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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Jia-Bin Li

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Book Open access Sep 2026

CrossServe: Cross-Layer Scheduling for SLO Optimization in Multi-Tenant LLM Serving

The deployment of Large Language Models (LLMs) as multi-tenant cloud services is now widespread, but maintaining high Service Level Objective (SLO) attainment across diverse tenants remains challenging. Current serving systems focus on a single layer of the stack, either using iteration-level batching or coarse-grained...

Jia-He Li, Jia-Bin Li · 0 citations
#large language models Book Open access Sep 2026

CrossServe: Cross-Layer Scheduling for SLO Optimization in Multi-Tenant LLM Serving

The deployment of Large Language Models (LLMs) as multi-tenant cloud services is now widespread, but maintaining high Service Level Objective (SLO) attainment across diverse tenants remains challenging. Current serving systems focus on a single layer of the stack, either using iteration-level batching or coarse-grained...

Jia-He Li, Jia-Bin Li · 0 citations

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