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FACULTY OF
ENGINEERING AND
TECHNOLOGYDoctoral DissertationENABLING WORKLOAD SCALABILITY, STRONG
CONSISTENCY AND ELASTICITY WITH
TRANSACTIONAL DATABASE REPLICATION
Michael A. GeorgiouLimassol, May
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How to fill out delta a highly available
How to fill out delta a highly available
01
Choose a highly available Delta storage backend that supports replication and fault tolerance.
02
Design your data pipelines to write data to Delta tables with appropriate partitioning and clustering.
03
Set up monitoring and alerting for your Delta tables to ensure data availability and consistency.
04
Use resilient streaming architectures like Apache Spark to process and query Delta tables in a fault-tolerant manner.
05
Implement data backups and disaster recovery strategies to minimize downtime and data loss in case of failures.
Who needs delta a highly available?
01
Enterprises with critical data processing needs requiring high availability and fault tolerance.
02
Companies operating real-time analytics or machine learning workloads that cannot afford downtime or data loss.
03
Organizations that handle sensitive or regulatory data and need to ensure data consistency and availability at all times.
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