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Parallel Streams in Java 8: Process Data Faster (Boost Performance Instantly!)

Sanjay Singh
2 min readFeb 7, 2025

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πŸš€ Introduction

Processing large data sets? Java 8 Parallel Streams let you use multi-threading without extra effort!

Parallel Streams in Java 8: Process Data Faster (Boost Performance Instantly!)

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πŸ“ The Problem: Sequential Processing

import java.util.List;

public class NumberProcessor {
public static int sumNumbers(List<Integer> numbers) {
return numbers.stream()
.reduce(0, Integer::sum);
}
}

βœ” Works fine, but only uses one CPU core.

βœ… The Solution: Use Parallel Streams

import java.util.List;

public class NumberProcessor {
public static int sumNumbers(List<Integer> numbers) {
return numbers.parallelStream()
.reduce(0, Integer::sum);
}
}

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Sanjay Singh
Sanjay Singh

Written by Sanjay Singh

Java, Spring Boot & Microservices developer Sharing knowledge, tutorials & coding tips on my Medium page. Follow me for insights & see story list section

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