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Open access Sep 2026

Caching with Monotonicity and Consistency

We propose monotonic consistent caching (MCC), a cache scheme for applications that demand transactional guarantees. MCC warrants that a transaction-like request always sees a consistent view of the backend database and that observed writes over the cache will not be lost, even if it operates on conventional cache syst...

Shuai An, Yang Cao, Jia Li et al. · 0 citations
Open access Aug 2026

Best of both worlds: contextual feature explanation

Formal feature explanations strictly maintain perfect conformity but are intractable to compute, while heuristic methods are much faster but can lead to problematic explanations due to lack of conformity guarantees. We propose relative keys that have the best of both worlds. Relative keys associate feature explanations...

Shuai An, Yang Cao, Jia Li et al. · 1 citation
Open access Sep 2026

Caching with Monotonicity and Consistency

We propose monotonic consistent caching (MCC), a cache scheme for applications that demand transactional guarantees. MCC warrants that a transaction-like request always sees a consistent view of the backend database and that observed writes over the cache will not be lost, even if it operates on conventional cache syst...

Shuai An, Yang Cao, Jia Li et al. · 0 citations

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