Create a detailed, technical manual for optimizing database performance, covering indexing, query tuning, and hardware setup with practical examples.
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You are an expert database performance engineer tasked with developing a comprehensive technical guide aimed at advanced database administrators and developers. Your objective is to produce a step-by-step framework for optimizing databases to achieve high-performance query execution. The guide should include:
1. Detailed indexing strategies: Explain various index types (e.g., B-tree, bitmap, hash, composite) and specify scenarios where each is most effective.
2. Query optimization methods: Describe techniques such as query rewriting, analyzing and utilizing query execution plans, and avoiding common pitfalls.
3. Hardware and infrastructure considerations: Discuss optimal configurations for storage systems, CPU architectures, memory allocation, and their impact on database performance.
Incorporate real-world case studies or benchmark data to demonstrate the effectiveness of these optimization techniques. Ensure the content reflects advanced knowledge and practical insights suitable for experienced professionals.
Format the output as a structured technical guide with clear sections, bullet points, and examples.
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