Two approaches have emerged to tackle the replication challenge: leader-based replication and leaderless replication. This article delves into the latter, exploring quorums, gossip protocols, sloppy quorums and hinted handoff.
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Data, ML and Software Engineering
- Contextual bandits algorithms like LinUCB and Neural bandits used to optimise marketing campaigns
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- Streaming large files directly from SFTP to S3 without any intermediate disk storage, using Python's asyncio
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- Enriching a stream using an external database with Apache Flink
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- Consuming CDC logs from a backend database to an Iceberg table using Flink
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