AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices
Fuente:
arXiv
Saved in:
| Main Authors: | Pham, Dzung, Katevas, Kleomenis, Shamsabadi, Ali Shahin, Haddadi, Hamed |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HearthNet: Edge Multi-Agent Orchestration for Smart Homes
by: Zhan, Zhonghao, et al.
Published: (2026)
by: Zhan, Zhonghao, et al.
Published: (2026)
MLCommons Cloud Masking Benchmark with Early Stopping
by: Chennamsetti, Varshitha, et al.
Published: (2023)
by: Chennamsetti, Varshitha, et al.
Published: (2023)
Why Do AI Agents Systematically Fail at Cloud Root Cause Analysis?
by: Kim, Taeyoon, et al.
Published: (2026)
by: Kim, Taeyoon, et al.
Published: (2026)
VibeServe: Can AI Agents Build Bespoke LLM Serving Systems?
by: Kamahori, Keisuke, et al.
Published: (2026)
by: Kamahori, Keisuke, et al.
Published: (2026)
PIPO: Pipelined Offloading for Efficient Inference on Consumer Devices
by: Liu, Yangyijian, et al.
Published: (2025)
by: Liu, Yangyijian, et al.
Published: (2025)
Byzantine-Robust Decentralized Coordination of LLM Agents
by: Jo, Yongrae, et al.
Published: (2025)
by: Jo, Yongrae, et al.
Published: (2025)
Deploying Foundation Model Powered Agent Services: A Survey
by: Xu, Wenchao, et al.
Published: (2024)
by: Xu, Wenchao, et al.
Published: (2024)
HiveMind: OS-Inspired Scheduling for Concurrent LLM Agent Workloads
by: Agyemang, Justice Owusu, et al.
Published: (2026)
by: Agyemang, Justice Owusu, et al.
Published: (2026)
AgileLog: A Forkable Shared Log for Agents on Data Streams
by: Bhat, Shreesha G., et al.
Published: (2026)
by: Bhat, Shreesha G., et al.
Published: (2026)
Usable Agent Discovery for Decentralized AI Systems
by: Dazzi, Patrizio, et al.
Published: (2026)
by: Dazzi, Patrizio, et al.
Published: (2026)
PRAGMA: A Profiling-Reasoned Multi-Agent Framework for Automatic Kernel Optimization
by: Lei, Kelun, et al.
Published: (2025)
by: Lei, Kelun, et al.
Published: (2025)
Mixture-of-Schedulers: An Adaptive Scheduling Agent as a Learned Router for Expert Policies
by: Wang, Xinbo, et al.
Published: (2025)
by: Wang, Xinbo, et al.
Published: (2025)
Elastic On-Device LLM Service
by: Yin, Wangsong, et al.
Published: (2024)
by: Yin, Wangsong, et al.
Published: (2024)
AI Inference as Relocatable Electricity Demand: A Latency-Constrained Energy-Geography Framework
by: Luo, Xubin, et al.
Published: (2026)
by: Luo, Xubin, et al.
Published: (2026)
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices
by: Gu, Yile, et al.
Published: (2025)
by: Gu, Yile, et al.
Published: (2025)
Act While Thinking: Accelerating LLM Agents via Pattern-Aware Speculative Tool Execution
by: Sui, Yifan, et al.
Published: (2026)
by: Sui, Yifan, et al.
Published: (2026)
B-PASTE: Beam-Aware Pattern-Guided Speculative Execution for Resource-Constrained LLM Agents
by: Song, Yanfei
Published: (2026)
by: Song, Yanfei
Published: (2026)
An AI-Driven Framework for Energy-Efficient Environmental Monitoring in Smart Cities Using Edge Intelligence
by: Liu, Yichen, et al.
Published: (2026)
by: Liu, Yichen, et al.
Published: (2026)
ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation
by: Kaplan, Erel, et al.
Published: (2026)
by: Kaplan, Erel, et al.
Published: (2026)
ScaleSim: Serving Large-Scale Multi-Agent Simulation with Invocation Distance-Based Memory Management
by: Pan, Zaifeng, et al.
Published: (2026)
by: Pan, Zaifeng, et al.
Published: (2026)
Heterogeneous Computing: The Key to Powering the Future of AI Agent Inference
by: Zhao, Yiren, et al.
Published: (2026)
by: Zhao, Yiren, et al.
Published: (2026)
Building AI Agents for Autonomous Clouds: Challenges and Design Principles
by: Shetty, Manish, et al.
Published: (2024)
by: Shetty, Manish, et al.
Published: (2024)
Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services
by: Doosthosseini, Ali, et al.
Published: (2024)
by: Doosthosseini, Ali, et al.
Published: (2024)
Research on the Application of Spark Streaming Real-Time Data Analysis System and large language model Intelligent Agents
by: Wang, Jialin, et al.
Published: (2024)
by: Wang, Jialin, et al.
Published: (2024)
Byzantine Fault-Tolerant Multi-Agent System for Healthcare: A Gossip Protocol Approach to Secure Medical Message Propagation
by: Chadderwala, Nihir
Published: (2025)
by: Chadderwala, Nihir
Published: (2025)
DIAP: A Decentralized Agent Identity Protocol with Zero-Knowledge Proofs and a Hybrid P2P Stack
by: Liu, Yuanjie, et al.
Published: (2025)
by: Liu, Yuanjie, et al.
Published: (2025)
Robust Synchronisation for Federated Learning in The Face of Correlated Device Failure
by: Behfar, Stefan, et al.
Published: (2026)
by: Behfar, Stefan, et al.
Published: (2026)
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
by: Jha, Saurabh, et al.
Published: (2025)
by: Jha, Saurabh, et al.
Published: (2025)
Viability and Performance of a Private LLM Server for SMBs: A Benchmark Analysis of Qwen3-30B on Consumer-Grade Hardware
by: Khalil, Alex, et al.
Published: (2025)
by: Khalil, Alex, et al.
Published: (2025)
Failure-Resilient Distributed Inference with Model Compression over Heterogeneous Edge Devices
by: Wang, Li, et al.
Published: (2024)
by: Wang, Li, et al.
Published: (2024)
Federated Fine-Tuning of Sparsely-Activated Large Language Models on Resource-Constrained Devices
by: Chen, Fahao, et al.
Published: (2025)
by: Chen, Fahao, et al.
Published: (2025)
ProbSelect: Stochastic Client Selection for GPU-Accelerated Compute Devices in the 3D Continuum
by: Stanisic, Andrija, et al.
Published: (2025)
by: Stanisic, Andrija, et al.
Published: (2025)
Delay-Aware Multi-Stage Edge Server Upgrade with Budget Constraint
by: Wihidayat, Endar Suprih, et al.
Published: (2025)
by: Wihidayat, Endar Suprih, et al.
Published: (2025)
Vec-LUT: Vector Table Lookup for Parallel Ultra-Low-Bit LLM Inference on Edge Devices
by: Li, Xiangyu, et al.
Published: (2025)
by: Li, Xiangyu, et al.
Published: (2025)
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting
by: Xu, Jiaming, et al.
Published: (2025)
by: Xu, Jiaming, et al.
Published: (2025)
DistrEE: Distributed Early Exit of Deep Neural Network Inference on Edge Devices
by: Peng, Xian, et al.
Published: (2025)
by: Peng, Xian, et al.
Published: (2025)
SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks
by: Jose, Edwin
Published: (2026)
by: Jose, Edwin
Published: (2026)
Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices
by: Radchenko, Gleb, et al.
Published: (2024)
by: Radchenko, Gleb, et al.
Published: (2024)
D$^{2}$MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving
by: Wang, Haodong, et al.
Published: (2025)
by: Wang, Haodong, et al.
Published: (2025)
Local-Splitter: A Measurement Study of Seven Tactics for Reducing Cloud LLM Token Usage on Coding-Agent Workloads
by: Agyemang, Justice Owusu, et al.
Published: (2026)
by: Agyemang, Justice Owusu, et al.
Published: (2026)
Similar Items
-
HearthNet: Edge Multi-Agent Orchestration for Smart Homes
by: Zhan, Zhonghao, et al.
Published: (2026) -
MLCommons Cloud Masking Benchmark with Early Stopping
by: Chennamsetti, Varshitha, et al.
Published: (2023) -
Why Do AI Agents Systematically Fail at Cloud Root Cause Analysis?
by: Kim, Taeyoon, et al.
Published: (2026) -
VibeServe: Can AI Agents Build Bespoke LLM Serving Systems?
by: Kamahori, Keisuke, et al.
Published: (2026) -
PIPO: Pipelined Offloading for Efficient Inference on Consumer Devices
by: Liu, Yangyijian, et al.
Published: (2025)