arXiv Machine Learning By Aman Chauhan, Vishnu Pendyala

Benchmarking LLM-Guided Control-Plane Policies for Backend Fault Isolation in HAProxy

Read the original on arXiv Machine Learning →

arXiv:2608. 10532v1 Announce Type: cross Abstract: Static load balancers cannot mitigate a backend that is degraded rather than down: round-robin and least-connections keep routing traffic to a server returning HTTP 500s until an operator intervenes.

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arXiv AI
Jun 3

Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries

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Cascade: Exploiting SLO-Aware latency budget for fair and high goodput LLM inference serving

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TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing

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