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Optimizing Word Frequency Statistics with Kafka and Spark Streaming

In this article, we present an optimized solution using Kafka and Spark Streaming, which significantly reduces the cost of querying large numbers of indexes and improves the timeliness of word frequency updates.
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1WeTest Long-term Cooperation Partner Introduction- Japan KOL Ryo（The First Issue） WeTest PerfDog has become a performance testing tool used by users all over the world. Recently, WeTest international community launched a global discussion on “performance testing tools” and received comments and videos from YouTube KOL.
2What does QA stand for in Software Testing & Its importance In this article, we are going to talk about the very basic question “what does QA stand for in software testing” and how it affects the entire software development process in the long run.
3How to Build Effective Production Monitoring Systems | Full Guide 2026 Learn how to design, implement, and optimize production monitoring systems, covering system monitoring, business monitoring, alert strategies, and best practices for stable online service operation.
4What is CI/CD & How Does It Work? | Basic Concepts and Structure Wondering about the basic concepts of what is CI/CD and how it works? This article is a one-stop knowledge pager for everyone interested in learning professional skills.
5Application of Automated Testing in Banking Data Unloading Testing: A Complete Guide A complete guide to automated testing in banking data unloading. Learn GUT implementation, FLG/DAT parsing, and case studies for accurate cross-system data verification.
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