Data processing solutions - Data processing methods
11 important questions on Data processing solutions - Data processing methods
What is azure stream analytics?
- use to respond to data events in realtime or analyze large batches of data
- Offers sub-second latency.
What is Azure Data explorer
- fully managed data analytics services
- Fast and highly scalable
- Real-time analysis of big data streaming from websites, iot devices and apps
- Collect, store and analyze diverse data to improve output.
What is HDInsight (Hadoop)?
- Provides tools to ingest, process and analyze big data
- It includes apache hadoop, spark, kafka, Hbase, Storm, and interactive query
- Uses Hive to run ETL operations on the ingested data.
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What is Azure databricks?
- Apache spark-based analytics platform optimzed for microsoft Azure
- Integratied with azure to provide one-click setup, streamed workflows
- Interactive workflow, enabling collaboration between data scientists, data engineers, business analysts
- Globally scalable
- Integrates effortlessly with a wide variety of data stores and services.
What is Azure data catalog?
- Enterprise-wide metadata catalog
- Register, enrich, discover, understand and consume data sources
- quickly find the data and then use it in whatever tool is required
- Data stays n one place
- less time looking for data and more time using it.
What is azure data factory?
These factories can be created using:
- Azure CLI
- .Net
- Python
- REST
- ARM (Azure resource manager)
- SSIS
What is a tumbling window?
What is a hopping window
What is a session window?
What is a sliding window?
What is a snapshot window?
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