IPA: Invariant-preserving Applications for Weakly-consistent Replicated Databases (1802.08474v2)

Abstract: Storage systems based on Weak Consistency provide better availability and lower latency than systems that use Strong Consistency, especially in geo-replicated settings. However, under Weak Consistency, it is harder to ensure the correctness of applications, as the execution of uncoordinated operations may lead to invalid states. In this paper we show how to modify an application to make it run correctly under Weak Consistency. We developed an analysis that detects which operations need to be corrected, and proposes possible modifications to operations to prevent inconsistencies. This analysis allows the programmer to choose the preferred semantics for each problematic execution, while preserving the original semantics of operations when no conflicts occur. The modified application runs with small overhead when compared with its Weak Consistency counterpart, which cannot preserve application correctness.