data integration
Combining disparate information
Data integration is the process of combining information from different sources into a unified view.
In computing and business, this typically means merging databases, file formats, or software systems so they can share and exchange information: The company's data integration project connected their sales and inventory systems.
The goal is usually to eliminate silos where information is trapped in incompatible formats.
Source-to-destination data process
- APISoftware communication standard
- middlewareInter-application bridging software
- databaseOrganized digital information collection
- SQLDatabase manipulation language
NoSQL · webhook · JSON · XML · schema · Hadoop · cloud computing · IoT
Combining into unified whole
- harmonizationCreating consistency across systems
- mergingBlending into one
- centralizationUnifying control in one place
- interoperabilityCross-platform functional harmony
synchronization · alignment · normalization · deduplication · transformation · aggregation · reconciliation · standardization
Self-operating system design
- real-timeOccurring without processing delay
- scalabilityCapacity for growth
- throughputProcessing rate over time
- latencyDelay in system response
batch processing · streaming · parallel processing · optimization · scheduling · orchestration · monitoring · error handling
ETL
Source-to-destination data process
- APISoftware communication standard
- middlewareInter-application bridging software
- databaseOrganized digital information collection
SQL · NoSQL · webhook · JSON · XML · schema · Hadoop · cloud computing · IoT · connector
consolidation
Combining into unified whole
- harmonizationCreating consistency across systems
- mergingBlending into one
- centralizationUnifying control in one place
interoperability · synchronization · alignment · normalization · deduplication · transformation · aggregation · reconciliation · standardization · migration
automation
Self-operating system design
- real-timeOccurring without processing delay
- scalabilityCapacity for growth
- throughputProcessing rate over time
latency · batch processing · streaming · parallel processing · optimization · scheduling · orchestration · monitoring · error handling · performance
data integrationinformation silos
Isolated pockets of unshared knowledge
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