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CASPaxos: Replicated State Machines without logs
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CASPaxos is a wait-free, linearizable, multi-writer multi-reader register in unreliable, asynchronous networks supporting arbitrary update operations including compare-and-set (CAS). The register acts as a replicated state machine providing an interface for changing its value by applying an arbitrary user-provided function (a command). Unlike Multi-Paxos and Raft which replicate the log of commands, CASPaxos replicates state, thus avoiding associated complexity, reducing write amplification, increasing concurrency of disk operations and hardware utilization. The paper describes CASPaxos, proves its safety properties and evaluates the characteristics of a CASPaxos-based prototype of key-value storage.
Forward citations
Cited by 2 Pith papers
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Implementing Decentralized Per-Partition Automatic Failover in Azure Cosmos DB
Cosmos DB introduces per-partition automatic geo-failover driven by a CAS Paxos-backed Failover Manager state machine, restoring write availability in under two minutes in tests.
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Analyzing Fairness of Computer Vision and Natural Language Processing Models
Chaining fairness mitigation algorithms across ML lifecycle stages sometimes reduces bias more than single-stage application, but the evidence here is under-specified and partly circular.
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