Performance

Performance

Building an Apache Spark Performance Lab: Tools and Techniques for Spark Optimization

Submitted by canali on

Apache Spark is renowned for its speed and efficiency in handling large-scale data processing. However, optimizing Spark to achieve maximum performance requires a precise understanding of its inner workings. This blog post will guide you through establishing a Spark Performance Lab with essential tools and techniques aimed at enhancing Spark performance through detailed metrics analysis.

Enhancing Apache Spark Performance with Flame Graphs: A Practical Example Using Grafana Pyroscope

Submitted by canali on

TL;DR Explore a step-by-step example of troubleshooting Apache Spark job performance using flame graph visualization and profiling. Discover the seamless integration of Grafana Pyroscope with Spark for streamlined data collection and visualization.

 

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The views expressed in this blog are those of the authors and cannot be regarded as representing CERN’s official position.

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