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Big Data Landscape 2016
User Interface
Data Lake
Data Warehouse
Ingestion
Processing
Data Science Interactive Analysis Reporting & Dashboards
Data Sources
Analytics
Micro Analytics Services: Substitute for
reporting servers.
Charting Libraries:Dashboards:
Analytics Frontends
Algorithms
Structured Data Lake: The eternal memory.
Efficient data serialization formats:
 Integated compression
 Column-oriented storage
 Predicate pushdown
Distributed Filesystem or NoSQL DB
Data Workflows ETL Jobs Massive
Parallelization
Pig Open Studio
Data Logicstics Stream
Processing
NewSQL: SQL meets NoSQL.
Polyglott Persistence & Analytics
Index Machines: Fast aggregation and search.
In-Memory Databases: Fast access.
Time Series Databases
Atlas
Graph Databases

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Big Data Landscape 2016

  • 1. Big Data Landscape 2016 User Interface Data Lake Data Warehouse Ingestion Processing Data Science Interactive Analysis Reporting & Dashboards Data Sources Analytics Micro Analytics Services: Substitute for reporting servers. Charting Libraries:Dashboards: Analytics Frontends Algorithms Structured Data Lake: The eternal memory. Efficient data serialization formats:  Integated compression  Column-oriented storage  Predicate pushdown Distributed Filesystem or NoSQL DB Data Workflows ETL Jobs Massive Parallelization Pig Open Studio Data Logicstics Stream Processing NewSQL: SQL meets NoSQL. Polyglott Persistence & Analytics Index Machines: Fast aggregation and search. In-Memory Databases: Fast access. Time Series Databases Atlas Graph Databases