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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Kang Yang

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Conference Open access Aug 2026

FlowCache: Workflow-Aware Intermediate-State Reuse for Multi-Tool LLM Serving

Modern AI backend services have evolved from single-turn prompt completion into complex workflows that interleave retrieval, task planning, external tool invocation, and multi-step generation. Existing caching mechanisms—KV-cache reuse, RAG document caching, and model cold-start reduction—optimise individual pipeline c...

Feng Wang, Mu-Zi Li, Feng-Jiao Sheng et al. · 0 citations
Conference Open access Jul 2026

SLO-Aware Graph Forecasting for Intelligent Autoscaling in API and Microservice Backends

SAGF (SLO-Aware Graph Forecasting), an integrated prediction-and-control framework for proactive autoscaling, encodes six per-service metrics on a spatio-temporal call graph, predicts per-service SLO risk via GCN with temporal gating, and feeds these scores to a constrained RL controller for dependency-aware scaling.

Kang Yang, Feng Wang, Ruili Jiang · 2 citations

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