By moving from cluster-level to operator-level scaling, one internal team cut Flink compute costs by 58% ($1.1M/yr).
Full architecture details on #InfoQ 👉 buff.ly/RPTDh5Y
#ApacheFlink #StreamProcessing
By moving from cluster-level to operator-level scaling, one internal team cut Flink compute costs by 58% ($1.1M/yr).
Full architecture details on #InfoQ 👉 buff.ly/RPTDh5Y
#ApacheFlink #StreamProcessing
¿Cómo bajó Netflix un 58% su gasto en streaming? El Flink Autoscaler Netflix cambia el escalado por clúster por decisiones por operador, con ahorro real...
#flink #netflix #apacheflink #autoscaling #streaming
¿Cómo bajó Netflix un 58% su gasto en streaming? El Flink Autoscaler Netflix cambia el escalado por clúster por decisiones por operador, con ahorro real...
#flink #netflix #apacheflink #autoscaling #streaming
geni.us/Log-ApacheFl...
📦 Apache Flink
💡 Strength:
Streaming pipeline architecture is well structured.
⚠ Navigation challenge:
State management spans multiple operators.
🤖 AI takeaway:
Streams are relationships in motion.
#RepositoryTeardown #ApacheFlink #Streaming #Java #SigMap
📦 Apache Flink
💡 Strength:
Streaming pipeline architecture is well structured.
⚠ Navigation challenge:
State management spans multiple operators.
🤖 AI takeaway:
Streams are relationships in motion.
#RepositoryTeardown #ApacheFlink #Streaming #Java #SigMap
#AgenticAI #ApacheFlink #TiDB
#AgenticAI #ApacheFlink #TiDB
The Alternative❓ Discriminator-based schema consolidation - reduces schema count, simplifies downstream consumption, and makes schema evolution manageable.
🔗 #InfoQ article ⇨ bit.ly/4uFmBnM
#Java #ApacheKafka #ApacheFlink
The Alternative❓ Discriminator-based schema consolidation - reduces schema count, simplifies downstream consumption, and makes schema evolution manageable.
🔗 #InfoQ article ⇨ bit.ly/4uFmBnM
#Java #ApacheKafka #ApacheFlink
rmoff.net/2026/04/28/m...
rmoff.net/2026/04/28/m...
- Produced 49,416 Green Taxi Oct/25 trips to Redpanda in ~3s
- TUMBLE(5 min) : top zone PULocationID 74 with 15 trips
- SESSION(5 min gap) : longest session = 81 trips (PU 74)
- Flink → PostgreSQL via JDBC connector
#DataEngineering #ApacheFlink #Redpanda #StreamProcessing
- Produced 49,416 Green Taxi Oct/25 trips to Redpanda in ~3s
- TUMBLE(5 min) : top zone PULocationID 74 with 15 trips
- SESSION(5 min gap) : longest session = 81 trips (PU 74)
- Flink → PostgreSQL via JDBC connector
#DataEngineering #ApacheFlink #Redpanda #StreamProcessing
#apachekafka
#apacheflink
#apachespark
alper-korukcu.medium.com/kafka-vs-fli...
#apachekafka
#apacheflink
#apachespark
alper-korukcu.medium.com/kafka-vs-fli...
Real-time streaming with Apache Flink + Redpanda 🔥
Built tumbling & session windows on NYC taxi data, sinking results to Postgres via JDBC — all orchestrated with Docker Compose.
github.com/HighviewOne/...
7 modules down! 🚀
#DataEngineering #ApacheFlink
Real-time streaming with Apache Flink + Redpanda 🔥
Built tumbling & session windows on NYC taxi data, sinking results to Postgres via JDBC — all orchestrated with Docker Compose.
github.com/HighviewOne/...
7 modules down! 🚀
#DataEngineering #ApacheFlink
Evita cambios de esquema críticos. Aprende a usar Kafka y Flink para gestionar contratos de datos.
https://devops.com/why-data-contracts-need-apache-kafka-and-apache-flink/
#DataEngineering #ApacheKafka #ApacheFlink #RoxsRoss
Evita cambios de esquema críticos. Aprende a usar Kafka y Flink para gestionar contratos de datos.
https://devops.com/why-data-contracts-need-apache-kafka-and-apache-flink/
#DataEngineering #ApacheKafka #ApacheFlink #RoxsRoss
#apacheflink
mcolomerc.github.io/flink-calc/
#apacheflink
mcolomerc.github.io/flink-calc/
Setting up data pipelines from S3 to Kafka with Flink as an ETL layer
#aws #apacheflink #kafka #s3
Setting up data pipelines from S3 to Kafka with Flink as an ETL layer
#aws #apacheflink #kafka #s3
#apachekafka
#apacheflink
aimindupdate.com/2025/12/03/s...
#apachekafka
#apacheflink
aimindupdate.com/2025/12/03/s...
#apacheflink
flink.apache.org/2025/12/04/a...
#apacheflink
flink.apache.org/2025/12/04/a...
#apacheflink
Flink is powerful, but it's a brutal babysitting job. From "GC death spirals" to week-long schema evolution nightmares, the operational burden is immense.
fleak.ai/blog/my-apac...
#apacheflink
Flink is powerful, but it's a brutal babysitting job. From "GC death spirals" to week-long schema evolution nightmares, the operational burden is immense.
fleak.ai/blog/my-apac...
#apachekafka
#apacheflink
medium.com/@souquieres....
#apachekafka
#apacheflink
medium.com/@souquieres....
#apacheflink
rion.io/2025/11/29/e...
#apacheflink
rion.io/2025/11/29/e...
#apacheflink
youtu.be/LWE_qMyTwgA?...
#apacheflink
youtu.be/LWE_qMyTwgA?...
詳しくはこちら↓↓↓
gamefi.co.jp/2025/12/03/w...
詳しくはこちら↓↓↓
gamefi.co.jp/2025/12/03/w...