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gptkbp:instanceOf
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gptkb:cloud_service
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|
gptkbp:category
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gptkb:cloud_service
gptkb:Big_Data_Service
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gptkbp:developedBy
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gptkb:Google
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gptkbp:enables
|
big data processing
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|
https://www.w3.org/2000/01/rdf-schema#label
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Google Dataproc
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gptkbp:launched
|
2016
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gptkbp:offers
|
auto-scaling
custom images
per-second billing
preemptible VM support
Jupyter Notebooks integration
|
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gptkbp:partOf
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gptkb:Google_Cloud_Platform
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|
gptkbp:provides
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integration with BigQuery
integration with Google Cloud Logging
integration with Google Cloud Monitoring
integration with Google Cloud Storage
managed clusters
scalable infrastructure
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|
gptkbp:regionAvailability
|
multiple global regions
|
|
gptkbp:supports
|
gptkb:Java
gptkb:Python
gptkb:Scala
gptkb:Apache_Hadoop
gptkb:Apache_Hive
gptkb:Apache_Spark
gptkb:Apache_Pig
SQL
|
|
gptkbp:usedFor
|
gptkb:machine_learning
data analytics
batch processing
stream processing
ETL workloads
|
|
gptkbp:website
|
https://cloud.google.com/dataproc
|
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gptkbp:bfsParent
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gptkb:Python_(PySpark)
|
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gptkbp:bfsLayer
|
7
|