloudera Distribution for Hadoop writes "Cloudera Manager is a good tool to administer. Sometimes it gets confusing to follow a single path for installation". Apache Spark is most compared with Apache NiFi, AWS Lambda and Azure Stream Analytics. Cloudera Distribution for Hadoop is most compared with IBM InfoSphere BigInsights, Hortonworks Data Platform and Cassandra.

29694

Apache Spark

Based on 6 reviews.

19647

Cloudera Distribution for Hadoop

Based on 1 review.

32614

Null Product

Most Helpful Review

reviewer894894

User

Features include machine learning, real time streaming, and data processing. It doesn't enable spark job scheduling...

It provides a scalable machine learning library so that we can train and predict user behavior for promotion purposes.

Yogesh Kulkarni

Vice President - Big Data and Delivery at a software R&D company

Cloudera Manager is a good tool to administer. Sometimes it gets confusing to follow a single path for installation.

Implementing a Hadoop cluster has become relatively straight-forward using CDH. Administering it is also less complex. As a result, efforts spent... Read more »

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Quotes From Members Comparing Apache Spark vs. Cloudera Distribution for Hadoop

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Ranking
1st out of 25 In Hadoop Views 13,237 Comparisons 7,841 Reviews 6 Followers 359 Avg. Rating 8.3	3rd out of 25 In Hadoop Views 16,839 Comparisons 8,763 Reviews 1 Followers 360 Avg. Rating 6.0	1st out of 207 In Emerging Solutions Views 0 Comparisons 0 Reviews 1 Followers 1 Avg. Rating 5.0
Top Comparisons
Apache NiFi vs. Apache Spark Compared 17% of the time. AWS Lambda vs. Apache Spark Compared 15% of the time. Azure Stream Analytics vs. Apache Spark Compared 14% of the time. See more Apache Spark competitors »	IBM InfoSphere BigInsights vs. Cloudera Distribution for Hadoop Compared 24% of the time. Hortonworks Data Platform vs. Cloudera Distribution for Hadoop Compared 19% of the time. Cassandra vs. Cloudera Distribution for Hadoop Compared 15% of the time. See more Cloudera Distribution for Hadoop competitors »	Veeam Backup & Replication vs. Null Product Compared 53% of the time. Zerto Virtual Replication vs. Null Product Compared 47% of the time.
Website/Video
Apache	Cloudera	Null Vendor
Overview
Spark provides programmers with an application programming interface centered on a data structure called the resilient distributed dataset (RDD), a read-only multiset of data items distributed over a cluster of machines, that is maintained in a fault-tolerant way. It was developed in response to limitations in the MapReduce cluster computing paradigm, which forces a particular linear dataflowstructure on distributed programs: MapReduce programs read input data from disk, map a function across the data, reduce the results of the map, and store reduction results on disk. Spark's RDDs function as a working set for distributed programs that offers a (deliberately) restricted form of distributed shared memory	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.	Information Not Available
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Sample Customers
NASA JPL, UC Berkeley AMPLab, Amazon, eBay, Yahoo!, UC Santa Cruz, TripAdvisor, Taboola, Agile Lab, Art.com, Baidu, Alibaba Taobao, EURECOM, Hitachi Solutions	37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC	Information Not Available
Top Industries
VISITORS READING REVIEWS Comms Service Provider 17% Manufacturing Company 14% Financial Services Firm 13% Marketing Services Firm 11%	VISITORS READING REVIEWS Financial Services Firm 28% Marketing Services Firm 11% Media Company 7% Insurance Company 7%	No Data Available
Company Size
REVIEWERS Small Business 33% Midsize Enterprise 20% Large Enterprise 47% VISITORS READING REVIEWS Small Business 19% Midsize Enterprise 18% Large Enterprise 64%	REVIEWERS Small Business 27% Midsize Enterprise 33% Large Enterprise 40% VISITORS READING REVIEWS Small Business 18% Midsize Enterprise 23% Large Enterprise 59%	No Data Available

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