Cover Image

Runtime Burden Allocation for Structured LLM Routing in Agentic Expert Systems: A Full-Factorial Cross-Backend Methodology

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hanlin, Zhou, Yong, Chan Huah
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ADEMA: A Knowledge-State Orchestration Architecture for Long-Horizon Knowledge Synthesis with LLMAgents
by: Hanlin, Zhou, et al.
Published: (2026)

ORCH: many analyses, one merge-a deterministic multi-agent orchestrator for discrete-choice reasoning with EMA-guided routing
by: Zhou, Hanlin, et al.
Published: (2026)

Automatic Adjustment of HPA Parameters and Attack Prevention in Kubernetes Using Random Forests
by: Zhou, Hanlin, et al.
Published: (2026)

Runtime-Structured Task Decomposition for Agentic Coding Systems
by: Asthana, Shubhi, et al.
Published: (2026)

A Policy-Driven Runtime Layer for Agentic LLM Serving
by: Zhang, Rui, et al.
Published: (2026)

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
by: Yang, Jie, et al.
Published: (2026)

SafeAgent: A Runtime Protection Architecture for Agentic Systems
by: Liu, Hailin, et al.
Published: (2026)

A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents
by: Srinivasan, Vasundra
Published: (2026)

Constraint Decay: The Fragility of LLM Agents in Backend Code Generation
by: Dente, Francesco, et al.
Published: (2026)

Towards Agentic Runtime Healing
by: Sun, Zhensu, et al.
Published: (2024)

Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems
by: Ouyang, Yipeng, et al.
Published: (2026)

Towards Automated Formal Verification of Backend Systems with LLMs
by: Xu, Kangping, et al.
Published: (2025)

Expert Threshold Routing for Autoregressive Language Modeling with Dynamic Computation Allocation and Load Balancing
by: Sun, Hanchi, et al.
Published: (2026)

A2AS: Agentic AI Runtime Security and Self-Defense
by: Neelou, Eugene, et al.
Published: (2025)

Transitive Expert Error and Routing Problems in Complex AI Systems
by: Mars, Forest
Published: (2026)

Architectural Obsolescence of Unhardened Agentic-AI Runtimes
by: Metere, Alfredo
Published: (2026)

Loosely-Structured Software: Engineering Context, Structure, and Evolution Entropy in Runtime-Rewired Multi-Agent Systems
by: Zhang, Weihao, et al.
Published: (2026)

Practical Considerations for Agentic LLM Systems
by: Sypherd, Chris, et al.
Published: (2024)

An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems
by: Zhang, Ni, et al.
Published: (2025)

AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle
by: Qian, Weitong, et al.
Published: (2026)

Agentic AI Systems Should Be Designed as Marginal Token Allocators
by: Zhu, Siqi
Published: (2026)

ST-Raptor: An Agentic System for Semi-Structured Table QA
by: Qu, Jinxiu, et al.
Published: (2026)

Geometric Routing Enables Causal Expert Control in Mixture of Experts
by: Ternovtsii, Ivan, et al.
Published: (2026)

FAME: Adaptive Functional Attention with Expert Routing for Function-on-Function Regression
by: Gao, Yifei, et al.
Published: (2025)

Toward Reproducible Cross-Backend Compatibility for Deep Learning: A Configuration-First Framework with Three-Tier Verification
by: Li, Zehua
Published: (2025)

A-LAMP: Agentic LLM-Based Framework for Automated MDP Modeling and Policy Generation
by: Je-Gal, Hong, et al.
Published: (2025)

ShardMemo: Masked MoE Routing for Sharded Agentic LLM Memory
by: Zhao, Yang, et al.
Published: (2026)

TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning
by: Ma, Fan, et al.
Published: (2026)

Self-Routing: Parameter-Free Expert Routing from Hidden States
by: Mohamud, Jama Hussein, et al.
Published: (2026)

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling
by: Adeseye, Aisvarya, et al.
Published: (2026)

Rethinking Cross-Layer Information Routing in Diffusion Transformers
by: Xu, Chao, et al.
Published: (2026)

Learning with Hidden Factorial Structure
by: Arnal, Charles, et al.
Published: (2024)

Grounded Continuation: A Linear-Time Runtime Verifier for LLM Conversations
by: He, Qisong, et al.
Published: (2026)

SOK: A Taxonomy of Attack Vectors and Defense Strategies for Agentic Supply Chain Runtime
by: Jiang, Xiaochong, et al.
Published: (2026)

Expert Personas Improve LLM Alignment but Damage Accuracy: Bootstrapping Intent-Based Persona Routing with PRISM
by: Hu, Zizhao, et al.
Published: (2026)

APEX: Academic Poster Editing Agentic Expert
by: Shi, Chengxin, et al.
Published: (2026)

AnyExperts: On-Demand Expert Allocation for Multimodal Language Models with Mixture of Expert
by: Gao, Yuting, et al.
Published: (2025)

MI9: An Integrated Runtime Governance Framework for Agentic AI
by: Wang, Charles L., et al.
Published: (2025)

RAP: Runtime Adaptive Pruning for LLM Inference
by: Liu, Huanrong, et al.
Published: (2025)

RouteHijack: Routing-Aware Attack on Mixture-of-Experts LLMs
by: Xu, Zhiyuan, et al.
Published: (2026)