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The Future of Scala Performance on Big Data

Offered By: Scala Days Conferences via YouTube

Tags

Scala Days Courses Big Data Courses Scala Courses Apache Spark Courses Benchmarking Courses

Course Description

Overview

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Explore the future of Scala performance in big data environments through this 23-minute conference talk from Scala Days Berlin 2016. Delve into the development of a new Scala Big Data Benchmark, drawing insights from TCPx-BB, SparkBench, and genomic workloads. Discover the most impactful big data-related performance improvements for Scala, including hashmap optimization. Learn about the benchmark driver, example outputs, and how to run the benchmark. Gain valuable insights into Intel's work on Scala performance and its applications in Apache Spark and real-world workloads.

Syllabus

Intro
Intel and Scala
Performance
New benchmarks
Apache Spark
Real World Workload
Benchmarks
Benchmark Driver
Example Output
Example Benchmark
Running the Benchmark
What we have achieved
Hashmap optimization


Taught by

Scala Days Conferences

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