Scaling Transactional Databases with Strong Guarantees

Transaction Mgmt Diagram

Database replication is a common mechanism used for scaling performance and improving availability of transactional databases but past approaches have suffered from various issues including limited scalability, performance versus consistency tradeoffs, and requirements for database or application modifications. Hihooi is a replication-based middleware solution that is able to achieve workload scalability, strong consistency guarantees, and elasticity for existing transactional databases at a low cost. A novel replication algorithm enables Hihooi to propagate database modifications asynchronously to all replicas at high speeds, while ensuring that all replicas are consistent. At the same time, a fine-grained routing algorithm is used to load balance incoming transactions to available replicas in a consistent way.

Relevant Publications

 

Funding

AWS
  • AWS Cloud Credits for Research Grant, Amazon Web Services, July 2018
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