Best Google Cloud Data Engineer Training in Bangalore
                     GCP Data Engineering 
Architecture Overview
• Cloud-native architecture for large-scale 
data
• Supports batch and real-time processing
• Highly scalable and fully managed 
services
• Enables faster analytics and insights
• Integrates multiple data sources
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Data Sources Layer
• Operational databases and SaaS 
systems
• Application logs and event data
• IoT devices and streaming sources
• Third-party APIs and partner data
• On-premise systems via secure 
connectors
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90546
Data Ingestion Layer
• Cloud Pub/Sub for real-time ingestion
• Cloud Dataflow for scalable pipelines
• Transfer Service for bulk data loads
• Dataproc for legacy ingestion jobs
• Supports push and pull models
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90546
Data Processing Layer
• Dataflow for batch and stream 
processing
• Dataproc for Spark and Hadoop 
workloads
• Cloud Functions for event-based 
processing
• ETL and ELT processing support
• Auto-scaling based on workload
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90546
Data Storage Layer
• Cloud Storage for raw data
• BigQuery for analytics and warehousing
• Bigtable for low-latency data
• Firestore for real-time apps
• High durability and availability
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90546
Analytics & Query Layer
• BigQuery for fast SQL analytics
• Handles petabyte-scale data
• BigQuery ML for machine learning
• Ad-hoc and scheduled queries
• High-performance execution
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Visualization & 
Consumption Layer
• Looker and Looker Studio dashboards
• BI tool integrations
• API access for applications
• Real-time and historical insights
• Self-service analytics for users
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Security, Governance & 
Monitoring
• IAM-based access control
• Encryption at rest and in transit
• Cloud Monitoring for pipelines
• Audit logging and data lineage
• Compliance and reliability assurance
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Contact
GCP Data Engineering 
Address:- Flat no: 205, 2nd Floor, Nilgiri 
Block, Aditya Enclave, Ameerpet, 
Hyderabad-1 
• Ph. No: +91-7032290546 
• Visit: www.visualpath.in 
• E-Mail: [email protected]
+91-70322
90546
THANK 
YOU
                                                Visit: 
www.visualpath.in
+91-70322
90546