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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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1Prompt Engineering in Intelligent Testing: Core Design Methodology and Universal Templates Master prompt engineering for intelligent software testing. Discover 5 core design principles and download 4 reusable prompt templates for QA teams.
2Shifting Trends: These Changes Are Reshaping Mobile App Development Explore the 7 key trends transforming mobile app development, from AI and AR/VR integration to cross-platform frameworks and global localization. Learn how to stay ahead in a shifting digital landscape.
3Component Testing vs Unit Testing | Key Differences & Importance Component testing vs unit testing, what are their differences? Every stage of the Software Development Lifecycle must include testing. It assumes a central role in the CI/CD process, enabling developers to deploy trustworthy, robust, and secure software.
4The one-stop platform for all your quality assurance needs How comprehensive testing can help you get ahead in a crowded market？
5What is Crowd Sourcing and its Types? This post is a basic explanation to the question of what is crowd sourcing and how many types of such sourcing techniques exist in the current software development world.
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