Advanced Techniques for Optimizing API Performance and Throughput
Parallel Processing
When dealing with independent operations that can be executed concurrently, leveraging parallel processing can significantly improve response times. For instance, in a price calculation pipeline, you might need to fetch multiple price components like base price, discount price, merchant promotions, and platform promotions. I ...
Posted on Tue, 01 Sep 2026 16:38:18 +0000 by babyrocky1
Multithreading Fundamentals and Best Practices in Java
Creating Threads in Java
The first two creation approaches do not directly return execution results, while the third approach supports getting a result after the thread finishes running.
Approach 1: Extend the Thread class
Java uses instances of java.lang.Thread to represent threads.
You must call the start() method to launch a new thread, do ...
Posted on Wed, 24 Jun 2026 18:01:55 +0000 by bobob
Java Thread Pool Creation Methods and Best Practices
Java offers multiple approaches for creating thread pools to efficiently manage concurrent tasks. Let's explore the various methods available.
1. Using Executors Factory Class
newFixedThreadPool(int threadCount)
Characteristics: Creates a thread pool with a fixed number of threads that remains constant.
Use Cases: Ideal for scenarios with a pr ...
Posted on Sat, 09 May 2026 03:38:38 +0000 by departedmind