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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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1Best Practices for Android Testing: A Strategic Approach to Achieving Optimal Results This article explores the different categories of Android testing, including unit testing, integration testing, UI testing, and end-to-end testing. It also discusses best practices for selecting test frameworks, devices, and configurations, as well as determining testing locations.
2Quality Engineering vs Quality Assurance: What’s the Real Difference? Quality engineering vs quality assurance, what are their roles and differences? While both are very important in software development, there are still significant differences between the two. Understanding the differences can help us go further and deeper in our software testing work.
3 Server-Side Performance Testing: Metrics, Workflow & Tool Benchmarks Learn server-side performance testing fundamentals, key metrics, test types, standard workflows, and head-to-head benchmarks for wrk, JMeter and Locust to optimize system latency and stability.
4How to Test AI Products: A Complete Guide to Evaluating LLMs, Agents, RAG, and Computer Vision Models A comprehensive guide to AI product testing covering binary classification, object detection, LLM evaluation, RAG systems, AI agents, and document parsing. Includes metrics, code examples, and testing methodologies for real-world AI applications.
5Top Performance Bottleneck Solutions: A Senior Engineer’s Guide Learn how to identify and resolve critical performance bottlenecks in CPU, Memory, I/O, and Databases. A veteran engineer shares real-world case studies and proven optimization strategies to boost your system scalability.
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