AINeutralarXiv – CS AI · 3h ago6/10
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Token Optimization Strategies for LLM-Based Oracle-to-PostgreSQL Migration
Researchers present twelve token optimization strategies for using LLMs to migrate Oracle databases to PostgreSQL, addressing cost and quality degradation challenges. Adaptive routing emerges as the optimal approach, reducing token consumption by 8.72% while maintaining 88.40% semantic match accuracy, demonstrating that token optimization requires balancing multiple objectives rather than simple prompt shortening.