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Andrey3d ago • 36 min read
Stream Processing Continuum: Golang Sockets to Flink and Spark Pipelines
Real-Time Stream Processing Real-time data processing operates on continuous, unbounded...
#dataengineering#go#spark#data
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Manish Podiyal4d ago • 2 min read
The Data Refinery: Why Apache Spark is the Engine Behind Real-World Big Data Use Cases
You've likely heard that "Data is the new oil". But raw oil is useless without a refinery. In the...
#bigdata#spark#pyspark#dataengineering
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Lee Yao1d ago • 5 min read
Why My Spark Container Keeps Exiting — Docker PID 1 and the Daemon Trap
Three failed attempts to run Spark in Docker taught me the one rule that explains almost every "why ...
#docker#spark#dataengineering#devops
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ANKUSH CHOUDHARY JOHAL4d ago • 15 min read
Performance Test: Flink 1.19 vs. Spark 4.0 vs. Kafka Streams 3.8 Windowed Aggregation Throughput
In high-throughput event processing, windowed aggregation is the silent killer of pipeline...
#performance#test#flink#spark
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ANKUSH CHOUDHARY JOHAL4d ago • 3 min read
Benchmark: Ray 2.9 vs. Spark 4.0 for Distributed Hyperparameter Tuning in 2026
Benchmark: Ray 2.9 vs. Spark 4.0 for Distributed Hyperparameter Tuning in 2026 Distributed...
#benchmark#spark#distributed#hyperparameter
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