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Tags: performance* + spark*

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1. Apache Spark Performance Boosting | by Halil Ertan | Mar, 2021 | Towards Data Science

   2021-03-08 Tags: spark, performance, spark 3, join, checkpoint by klotz
2. Pandas DataFrame vs. Spark DataFrame: When Parallel Computing Matters | by Kevin C Lee | Mar, 2021 | Towards Data Science

   2021-03-05 Tags: pandas, spark, performance by klotz
3. Comparison of data prep and cleansing for NLP with pandas, dask and spark | A-Team Chronicles

   2021-03-03 Tags: dask, pandas, spark, performance, nlp, data by klotz
4. Kryo Serialization in Spark - Knoldus Blogs

   2021-03-02 Tags: spark, serialization, performance, kryo by klotz
5. Things I Wish I'd Known About Spark When I Started | Enigma

   2019-10-01 Tags: spark, performance, debug, checkpoint, partition, par by klotz
6. “Improving the scalability of a Spark pipeline for conversion attribution”

   2019-07-26 Tags: spark, etl, performance, scala, pinterest by klotz
7. “Spark UDF — Deep insights in performance”

   2019-07-23 Tags: spark, usf, etl, performance, python, benchmark by klotz
8. 3 Methods for Parallelization in Spark – Towards Data Science

   2019-02-04 Tags: spark, performance, python, mllib by klotz
9. GitHub - qubole/sparklens: Qubole Sparklens tool for performance tuning Apache Spark

   2019-01-29 Tags: spark, sparklens, performance analysis, qubole, performance, foss, scala by klotz
10. How does Facebook tune Apache Spark for Large-Scale Workloads?

    2019-01-03 Tags: spark, performance by klotz

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