|
gptkbp:instance_of
|
gptkb:cloud_services
|
|
gptkbp:can_be_used_for
|
Streaming Data Processing
|
|
gptkbp:developed_by
|
gptkb:Google_Cloud
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Dataproc
|
|
gptkbp:integrates_with
|
gptkb:Google
gptkb:Google_Cloud_Platform
gptkb:cloud_storage
|
|
gptkbp:is_accessible_by
|
gptkb:video_game
gptkb:Command_Line_Interface
REST API
|
|
gptkbp:is_available_in
|
Multiple Regions
Multiple Zones
|
|
gptkbp:is_available_on
|
gptkb:Google_Cloud_Platform
|
|
gptkbp:is_compatible_with
|
gptkb:Kubernetes
gptkb:Docker
|
|
gptkbp:is_effective_against
|
Large Datasets
Short-lived Jobs
|
|
gptkbp:is_integrated_with
|
gptkb:Apache_Pig
gptkb:Apache_Hive
gptkb:Apache_Flink
|
|
gptkbp:is_optimized_for
|
gptkb:performance
Cost Efficiency
|
|
gptkbp:is_part_of
|
Google Cloud Ecosystem
|
|
gptkbp:is_scalable
|
Global Scale
|
|
gptkbp:is_used_by
|
gptkb:Analysts
Data Scientists
Data Engineers
|
|
gptkbp:is_used_for
|
gptkb:machine_learning
Data Analysis
Data Warehousing
|
|
gptkbp:is_user_friendly
|
gptkb:developers
Businesses
|
|
gptkbp:language_support
|
gptkb:Java
gptkb:Python
gptkb:Scala
|
|
gptkbp:offers
|
Data Processing
Data Visualization Tools
Monitoring and Logging
Cluster Management
Job Scheduling
Custom Images
Job Monitoring
Cluster Configuration
|
|
gptkbp:provides
|
Batch Processing
Real-time Processing
Security Features
Interactive Analysis
Managed Spark and Hadoop
|
|
gptkbp:scales
|
Up to thousands of nodes
|
|
gptkbp:suitable_for
|
Data Lakes
ETL Processes
Data Pipelines
|
|
gptkbp:supports
|
gptkb:Jupyter_Notebooks
gptkb:Identity_and_Access_Management
Data Encryption
Big Data Processing
Preemptible VMs
Autoscaling
|
|
gptkbp:uses
|
gptkb:Apache_Spark
gptkb:Hadoop
|
|
gptkbp:bfsParent
|
gptkb:cloud_services
|
|
gptkbp:bfsLayer
|
4
|