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Frank Munz

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Apache Spark Declarative Pipelines in ActionBerlin Buzzwords 20262026-06-07
Spark 4.1 Declarative Pipelines replace imperative glue code with declarative configs and runs pipelines that auto-handle validation, dependencies, retries and…
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Apache Spark's New Declarative Streaming Pipelines in ActionBig Data Conference Europe 20252025-11-19
Shows a concrete pipeline that processes 8 billion daily flight events using Spark’s Declarative Pipelines donated to Apache Spark in June 2025, not marketing…
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Analysing Public Kafka Data from NASA SatellitesBerlin Buzzwords 20252025-06-15
Shows how NASA’s GCN public Kafka streams feed a Databricks Lakehouse using Apache Kafka, Apache Spark (Spark 4 declarative pipelines), Unity Catalog and…
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A Journey in Space with Apache Kafka data streams from NASABig Data & RPA Conference Europe 20242024-11-19
Reads live NASA GCN Kafka topics with an Apache Kafka client, ingests ~3,000 historical messages, and shows a reproducible GitHub notebook pipeline on the…
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The Data Lakehouse: A tech talk for everyone who loves dataVoxxed Days Ticino 20232023-01-20
Explains how Delta Lake adds ACID transactions, time travel and upserts to S3 data lakes and how Delta Live Tables lets pipelines be declared (batch or…
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What would you do with 10^6 cores? High Performance Computing in the AWS CloudVoxxed Days Ticino 20192019-10-09
Western Digital runs 1,000,000 vCPUs (about half a million cores) on EC2 to do magnetic simulations using Docker on ECR and spot instances, cutting cost…
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