Sutradhara co-designs orchestrator and LLM serving to overlap tool execution with prefill, stream tool dispatch during decode, and use semantic hints for cache management, yielding up to 77% higher load at fixed median FTR latency or 15% lower median FTR at fixed load.
Kvflow: Efficient prefix caching for accelerating llm-based multi-agent workflows, 2025
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Sutradhara: An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference
Sutradhara co-designs orchestrator and LLM serving to overlap tool execution with prefill, stream tool dispatch during decode, and use semantic hints for cache management, yielding up to 77% higher load at fixed median FTR latency or 15% lower median FTR at fixed load.