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software-system

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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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Introduction to Types of Application | Definitions, and Comparisons

In this blog post, we will lay down the basic definitions and concepts related to the types of application which exist in the software world.
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1AI Unit Test Generation 2026: From Crisis to Productivity Leap AI unit test generation is transforming software testing. This complete guide covers usability challenges, global giant practices (GitHub Copilot, Amazon Q), Chinese innovations (Kuaishou, ByteDance, Huawei), and 5 proven paths to scale AI testing from pilot to production.
2Comprehensive Guide to LLM Performance Testing and Inference Acceleration Learn how to perform professional performance testing on Large Language Models (LLM). This guide covers Token calculation, TTFT, QPM, and advanced acceleration strategies like P/D separation and KV Cache optimization.
3Advantages of Performance Testing In DevOps process, performance testing of your apps is something you should always have in place.
4Lessons from 194 Tracked Bugs: Improving Coding, Testing, and Debugging Practices Below are the most important lessons I've summarized, covering three aspects: coding, testing, and debugging.
5Embracing Automated Testing: Which Test Cases to Automate? In today's fast-paced and ever-evolving digital landscape, organizations need to deliver high-quality software products quickly and efficiently.
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