Big Data Analytics Software Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Big Data Analytics Software
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
Big Data Analytics Software Articles
85+ Big Data Statistics To Map Growth in 2025
When you think about data, follow the zeros.
by Soundarya Jayaraman
36+ Big Data Examples and Applications In Real Life
As companies rationalize their database management practices, more firms turn to big data to operationalize their business outcomes.
by Devin Pickell
Leveraging Data Governance Across Big Data Environments
Data is a critical asset to organizations today and the growing volume of diverse data generation is making data management and governance increasingly important and challenging. Managing the ever-increasing complexity in data sets has given rise to the concept of big data, but what exactly is big data, and why is it important for businesses?
by Isha Kaur
A Brief History of Data and the Birth of Analytics Platforms
The story of the first business computer could not be more British if it tried.
by Tom Pringle
Top 5 Big Data Predictions by 2021
The world of big data is expected to reach an astonishing 163 zettabytes, or 163 trillion gigabytes, by 2025. Curious about how large one zettabyte is? It could store roughly 2 billion years' worth of music.
by Devin Pickell
8 Big Data Technologies On the Rise
The media storm surrounding big data has calmed, but businesses are still searching for ways to harness all this data.
by Devin Pickell
The 4 Most Important Big Data Programming Languages
Programming languages, just like spoken languages, have their own unique structures, formats, and flows.
by Devin Pickell
10 Data Analytics Trends for 2020 and Beyond
More and more businesses today are looking to extract insight out of their systems using data analytics.
by Devin Pickell
Big Data Analytics Software Glossary Terms
Big Data Analytics Software Discussions
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Question on: Dataiku
How does Dataiku compare to competing products?
Frequently Asked Questions
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The best choice usually depends on your setup, needs, and use cases; that said, many of our customers switched to Dataiku because of the depth of our integration into big data environments, the ease with which Dataiku pipelines are managed and pushed to production, and the collaboration features that keep a data team working together in a single orchestrating tool. Please contact us to find out if Dataiku is the right fit for you.
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Question on: Arcadia Enterprise
How does Arcadia Data help with regard to security and data governance?
Security
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Since Arcadia Data analyzes data where it resides and requires no data movement, data governance is simplified since there are no extra data copies that need to be tracked. Also, Arcadia Data tightly integrates with Hadoop security frameworks for role/policy-based access controls and column-level security, to ensure sensitive data is protected from unauthorized viewing.
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Question on: Arcadia Enterprise
What databases can Arcadia Data connect to?
Connectivity
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Arcadia Data is ideally run on big data platforms like Apache Hadoop and Apache Kafka. Arcadia Data provides the biggest advantages on data lakes, cloud object stores, and streaming data, but also offers data blending with traditional relational sources such as Oracle, Teradata Aster, MySQL, Redshift, Kudu, etc.
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Big Data Analytics Software Reports
Mid-Market Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Momentum Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Momentum Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Momentum Grid® Report











