Cost-Aware Model Orchestration for LLM-based Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Smirnova, Daria, Nasiri, Hamid, Adamska, Marta, Yu, Zhengxin, Garraghan, Peter |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Green Prompting: Characterizing Prompt-driven Energy Costs of LLM Inference
by: Adamska, Marta, et al.
Published: (2025)
by: Adamska, Marta, et al.
Published: (2025)
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition
by: Nasiri, Hamid, et al.
Published: (2025)
by: Nasiri, Hamid, et al.
Published: (2025)
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems
by: Hackett, William, et al.
Published: (2025)
by: Hackett, William, et al.
Published: (2025)
Bayesian Orchestration of Multi-LLM Agents for Cost-Aware Sequential Decision-Making
by: Amin, Danial
Published: (2026)
by: Amin, Danial
Published: (2026)
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
by: Qian, Cheng, et al.
Published: (2025)
by: Qian, Cheng, et al.
Published: (2025)
HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization
by: Huang, Chengyu, et al.
Published: (2025)
by: Huang, Chengyu, et al.
Published: (2025)
Alignment in Time: Peak-Aware Orchestration for Long-Horizon Agentic Systems
by: Shi, Hanjing, et al.
Published: (2026)
by: Shi, Hanjing, et al.
Published: (2026)
CASTER: Breaking the Cost-Performance Barrier in Multi-Agent Orchestration via Context-Aware Strategy for Task Efficient Routing
by: Liu, Shanyv, et al.
Published: (2026)
by: Liu, Shanyv, et al.
Published: (2026)
Recognize Your Orchestrator: An Entropy Dynamics Perspective for LLM Multi-Agent Systems
by: Zhu, Junze, et al.
Published: (2026)
by: Zhu, Junze, et al.
Published: (2026)
Testing Individual Fairness in Graph Neural Networks
by: Nasiri, Roya
Published: (2025)
by: Nasiri, Roya
Published: (2025)
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation
by: Dekoninck, Jasper, et al.
Published: (2024)
by: Dekoninck, Jasper, et al.
Published: (2024)
AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
by: Tian, Chunhao, et al.
Published: (2025)
by: Tian, Chunhao, et al.
Published: (2025)
CARGO: Carbon-Aware Gossip Orchestration in Smart Shipping
by: Kalafatelis, Alexandros S., et al.
Published: (2026)
by: Kalafatelis, Alexandros S., et al.
Published: (2026)
Design and Evaluation of Cost-Aware PoQ for Decentralized LLM Inference
by: Tian, Arther, et al.
Published: (2025)
by: Tian, Arther, et al.
Published: (2025)
Cost-Awareness in Tree-Search LLM Planning: A Systematic Study
by: Zhang, Zihao, et al.
Published: (2025)
by: Zhang, Zihao, et al.
Published: (2025)
ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation
by: Yuan, Boqin, et al.
Published: (2026)
by: Yuan, Boqin, et al.
Published: (2026)
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning
by: Wu, Duo, et al.
Published: (2024)
by: Wu, Duo, et al.
Published: (2024)
Environment-Aware Adaptive Pruning with Interleaved Inference Orchestration for Vision-Language-Action Models
by: Huang, Yuting, et al.
Published: (2026)
by: Huang, Yuting, et al.
Published: (2026)
Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems
by: Shi, Xi, et al.
Published: (2026)
by: Shi, Xi, et al.
Published: (2026)
Small Model as Master Orchestrator: Learning Unified Agent-Tool Orchestration with Parallel Subtask Decomposition
by: Yuan, Wenzhen, et al.
Published: (2026)
by: Yuan, Wenzhen, et al.
Published: (2026)
Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents
by: Ding, Wenxuan, et al.
Published: (2026)
by: Ding, Wenxuan, et al.
Published: (2026)
HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems
by: Hou, Zhipeng, et al.
Published: (2025)
by: Hou, Zhipeng, et al.
Published: (2025)
A Safety-Aware Role-Orchestrated Multi-Agent LLM Framework for Behavioral Health Communication Simulation
by: Cho, Ha Na
Published: (2026)
by: Cho, Ha Na
Published: (2026)
MTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings
by: Zhang, Yiqun, et al.
Published: (2026)
by: Zhang, Yiqun, et al.
Published: (2026)
Confidence-Orchestrated Self-Evolution against Uncertain LLM Feedback
by: Wei, Bowen, et al.
Published: (2026)
by: Wei, Bowen, et al.
Published: (2026)
Utility-Guided Agent Orchestration for Efficient LLM Tool Use
by: Liu, Boyan, et al.
Published: (2026)
by: Liu, Boyan, et al.
Published: (2026)
EmoMAS: Emotion-Aware Multi-Agent System for High-Stakes Edge-Deployable Negotiation with Bayesian Orchestration
by: Long, Yunbo, et al.
Published: (2026)
by: Long, Yunbo, et al.
Published: (2026)
Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows
by: Su, Jinwei, et al.
Published: (2025)
by: Su, Jinwei, et al.
Published: (2025)
Preference Orchestrator: Prompt-Aware Multi-Objective Alignment for Large Language Models
by: Liu, Biao, et al.
Published: (2025)
by: Liu, Biao, et al.
Published: (2025)
Orchestrating Intelligence: Confidence-Aware Routing for Efficient Multi-Agent Collaboration across Multi-Scale Models
by: Wang, Jingbo, et al.
Published: (2026)
by: Wang, Jingbo, et al.
Published: (2026)
AI Annotation Orchestration: Evaluating LLM verifiers to Improve the Quality of LLM Annotations in Learning Analytics
by: Ahtisham, Bakhtawar, et al.
Published: (2025)
by: Ahtisham, Bakhtawar, et al.
Published: (2025)
ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
by: Jin, Youngjin, et al.
Published: (2026)
by: Jin, Youngjin, et al.
Published: (2026)
Optimizing LLM Annotation of Classroom Discourse through Multi-Agent Orchestration
by: Ahtisham, Bakhtawar, et al.
Published: (2026)
by: Ahtisham, Bakhtawar, et al.
Published: (2026)
Adaptive Orchestration for Large-Scale Inference on Heterogeneous Accelerator Systems Balancing Cost, Performance, and Resilience
by: Biran, Yahav, et al.
Published: (2025)
by: Biran, Yahav, et al.
Published: (2025)
Better LLM Reasoning via Dual-Play
by: Zhang, Zhengxin, et al.
Published: (2025)
by: Zhang, Zhengxin, et al.
Published: (2025)
Knowledge Base-Aware Orchestration: A Dynamic, Privacy-Preserving Method for Multi-Agent Systems
by: Trombino, Danilo, et al.
Published: (2025)
by: Trombino, Danilo, et al.
Published: (2025)
Reasoning-Aware Prompt Orchestration: A Foundation Model for Multi-Agent Language Model Coordination
by: Dhrif, Hassen
Published: (2025)
by: Dhrif, Hassen
Published: (2025)
CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades
by: Chang, Raeyoung, et al.
Published: (2026)
by: Chang, Raeyoung, et al.
Published: (2026)
Self-Healing Agentic Orchestrators for Reliable Tool-Augmented Large Language Model Systems
by: Babu, Rahul Suresh, et al.
Published: (2026)
by: Babu, Rahul Suresh, et al.
Published: (2026)
An Explainable Nature-Inspired Framework for Monkeypox Diagnosis: Xception Features Combined with NGBoost and African Vultures Optimization Algorithm
by: Shateri, Ahmadreza, et al.
Published: (2025)
by: Shateri, Ahmadreza, et al.
Published: (2025)
Similar Items
-
Green Prompting: Characterizing Prompt-driven Energy Costs of LLM Inference
by: Adamska, Marta, et al.
Published: (2025) -
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition
by: Nasiri, Hamid, et al.
Published: (2025) -
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems
by: Hackett, William, et al.
Published: (2025) -
Bayesian Orchestration of Multi-LLM Agents for Cost-Aware Sequential Decision-Making
by: Amin, Danial
Published: (2026) -
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
by: Qian, Cheng, et al.
Published: (2025)