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Introduction
Table 1: Infrastructure & Hardware Optimization Strategies
Table 2: Model Compression & Optimization Techniques
Table 3: Inference Optimization Strategies
Table 4: Model Selection & Routing Strategies
Table 5: Prompt Engineering & Data Optimization
Table 6: Caching & Reuse Strategies
Table 7: Training & Fine-Tuning Cost Optimization
Table 8: Alternative Approaches & Deployment Strategies
Table 9: Monitoring, Governance & Operational Optimization
Table 10: Application-Level Cost Control & Business Strategies
References
Model Optimization & Compression
Quantization & Model Compression
Inference Optimization & Serving
Prompt Engineering & Caching
Fine-Tuning & Training Optimization
RAG & Alternative Approaches
Edge Deployment & Local Inference
Monitoring & Observability
Model Routing & Cascading
Serverless & Auto-Scaling
Additional Cost Optimization Resources
Video Resources
Additional Technical Resources
RAG & Context Management
Structured Outputs & Response Control
Response & Embedding Caching
Training & Fine-Tuning Cost Optimization
Infrastructure & Deployment Optimization
Observability & Governance
Advanced Optimization Techniques
Additional Academic & Industry Papers
Serverless & Infrastructure Management
Cost Analysis & Best Practices
Additional Optimization Strategies (2025-2026)
Additional Resources & GitHub Repositories
Advanced GPU Memory & Inference Optimization (2024-2026)
Small Language Models & Efficient Architectures (2025-2026)
Emerging Architectures & Advanced Techniques (2024-2026)
Context Compression & Production Deployment (2024-2026)
Summary
Emerging & Advanced Techniques (2024-2026)
Quick Wins (Easiest to Implement, Immediate Impact)
Infrastructure & Model-Level Optimizations
Strategic & Advanced Techniques
Application-Level Controls (Table 10)
Impact by Strategy Type & Timeline
Technology Maturity & Adoption
Recommended Implementation Roadmap
Overall Impact