Data Warehouse Migration

Unified stream and batch data processing that’s serverless, fast, and cost-effective.

Fully managed data processing service

Automated provisioning and management of processing resources

Horizontal autoscaling of worker resources to maximize resource utilization

OSS community-driven innovation with Apache Beam SDK

Reliable and consistent exactly-once processing

Solution Partners

Benefits

Provide recovery times aligned to your business

Ensure RPO and RTO objectives are met for backup and recovery times.

Efficient, application-aware backups

Use Cloud Storage for backup to reduce your data center backup footprint.

Reuse cloud backups

Use backups for ransomware recovery, test/dev clones, and analytics.

Key Features

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Autoscaling of resources and dynamic work rebalancing

Minimize pipeline latency, maximize resource utilization, and reduce processing cost per data record with data-aware resource autoscaling. Data inputs are partitioned automatically and constantly rebalanced to even out worker resource utilization and reduce the effect of “hot keys” on pipeline performance.

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Flexible scheduling and pricing for batch processing

For processing with flexibility in job scheduling time, such as overnight jobs, flexible resource scheduling (FlexRS) offers a lower price for batch processing. These flexible jobs are placed into a queue with a guarantee that they will be retrieved for execution within a six-hour window.

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Ready-to-use real-time AI patterns

Enabled through ready-to-use patterns, Dataflow’s real-time AI capabilities allow for real-time reactions with near-human intelligence to large torrents of events. Customers can build intelligent solutions ranging from predictive analytics and anomaly detection to real-time personalization and other advanced analytics use cases.

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