mas.to

SoftwareMillOur Client needed a robust solution to process vast amounts of data in real-time. We chose Apache Kafka for this project 🚀 See how it helped overcome all the challenges: <a href="https://softwaremill.com/case-study/data-streaming-using-kafka-for-a-retail-company/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://softwaremill.com/case-study/data-streaming-using-kafka-for-a-retail-company/</a><a href="https://softwaremill.social/tags/apachekafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachekafka</a> <a href="https://softwaremill.social/tags/kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kafka</a> <a href="https://softwaremill.social/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#data</a> <a href="https://softwaremill.social/tags/datastreaming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datastreaming</a> <a href="https://softwaremill.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bigdata</a>

LavX NewsKafka: The Great Database Debate – Can a Streaming Platform Replace Traditional Databases?As the tech industry grapples with the evolving role of data management, the debate over whether Apache Kafka can serve as a full-fledged database heats up. Advocates argue for the potential of stream...<a href="https://news.lavx.hu/article/kafka-the-great-database-debate-can-a-streaming-platform-replace-traditional-databases" rel="nofollow noopener noreferrer" target="_blank">https://news.lavx.hu/article/kafka-the-great-database-debate-can-a-streaming-platform-replace-traditional-databases</a><a href="https://mastodon.cloud/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#news</a> <a href="https://mastodon.cloud/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tech</a> <a href="https://mastodon.cloud/tags/Microservices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Microservices</a> <a href="https://mastodon.cloud/tags/EventSourcing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EventSourcing</a> <a href="https://mastodon.cloud/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a>

credmondKafkIO v.1.1.6 released: <a href="http://kafkio.com" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://kafkio.com</a>. New: produce millions of messages with token substitution support for dates, UUIDs, strings, ints, doubles, counters. Re-publish messages. Quickly copy all messages or topic summaries to clipboard. <a href="https://mastodon.social/tags/apachekafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachekafka</a> <a href="https://mastodon.social/tags/kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kafka</a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datascience</a>

Natan SilnitskyCut Kafka cloud costs by 30%! Discover how Wix Engineering optimized high-traffic topics with a push-based consumer proxy. Read more: <a href="https://www.wix.engineering/post/from-bottleneck-to-breakthrough-how-wix-cut-kafka-costs-by-30-with-a-push-based-consumer-proxy" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.wix.engineering/post/from-bottleneck-to-breakthrough-how-wix-cut-kafka-costs-by-30-with-a-push-based-consumer-proxy</a> <a href="https://fosstodon.org/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://fosstodon.org/tags/Kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kafka</a> <a href="https://fosstodon.org/tags/cloudoptimization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cloudoptimization</a> <a href="https://fosstodon.org/tags/finops" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#finops</a> <a href="https://fosstodon.org/tags/cloudcosts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cloudcosts</a> <a href="https://fosstodon.org/tags/awscosts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#awscosts</a>

LavX NewsBehind Netflix's Impressions: The Data-Driven Engine Powering PersonalizationNetflix's new blog series dives deep into the technology behind its impression tracking system, revealing how the streaming giant processes billions of data points daily to enhance user experience. Wi...<a href="https://news.lavx.hu/article/behind-netflix-s-impressions-the-data-driven-engine-powering-personalization" rel="nofollow noopener noreferrer" target="_blank">https://news.lavx.hu/article/behind-netflix-s-impressions-the-data-driven-engine-powering-personalization</a><a href="https://mastodon.cloud/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#news</a> <a href="https://mastodon.cloud/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tech</a> <a href="https://mastodon.cloud/tags/ApacheFlink" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheFlink</a> <a href="https://mastodon.cloud/tags/DataMesh" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataMesh</a> <a href="https://mastodon.cloud/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a>

InfoQAtlassian introduced Lithium - an in-house <a href="https://techhub.social/tags/ETL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ETL</a> platform designed to meet the requirements of dynamic data movement.Lithium simplifies cloud migrations, scheduled backups, and in-flight data validations with ephemeral pipelines and tenant-level isolation - ensuring efficiency, scalability & cost savings.📢 InfoQ spoke with Niraj Mishra, Principal Engineer at Atlassian, about Lithium’s implementation and future.🔗 Read more here: <a href="https://bit.ly/415RPYZ" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://bit.ly/415RPYZ</a><a href="https://techhub.social/tags/DataPipelines" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataPipelines</a> <a href="https://techhub.social/tags/KafkaStreams" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KafkaStreams</a> <a href="https://techhub.social/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://techhub.social/tags/ApacheFlink" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheFlink</a> <a href="https://techhub.social/tags/SoftwareArchitecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SoftwareArchitecture</a><a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#InfoQ</a>

Natan SilnitskyWe know data layers will survive the AI revolution. Will Kafka?<a href="https://fosstodon.org/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://fosstodon.org/tags/AgenticAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AgenticAI</a> <a href="https://fosstodon.org/tags/EventDriven" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EventDriven</a> <a href="https://fosstodon.org/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a><a href="https://www.infoworld.com/article/3808083/a-distributed-state-of-mind-event-driven-multi-agent-systems.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.infoworld.com/article/3808083/a-distributed-state-of-mind-event-driven-multi-agent-systems.html</a>

Mickael MaisonI published the 83rd edition of my Kafka Monthly Digest. It covers the recent releases, KIPs, community projects and blogs. Also as is customary, I review some of the milestones the <a href="https://mas.to/tags/ApacheKafka" class="mention hashtag" rel="tag">#ApacheKafka</a> project achieved in 2024 and make some predictions for 2025! <a href="https://developers.redhat.com/blog/2025/01/07/kafka-monthly-digest-december-2024" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://developers.redhat.com/blog/2025/01/07/kafka-monthly-digest-december-2024</a>

Pyrzout :vm:Message Queues vs. Streaming Systems: Key Differences and Use Cases – Source: socprime.com <a href="https://ciso2ciso.com/message-queues-vs-streaming-systems-key-differences-and-use-cases-source-socprime-com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ciso2ciso.com/message-queues-vs-streaming-systems-key-differences-and-use-cases-source-socprime-com/</a> <a href="https://social.skynetcloud.site/tags/rssfeedpostgeneratorecho" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rssfeedpostgeneratorecho</a> <a href="https://social.skynetcloud.site/tags/CyberSecurityNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CyberSecurityNews</a> <a href="https://social.skynetcloud.site/tags/KnowledgeBits" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KnowledgeBits</a> <a href="https://social.skynetcloud.site/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://social.skynetcloud.site/tags/socprimecom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprimecom</a> <a href="https://social.skynetcloud.site/tags/socprime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprime</a> <a href="https://social.skynetcloud.site/tags/Kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kafka</a> <a href="https://social.skynetcloud.site/tags/Blog" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Blog</a>

Pyrzout :vm:What is Event Streaming in Apache Kafka? – Source: socprime.com <a href="https://ciso2ciso.com/what-is-event-streaming-in-apache-kafka-source-socprime-com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ciso2ciso.com/what-is-event-streaming-in-apache-kafka-source-socprime-com/</a> <a href="https://social.skynetcloud.site/tags/rssfeedpostgeneratorecho" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rssfeedpostgeneratorecho</a> <a href="https://social.skynetcloud.site/tags/CyberSecurityNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CyberSecurityNews</a> <a href="https://social.skynetcloud.site/tags/KnowledgeBits" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KnowledgeBits</a> <a href="https://social.skynetcloud.site/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://social.skynetcloud.site/tags/socprimecom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprimecom</a> <a href="https://social.skynetcloud.site/tags/socprime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprime</a> <a href="https://social.skynetcloud.site/tags/Kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kafka</a> <a href="https://social.skynetcloud.site/tags/Blog" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Blog</a>

Pyrzout :vm:Reducing Kafka Lag: Optimizing Kafka Performance – Source: socprime.com <a href="https://ciso2ciso.com/reducing-kafka-lag-optimizing-kafka-performance-source-socprime-com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ciso2ciso.com/reducing-kafka-lag-optimizing-kafka-performance-source-socprime-com/</a> <a href="https://social.skynetcloud.site/tags/rssfeedpostgeneratorecho" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rssfeedpostgeneratorecho</a> <a href="https://social.skynetcloud.site/tags/CyberSecurityNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CyberSecurityNews</a> <a href="https://social.skynetcloud.site/tags/KnowledgeBits" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KnowledgeBits</a> <a href="https://social.skynetcloud.site/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://social.skynetcloud.site/tags/socprimecom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprimecom</a> <a href="https://social.skynetcloud.site/tags/socprime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprime</a> <a href="https://social.skynetcloud.site/tags/Kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kafka</a> <a href="https://social.skynetcloud.site/tags/Blog" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Blog</a>

Pyrzout :vm:KRaft: Apache Kafka Without ZooKeeper – Source: socprime.com <a href="https://ciso2ciso.com/kraft-apache-kafka-without-zookeeper-source-socprime-com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ciso2ciso.com/kraft-apache-kafka-without-zookeeper-source-socprime-com/</a> <a href="https://social.skynetcloud.site/tags/rssfeedpostgeneratorecho" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rssfeedpostgeneratorecho</a> <a href="https://social.skynetcloud.site/tags/CyberSecurityNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CyberSecurityNews</a> <a href="https://social.skynetcloud.site/tags/Latestthreats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Latestthreats</a> <a href="https://social.skynetcloud.site/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://social.skynetcloud.site/tags/socprimecom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprimecom</a> <a href="https://social.skynetcloud.site/tags/socprime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprime</a> <a href="https://social.skynetcloud.site/tags/Kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kafka</a> <a href="https://social.skynetcloud.site/tags/Blog" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Blog</a>

Pyrzout :vm:Understanding Basics of Apache Kafka – Source: socprime.com <a href="https://ciso2ciso.com/understanding-basics-of-apache-kafka-source-socprime-com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ciso2ciso.com/understanding-basics-of-apache-kafka-source-socprime-com/</a> <a href="https://social.skynetcloud.site/tags/rssfeedpostgeneratorecho" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rssfeedpostgeneratorecho</a> <a href="https://social.skynetcloud.site/tags/CyberSecurityNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CyberSecurityNews</a> <a href="https://social.skynetcloud.site/tags/KnowledgeBits" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KnowledgeBits</a> <a href="https://social.skynetcloud.site/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> <a href="https://social.skynetcloud.site/tags/socprimecom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprimecom</a> <a href="https://social.skynetcloud.site/tags/socprime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socprime</a> <a href="https://social.skynetcloud.site/tags/Kafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kafka</a> <a href="https://social.skynetcloud.site/tags/Blog" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Blog</a>

Matthias J. SaxAnother holiday 🎁 delivered. We completed <a href="https://issues.apache.org/jira/browse/KAFKA-16332" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://issues.apache.org/jira/browse/KAFKA-16332</a> to remove all deprecated <a href="https://mastodon.world/tags/KafkaStreams" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KafkaStreams</a> APIs for the upcoming <a href="https://mastodon.world/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> 4.0 release!It was an outstanding community effort and huge win!We merged 36 PRs from 14 different contributors, removing 13K LOC.I want to express my personal "thank you" to everyone involved!- <a href="https://github.com/abhi-ksolves" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/abhi-ksolves</a> - <a href="https://github.com/abhishekgiri23" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/abhishekgiri23</a> - <a href="https://github.com/ardada2468" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/ardada2468</a>\1

KroxyliciousJust in time for the holidays Kroxylicious 0.9.0 is available from all reputable sources of Jars. Now with added <a href="https://floss.social/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> 3.9 support!Full details at: <a href="https://kroxylicious.io/blog/kroxylicious/releases/2024/12/17/release-0_9_0.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://kroxylicious.io/blog/kroxylicious/releases/2024/12/17/release-0_9_0.html</a> We look forward to hearing your feedback.

A stranger in a familier land<a href="https://hachyderm.io/tags/apachekafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachekafka</a> meetup ahead of <a href="https://hachyderm.io/tags/FlinkForward" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FlinkForward</a> Jakarta tomorrow!

Marcos Lobo 💙💛"Damn it, even Nedry knew better than to mess with the raptor fences."Replace "raptor fences" by "Kafka Streams" and the video also applies 😅 👇🏽<a href="https://youtu.be/hdZwsetF3b4?si=r1LhsAPkgZL0rbye" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://youtu.be/hdZwsetF3b4?si=r1LhsAPkgZL0rbye</a><a href="https://hachyderm.io/tags/apachekafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachekafka</a> <a href="https://hachyderm.io/tags/kstreams" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kstreams</a>

SoftwareMillJoin the Apache Kafka x Apache Pinot meetup hosted by VirtusLab and featuring <a href="https://softwaremill.social/@adamwarski" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@adamwarski</a> The event will take place on November 26th from 6:00 p.m. to 8:00 p.m. in Kraków. Register here: <a href="https://www.meetup.com/krakow-kafka/events/304395169/?eventOrigin=group_events_list" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.meetup.com/krakow-kafka/events/304395169/?eventOrigin=group_events_list</a><a href="https://softwaremill.social/tags/apachekafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachekafka</a> <a href="https://softwaremill.social/tags/apachepinot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachepinot</a> <a href="https://softwaremill.social/tags/confluent" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#confluent</a> <a href="https://softwaremill.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bigdata</a> <a href="https://softwaremill.social/tags/jvm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#jvm</a>

Danica FineThis role will let me build on my recent work, dive into new tech, and support the next wave of <a href="https://data-folks.masto.host/tags/openSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#openSource</a> innovation. While I may be shifting gears, I’m looking forward to continued collaboration with the wonderful <a href="https://data-folks.masto.host/tags/apacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apacheKafka</a> 🦦 and <a href="https://data-folks.masto.host/tags/apacheFlink" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apacheFlink</a> 🐿 communities.

rmoff 🏃🏻 🍺 🥓🎃The October issue of <a href="https://data-folks.masto.host/tags/CheckpointChronicle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CheckpointChronicle</a> is now out 🌟It covers Ververica's Fluss, <a href="https://data-folks.masto.host/tags/ApacheFlink" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheFlink</a> 2.0, Iggy.rs, Strimzi's support for <a href="https://data-folks.masto.host/tags/ApacheKafka" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheKafka</a> 4.0, tons of OTF material from <a href="https://discuss.systems/@vanlightly" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@vanlightly</a>, Christian Hollinger's write up of ngrok's data platform, nice detail of how SmartNews use <a href="https://data-folks.masto.host/tags/ApacheIceberg" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheIceberg</a> with Flink and <a href="https://data-folks.masto.host/tags/ApacheSpark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheSpark</a>, a good writeup from Sudhendu Pandey on <a href="https://data-folks.masto.host/tags/ApachePolaris" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApachePolaris</a>, notes from Kir Titievsky on Kafka's Avro serialisers, and much more!<a href="https://dcbl.link/cc-oct242" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://dcbl.link/cc-oct242</a>

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