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Using logs to build a solid data infrastructure (or: why dual writes are a bad idea)

Confluent Blog · published 26 September 2026

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https://martin.kleppmann.com/2015/04/24/logs-for-data-infrastructure-at-craft.html

martin.kleppmann.com

http://craft-conf.com/2015

craft-conf.com

http://www.ustream.tv/recorded/61479591/theater

ustream.tv

https://speakerdeck.com/ept/using-logs-to-create-a-solid-data-infrastructure

speakerdeck.com

https://ramcloud.stanford.edu/raft.pdf

ramcloud.stanford.edu

https://kafka.apache.org/

kafka.apache.org

https://martin.kleppmann.com/

martin.kleppmann.com

http://samza.apache.org/

samza.apache.org

https://twitter.com/jaykreps

twitter.com

https://twitter.com/criccomini

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https://twitter.com/nehanarkhede

twitter.com

http://dataintensive.net/

dataintensive.net

http://the-paper-trail.org/blog/consensus-protocols-two-phase-commit/

the-paper-trail.org

http://adrianmarriott.net/logosroot/papers/LifeBeyondTxns.pdf

adrianmarriott.net

http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.219.7269

citeseerx.ist.psu.edu

http://db.csail.mit.edu/madden/html/aries.pdf

db.csail.mit.edu

http://www.cs.umb.edu/~poneil/lsmtree.pdf

cs.umb.edu

http://blog.cloudera.com/blog/2012/06/hbase-io-hfile-input-output/

blog.cloudera.com

http://jonathanhui.com/how-cassandra-read-persists-data-and-maintain-consistency

jonathanhui.com

http://basho.com/assets/bitcask-intro.pdf

basho.com

https://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying

engineering.linkedin.com

https://www.goodreads.com/quotes/71510-the-history-of-every-major-galactic-civilization-tends-to-pass

goodreads.com

https://aphyr.com/posts/284-call-me-maybe-mongodb

aphyr.com

http://www.read.seas.harvard.edu/~kohler/class/08w-dsi/chandra07paxos.pdf

read.seas.harvard.edu

http://labs.yahoo.com/files/ZAB.pdf

labs.yahoo.com

https://zookeeper.apache.org/

zookeeper.apache.org

http://ramcloud.stanford.edu/raft.pdf

ramcloud.stanford.edu

http://arxiv.org/abs/1309.5671

arxiv.org

http://www.cl.cam.ac.uk/~ms705/pub/papers/2015-osr-raft.pdf

cl.cam.ac.uk

http://courses.csail.mit.edu/6.852/08/papers/CT96-JACM.pdf

courses.csail.mit.edu

https://www.facebook.com/note.php?note_id=23844338919&id=9445547199

facebook.com

http://www.allthingsdistributed.com/2007/12/eventually_consistent.html

allthingsdistributed.com

https://aphyr.com/posts/313-strong-consistency-models

aphyr.com

http://research.microsoft.com/pubs/199947/Tango.pdf

research.microsoft.com

http://blog.confluent.io/2015/04/23/bottled-water-real-time-integration-of-postgresql-and-kafka/

blog.confluent.io

https://github.com/confluentinc/bottledwater-pg

github.com

http://martin.kleppmann.com/2015/06/02/change-capture-at-berlin-buzzwords.html

martin.kleppmann.com

http://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying

engineering.linkedin.com

http://shop.oreilly.com/product/0636920034339.do

shop.oreilly.com

http://dataintensive.net

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https://martin.kleppmann.com/2015/03/04/turning-the-database-inside-out.html

martin.kleppmann.com

http://www.cidrdb.org/cidr2015/Papers/CIDR15_Paper16.pdf

cidrdb.org

http://www.socc2012.org/s18-das.pdf

socc2012.org

https://www.usenix.org/system/files/conference/nsdi15/nsdi15-paper-sharma.pdf

usenix.org