This document provides an overview of the big data landscape, covering infrastructure, databases, analytics platforms, applications, industries utilizing big data, and areas of the big data field like machine learning, data visualization, and artificial intelligence. It was created by Matt Turck, Sutian Dong, and FirstMark Capital to map the current state of big data in version 3.0.

1. Infrastructure
NoSQLDatabasesNewSQL
Databses
MPPDatabasesGraph
Databases
Analytics
HadoopOnPrem
Cluster
Services
Applications
Security
Data Sources
Data
Sources
BIG DATA LANDSCAPE, VERSION 3.0
© Matt Turck (@mattturck), Sutian Dong (@sutiandong) & FirstMark Capital (@firstmarkcap)
Data
Mkts
Open Source
Frame-
work
Cloud
Deploy
Query/
Data
Flow
Data
Access
Coordin-
ation/
Work-
flow
Real-
Time
Stat
Tools
Machine
Learning
Crowd-
sourcing
App
Dev.
Cross Infrastructure / Analytics
Management/
Monitoring
Cloud
AnalyticsPlatformsMachine
Learning
Location/
People/
Events
BigData
Search
UnstructuredData
Social
Analytics
LogAnalytics
Crowd-
Sourced
SMB
Analytics
Services
ForBusiness
Analysts
Real-
Time
AdOptimization
Publisher
Tools
Finance
Human
Capital
Marketing
Government/
Regulation
LegalIndustries
Health
Sensor
Data
DataScience
Platforms
/Tools
BIPlatforms
Education
/Learning
Security
Statistical
Computing
Search
Incubat-
ors&
Schools
Storage
DataVisualization
Exited: Acquisition or IPO
AI
DataTransformation