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10+ Best Big Data Processing and Distribution Softwares 2021

Big data processing and distribution systems offer a way to collect, distribute, store, and manage massive, unstructured data sets in real time. These solutions provide a simple way to process and distribute data amongst parallel computing clusters in an organized fashion.

Alternatives

Logo Name Rating CEO Pricing Founded Revenue Employees Location Reviews Customers
Google BigQuery 4.7 Thomas Kurian Custom 2010 $10 B 10000+ Mountain View 1698+ Reviews 900000+
Azure Data Lake Store 4.7 Satya Nadella $26.08 2014 $36.9 B 185+ Redmond 1748+ Reviews N/A
Qubole 4.6 Ashish Thusoo Free 2011 $22 M 392+ Santa Clara 1888+ Reviews 1600+
GI Big Data 4.5 Xavier Vaucois Custom 2005 $1 M 50+ Vancouver 1698+ Reviews 40000+
Snowplow Analytics 4.4 Alexander Dean Custom 2011 $7 M 25+ London 1777+ Reviews 150+
Alibaba MaxCompute 4.4 Daniel Zhang $19.99 2009 $370 M 3000+ Hangzhou 1878+ Reviews 80000+
HVR 4.4 Anthony Brooks-Williams Custom 2012 $15.8 M 109+ San Francisco 1847+ Reviews 500+
Hazelcast IMDG 4.3 Kelly Herrell Custom 2008 $14 M 128+ Silicon Valley 1987+ Reviews N/A
Cloudera 4.6 Robert Bearden Custom 2008 $794.2 M 3000+ Palo Alto 1888+ Reviews 2000+
Snowflake 4.8 Frank Slootman Custom 2012 $264.7 M 2037+ San Mateo 1698+ Reviews 2000+

Google BigQuery

4.7 User Rating
Custom Price
Cloud Processing, Data Transformation, Real-Time Analytics Features
Overview
BigQuery is a big data processing and distribution software developed by Google. Many data analysts and data scientists from big organizations and companies rely on it for their work. Google equipped BigQuery with top-tier machine learning and BI engine. BigQuery launched on May 19, 2010, and has been improving every year thanks to Google's innovations.

Azure Data Lake Store

4.7 User Rating
$26.08 Price
Analyse data, Enterprise-grade security, Dynamic scaling Features
Overview
Azure Data Lake Storage is a robust data platform developed by Microsoft. Microsoft spared no expense in reinforcing it with the latest cutting-edge tools. They designed it for companies that produce and share massive loads of data on a daily basis. Microsoft launched Azure Data Lake Storage in 2014. And it's currently being used by thousands of users.

Qubole

4.6 User Rating
Free Price
Ad-hoc Analytics, Streaming Analytics, Machine Learning Features
Overview
Qubole is a fast-growing big data processing and distribution software that is available right now. That said, since its establishment in 2011, more than 1,600 businesses are currently using its solution. Headquartered in Santa Clara, this platform caters to companies from all over the world. If you want to know more about Qubole, all you need to do is scroll down now.

GI Big Data

4.5 User Rating
Custom Price
Predictive Applications, Technologies Support, Analytics, Features
Overview
GI Big Data is one of the most popular big data processing and distribution software in the market. In fact, since it was founded in 2005, this platform currently caters to more than 40,000 businesses from around the world. If you want to know more about GI Big Data, such as alternatives, pricing, reviews, etc., scroll down now.

Snowplow Analytics

4.4 User Rating
Custom Price
Data quality, Event validation, Data pipeline Features
Overview
Snowplow Analytics is a leading big data processing and distribution software. Since its establishment in 2011, this platform is now generating an estimated $7 million in annual revenue. Alexander Dean, this software company’s CEO, is currently in charge of its growth. If you want to know more about Snowplow Analytics, such as pricing, alternatives, reviews, etc., scroll down now.

Alibaba MaxCompute

4.4 User Rating
$19.99 Price
Data storage Multi-copy redundancy, Large-scale computing Features
Overview
Alibaba MaxCompute is an industry-leading big data processing and distribution software that caters to large enterprises. It is also one of the more popular solutions. In fact, more than 80,000 people are currently using its platform. This is thanks to the superb leadership of CEO, Daniel Zhang. Learn more about Alibaba MaxCompute when you scroll down.

HVR

4.4 User Rating
Custom Price
Active/Active Data Replication, Data Warehouse Consolidation, AWS Data Integration Features
Overview
Located in San Francisco, HVR is a superb big data processing and distribution software that caters to more than 500 corporations worldwide. Aside from that, since its establishment in 2012, this platform generates an estimated annual revenue of $15.8 million. If you want to know more about HVR, such as its alternatives, pricing, reviews, etc., scroll down now.

Hazelcast IMDG

4.3 User Rating
Custom Price
Rolling Upgrade, Security Suite, Automatic Disaster Recovery Features
Overview
Hazelcast IMDG is fantastic big data processing and distribution software for businesses of every size. Located in Silicon Valley, this platform now generates an estimated $14 million in annual revenue. This shows its growth since its establishment in 2008. Currently overseeing this software company’s operations is CEO, Kelly Herrell. If you want to learn more about Hazelcast IMDG, all you need to do is scrub through this page.

Cloudera

4.6 User Rating
Custom Price
Cluster management, Resource management, Rolling upgrade of CDH. Features
Overview
Cloudera is a top level big data processing and distribution software. It is also a well-established solution, catering to more than 2,000 businesses worldwide. Since its establishment in 2008, this platform now generates an estimated $794.2 million in annual revenue. If you want to learn more about Cloudera, such as alternatives, pricing, customer reviews, etc., scroll down now.

Snowflake

4.8 User Rating
Custom Price
Connectivity, Data Import and Export, Data Sharing Features
Overview
Snowflake is one of the top global providers of data platforms since 2012. Thousands of organizations have been using Snowflake's software and experienced great results, one of which is a 612% average customer ROI. Snowflake has over 1,300 partners that they collaborate with for their data platform's continuous improvement. Snowflake's platform has a high usage rate as it runs 515+ million data every day.