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The Challenges of Data Processing On Kubernetes - A look at Spark, Flink, Dask, and Ray // Holden Karau (DoK Day North America 2022)

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Manage episode 345761206 series 2865115
Indhold leveret af Data on Kubernetes Community. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Data on Kubernetes Community eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY)
ABSTRACT
This talk will go through both the improvements that have been made in Kubernetes for batch analytic workloads as well as some of the current pain experienced by users and developers moving their workloads to Kube. In this talk you will learn about how we “cheated” back in the YARN and Mesos days to make things go fast, why Kubernetes doesn’t like those cheats, and what some alternatives are.

  continue reading

243 episoder

Artwork
iconDel
 
Manage episode 345761206 series 2865115
Indhold leveret af Data on Kubernetes Community. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Data on Kubernetes Community eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY)
ABSTRACT
This talk will go through both the improvements that have been made in Kubernetes for batch analytic workloads as well as some of the current pain experienced by users and developers moving their workloads to Kube. In this talk you will learn about how we “cheated” back in the YARN and Mesos days to make things go fast, why Kubernetes doesn’t like those cheats, and what some alternatives are.

  continue reading

243 episoder

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