#changedatacapture — Public Fediverse posts

#Pinterest launched a next-gen CDC-based ingestion framework.

Using #ApacheKafka, #ApacheFlink, #ApacheSpark & #ApacheIceberg, they achieved:
• Latency cut from 24+ hours to 15 minutes
• Processing of only changed records
• Support for incremental updates & deletions
• Petabyte-scale data across 1,000+ pipelines

Win: optimized cost & efficiency!

Read the architectural deep dive on InfoQ 👉 https://bit.ly/4rMJB2H

#SoftwareArchitecture #ChangeDataCapture

Mirroring for SQL Server in Microsoft Fabric
#MicrosoftFabric #SQLServer #Dataanalytics #OneLake #AI #DataScience #ChangeDataCapture #DataReplication
https://blog.fabric.microsoft.com/en-AU/blog/mirroring-for-sql-server-in-microsoft-fabric-generally-available?wt.mc_id=DP-MVP-4015656

One Open-source Project Daily

Change data capture for a variety of databases.

https://github.com/debezium/debezium

#1ospd #opensource #apachekafka #cdc #changedatacapture #datapipeline #database #debezium #eventstreaming #kafka #kafkaconnect #kafkaproducer

Legacy Systems = tightly coupled architectures hard to scale, change & maintain.

National Grid tackled this with 4 paradigms:
1️⃣ #DomainDrivenDesign
2️⃣ #TeamTopologies
3️⃣ #EventDrivenArchitecture
4️⃣ #ChangeDataCapture

Details in the #InfoQ article ⇨ https://bit.ly/44UplDs

#SoftwareArchitecture #LegacyCode

Using #watermarks to coordinate #ChangeDataCapture in #PostgreSQL

#CDC

https://blog.sequinstream.com/using-watermarks-to-coordinate-change-data-capture-in-postgres/

The #OneBillionRowChallenge (#1BRC) went viral in the Java community earlier this year.

In this #InfoQ talk, Gunnar Morling dives into some of the tricks employed by the fastest solutions for processing the challenge’s 13 GB input file within less than two seconds.

Expect insights into:
• Parallelization and efficient memory access
• Optimized parsing routines with SIMD/SWAR
• Custom map implementations

He also shares personal stories and key takeaways from leading this challenge for and with the community.

A must-watch video: https://bit.ly/3Yl7y3v

#transcript included

#Java #EventStreming #ChangeDataCapture #SoftwareArchitecture #DataEngineering

PeerDB Streams - Simple, Native #Postgres #ChangeDataCapture #CDC

https://blog.peerdb.io/peerdb-streams-simple-native-postgres-change-data-capture

Uncover the secrets of CacheFront – Uber’s innovative #caching solution for its in-house distributed database, Docstore!

Learn how it achieves over 40M reads per second & significant latency reductions: https://bit.ly/3T0l7mf

#InfoQ #DistributedCache #Database #SQL #DistributedData #ChangeDataCapture

💡 Ready to elevate your skills in #SoftwareArchitecture?

🎥 Check out the must-watch #InfoQ videos of 2023!

Stay informed, stay inspired, and #StayAhead of the curve! 💪 Knowledge is power!

➡️ Microservices Retrospective – What We Learned (and Didn’t Learn) from Netflix by Adrian Cockcroft: https://bit.ly/49kImi4

➡️ No Next Next: Fighting Entropy in Your Microservices Architecture by Anna Shipman: https://bit.ly/3UIIAuT

➡️ Orchestration vs Choreography, a Guide to Composing Your Monolith by Ian Thomas: https://bit.ly/3UMP7Va

➡️ Change Data Capture for Microservices by Gunnar Morling: https://bit.ly/3uD8jdz

➡️ Tales of Kafka @Cloudflare: Lessons Learnt on the Way to 1 Trillion Messages by Andrea Medda & Matt Boyle: https://bit.ly/49Cdcmx

#transcript included

#ICYMInfoQ #Microservices #DistributedSystems #Monolith #ChangeDataCapture #ApacheKafka #Netflix #Cloudflare #FinancialTimes

It might be 45 sleeps until Christmas, but it's only FOUR DAYS until @gunnarmorling and I launch our monthly roundup of interesting things happening in the streaming and data space. Stay tuned to the Decodable blog next week :)

👉 🗞️ https://decodable.co/blog 🎁

#openSource #dataEngineering #streamProcessing #databases #changeDataCapture

Learn how #ChangeDataCapture & #StreamProcessing can help developers with typical challenges they often face when working on #microservices!

Gunnar Morling talks about the challenges you might encounter when deploying CDC into practice: https://bit.ly/46EjUGs

#InfoQ video w/ #transcript included

#Debezium #ApacheFlink #OutboxPattern #SoftwareArchitecture #QConLondon

Update on the #CDC (#ChangeDataCapture) implementation for #TimeScaleDB 🧐 :ablobcatrave: 🤩

- #debezium integration not yet started!
- generated events compatible with debezium
- automatic handling of hypertables and schema
- automatic handling of chunk creation and deletion
- includes and excludes for hypertable selection
- fully compatible with non-privileged user permissions
- function for initial publication creation (prevents need for postgres user)

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So you want Change Data Capture? https://www.dolthub.com/blog/2023-03-01-change-data-capture/

Good overview of what is #ChangeDataCapture (or #CDC) with mention of #Debezium. It reminded me of a previous life 😆

Wondering how to track the changes in a #PostgreSQL database to #ApacheKafka?

Join @saltnburnem and me today, at 7PM CET on Twitch http://twitch.tv/split_software to find it out!

Hint: #CDC with #Debezium FTW!
#ChangeDataCapture

Paul Brebner zeigt in unserem neuen Blog, wie Sie eine #ChangeDataCapture-Pipeline mit #KafkaConnect und dem @[email protected] #PostgreSQL Connector erfolgreich einsetzen, konfigurieren und betreiben.

Zum vollen Artikel geht es hier weiter:
https://instaclustr.co/3Ui115N

📺 The recording of Sharon Xie's and my session about change stream processing with Apache Flink and #Decodable is up on YouTube now! Thank you so much to everyone who joined and for all the great questions, this was fun 🤓!

https://www.youtube.com/watch?v=LKX76Hnwtis

#streamprocessing #changedatacapture #debezium #apacheflink #dataengineering