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Kamil Owczarek

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titleconferencedate
SPARK-CYPHER: HOW WE WILL BE DOING GRAPH ANALYTICS FROM 2020 ONWARDSScalar 20202020-05-15
Spark 3 promises up to 17× faster execution (Alibaba’s GTPc benchmarks) and built‑in features like adaptive execution and GPU support, but the planned unified…
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Data Streaming: Which horse to bet on?GeeCON 20192019-05-15
Compares Akka Streams, Kafka Streams, Flink, Spark Streaming and Beam and claims there is no silver bullet: low latency vs high throughput is the core…
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Orchestration of Big Data systems: A survivor's guideJDD 20182018-10-08
Describes concrete tradeoffs: arrangement is handled by Spark/Impala so orchestration focuses on coordination and dependency management, not deployment…
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SPARK AND AKKA FOR BIG DATA SYSTEMS, IN PRACTICEScalar 20182018-04-06
Compares concrete tradeoffs: use Akka Cluster and actors for low latency stream or custom graph processing with built in back pressure via reactive drivers and…
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CONTINOUS APPLICATIONS WITH SPARK 2.0Scalar Conference 20172017-04-07
Spark 2.0 adds continuous applications that read Kafka and file sources into DataFrames/Datasets, run SQL transforms, windowed aggregations and ML pipelines…
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