Big Data Processing Workflows - Multi-Cloud Platform

Real-time Active

Cloud Services Status

Processing Metrics

Cost Analysis

$24.50

Hourly Cost

$17,640

Monthly Estimate

Pipeline Architecture

Data Sources

→

Processing

→

Analytics

→

Visualization

Job Execution

Ready to start 0%

Data Sources

E-commerce Transactions (10k+ records)

IoT Sensor Data (Temperature, Humidity, Pressure)

Web Server Logs

Financial Market Data

Social Media Sentiment

Processing Log

System ready. Select data sources and start processing...

Performance Optimization Recommendations

Consider increasing cluster size for large datasets
Enable data partitioning for better query performance
Use columnar storage format (Parquet) for analytical workloads
Implement data caching for frequently accessed datasets

Real-time Data Stream

Data streaming in real-time

Stream Analytics

Real-time Metrics

Events/sec

0ms

Latency

Total Events

Data Distribution

Time Series Analysis

Platform Comparison

Data Lineage

API Endpoint Testing

Endpoint URL:

Method:

Data Quality

99.2%

Data Accuracy

96.8%

Completeness

98.5%

Consistency