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wangxb96 / cognitive-edge-llm-agent-survey

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Cognitive Edge Computing: A Survey on Optimizing Large Language Models and Autonomous Agents for the Edge — literature map, reproducibility artifacts, and benchmark scripts.

benchmarking latency survey reproducibility quantization energy-efficiency multi-agent-systems ai-agents edge-ai edge-deployment model-optimization large-language-models llm l-l-m on-device-inference cognitive-edge-computing
  • Updated Apr 28, 2026
  • Python

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