Replacing Large Language Models with Jev Decision Models for Low-Latency Edge Service Orchestration

  • 类型:arxiv
  • 标识:2609.22753
  • 链接:https://arxiv.org/abs/2609.22753
  • 主分类:engineering
  • 形态:application
  • TLDR:Natural-language service requests can require a language-model decision before execution starts, consuming part of the request's latency budget. We integrate Jev's decision-oriented application programming interface (API) into edge service orchestration to reduce this overhead while retaining service completion. The integration extracts four to eight bounded intent fields and applies a shared validator, admission policy, and scheduler, accounting for decision waiting throughout the request timeline. We compare Jev, two self-hosted decision models, and three hosted large language models (LLMs)
  • 待LLM分类:是
  • 来源文件:
  • /inbox/tom/_candidates/2026-10-03-agent-rag-longcontext-candidates.json