Enabling Autonomic Microservice Management through Self-Learning Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Fenglin, Yang, Fangkai, Qin, Xiaoting, Zhang, Zhiyang, Zhang, Jue, Lin, Qingwei, Zhang, Hongyu, Dang, Yingnong, Rajmohan, Saravan, Zhang, Dongmei, Zhang, Qi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Vision of Autonomic Computing: Can LLMs Make It a Reality?
by: Zhang, Zhiyang, et al.
Published: (2024)
by: Zhang, Zhiyang, et al.
Published: (2024)
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
by: Ma, Ming, et al.
Published: (2025)
by: Ma, Ming, et al.
Published: (2025)
RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
by: Peng, Zhiyuan, et al.
Published: (2026)
by: Peng, Zhiyuan, et al.
Published: (2026)
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
by: Zhang, Xing, et al.
Published: (2025)
by: Zhang, Xing, et al.
Published: (2025)
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds
by: Chen, Yinfang, et al.
Published: (2025)
by: Chen, Yinfang, et al.
Published: (2025)
ORACLE-SWE: Quantifying the Contribution of Oracle Information Signals on SWE Agents
by: Li, Kenan, et al.
Published: (2026)
by: Li, Kenan, et al.
Published: (2026)
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
by: He, Minghua, et al.
Published: (2025)
by: He, Minghua, et al.
Published: (2025)
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
by: Zhou, Chenyu, et al.
Published: (2026)
by: Zhou, Chenyu, et al.
Published: (2026)
DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
by: Zhang, Linghao, et al.
Published: (2025)
by: Zhang, Linghao, et al.
Published: (2025)
RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform
by: Li, Kenan, et al.
Published: (2026)
by: Li, Kenan, et al.
Published: (2026)
Gecko: A Simulation Environment with Stateful Feedback for Refining Agent Tool Calls
by: Zhang, Zeyu, et al.
Published: (2026)
by: Zhang, Zeyu, et al.
Published: (2026)
AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
by: Zhang, Chaoyun, et al.
Published: (2024)
by: Zhang, Chaoyun, et al.
Published: (2024)
The Hidden Bloat in Machine Learning Systems
by: Zhang, Huaifeng, et al.
Published: (2025)
by: Zhang, Huaifeng, et al.
Published: (2025)
AgentGit: A Version Control Framework for Reliable and Scalable LLM-Powered Multi-Agent Systems
by: Li, Yang, et al.
Published: (2025)
by: Li, Yang, et al.
Published: (2025)
Cognitive Agents Powered by Large Language Models for Agile Software Project Management
by: Cinkusz, Konrad, et al.
Published: (2025)
by: Cinkusz, Konrad, et al.
Published: (2025)
REFINE: Enhancing Program Repair Agents through Context-Aware Patch Refinement
by: Pabba, Anvith, et al.
Published: (2025)
by: Pabba, Anvith, et al.
Published: (2025)
Affordance Representation and Recognition for Autonomous Agents
by: Gidey, Habtom Kahsay, et al.
Published: (2025)
by: Gidey, Habtom Kahsay, et al.
Published: (2025)
SWE-bench Goes Live!
by: Zhang, Linghao, et al.
Published: (2025)
by: Zhang, Linghao, et al.
Published: (2025)
LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
by: Feng, Yukang, et al.
Published: (2026)
by: Feng, Yukang, et al.
Published: (2026)
Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents
by: Bhardwaj, Varun Pratap
Published: (2026)
by: Bhardwaj, Varun Pratap
Published: (2026)
Multi-Agent LLM Committees for Autonomous Software Beta Testing
by: Karanam, Sumanth Bharadwaj Hachalli, et al.
Published: (2025)
by: Karanam, Sumanth Bharadwaj Hachalli, et al.
Published: (2025)
$λ_A$: A Typed Lambda Calculus for LLM Agent Composition
by: Liu, Qin
Published: (2026)
by: Liu, Qin
Published: (2026)
From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
by: Xie, Yuhang, et al.
Published: (2025)
by: Xie, Yuhang, et al.
Published: (2025)
SkillOps: Managing LLM Agent Skill Libraries as Self-Maintaining Software Ecosystems
by: Pu, Hongji, et al.
Published: (2026)
by: Pu, Hongji, et al.
Published: (2026)
Moving From Monolithic To Microservices Architecture for Multi-Agent Systems
by: Goyal, Muskaan, et al.
Published: (2025)
by: Goyal, Muskaan, et al.
Published: (2025)
ABMax: A JAX-based Agent-based Modeling Framework
by: Chaturvedi, Siddharth, et al.
Published: (2025)
by: Chaturvedi, Siddharth, et al.
Published: (2025)
Real-Time BDI Agents: a model and its implementation
by: Traldi, Andrea, et al.
Published: (2022)
by: Traldi, Andrea, et al.
Published: (2022)
CodeCureAgent: Automatic Classification and Repair of Static Analysis Warnings
by: Joos, Pascal, et al.
Published: (2025)
by: Joos, Pascal, et al.
Published: (2025)
Self-Evolving Multi-Agent Collaboration Networks for Software Development
by: Hu, Yue, et al.
Published: (2024)
by: Hu, Yue, et al.
Published: (2024)
Bridging the Prototype-Production Gap: A Multi-Agent System for Notebooks Transformation
by: Elhashemy, Hanya, et al.
Published: (2025)
by: Elhashemy, Hanya, et al.
Published: (2025)
Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review
by: Yang-Smith, Corey, et al.
Published: (2026)
by: Yang-Smith, Corey, et al.
Published: (2026)
Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators
by: Wang, Chengcheng, et al.
Published: (2026)
by: Wang, Chengcheng, et al.
Published: (2026)
Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides
by: An, Kaikai, et al.
Published: (2024)
by: An, Kaikai, et al.
Published: (2024)
Analyzing Code Injection Attacks on LLM-based Multi-Agent Systems in Software Development
by: Bowers, Brian, et al.
Published: (2025)
by: Bowers, Brian, et al.
Published: (2025)
Iterative Experience Refinement of Software-Developing Agents
by: Qian, Chen, et al.
Published: (2024)
by: Qian, Chen, et al.
Published: (2024)
Governed Evolution of Agent Runtimes through Executable Operational Cognition
by: Garralda-Barrio, Mariano
Published: (2026)
by: Garralda-Barrio, Mariano
Published: (2026)
Computer-Using World Model
by: Guan, Yiming, et al.
Published: (2026)
by: Guan, Yiming, et al.
Published: (2026)
SWE-WebDevBench: Evaluating Coding Agent Application Platforms as Virtual Software Agencies
by: Saxena, Siddhant, et al.
Published: (2026)
by: Saxena, Siddhant, et al.
Published: (2026)
ClawWorm: Self-Propagating Attacks Across LLM Agent Ecosystems
by: Zhang, Yihao, et al.
Published: (2026)
by: Zhang, Yihao, et al.
Published: (2026)
ChatDev: Communicative Agents for Software Development
by: Qian, Chen, et al.
Published: (2023)
by: Qian, Chen, et al.
Published: (2023)
Similar Items
-
The Vision of Autonomic Computing: Can LLMs Make It a Reality?
by: Zhang, Zhiyang, et al.
Published: (2024) -
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
by: Ma, Ming, et al.
Published: (2025) -
RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
by: Peng, Zhiyuan, et al.
Published: (2026) -
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
by: Zhang, Xing, et al.
Published: (2025) -
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds
by: Chen, Yinfang, et al.
Published: (2025)