Copertina

TelOps: AI-driven Operations and Maintenance for Telecommunication Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yang, Yuqian, Yang, Shusen, Zhao, Cong, Xu, Zongben
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance
di: Patel, Dhaval, et al.
Pubblicazione: (2025)

FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning
di: Shen, Jie, et al.
Pubblicazione: (2023)

DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
di: Tang, Yuheng, et al.
Pubblicazione: (2026)

ReasonOps: Operator Segmentation for LLM Reasoning Traces
di: Lee, Daniel, et al.
Pubblicazione: (2026)

Green MLOps to Green GenOps: An Empirical Study of Energy Consumption in Discriminative and Generative AI Operations
di: Sánchez-Mompó, Adrián, et al.
Pubblicazione: (2025)

TechOps: Technical Documentation Templates for the AI Act
di: Lucaj, Laura, et al.
Pubblicazione: (2025)

OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models
di: Liu, Yuhe, et al.
Pubblicazione: (2023)

AI for DevSecOps: A Landscape and Future Opportunities
di: Fu, Michael, et al.
Pubblicazione: (2024)

RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance
di: Zhang, Tianyang, et al.
Pubblicazione: (2024)

GATE: Adaptive Learning with Working Memory by Information Gating in Multi-lamellar Hippocampal Formation
di: Liu, Yuechen, et al.
Pubblicazione: (2025)

ReasonOps: A Unified Operational Paradigm for Trustworthy Verified LLM Reasoning
di: Rashid, Adnan
Pubblicazione: (2026)

Trusted Knowledge Extraction for Operations and Maintenance Intelligence
di: Mealey, Kathleen P., et al.
Pubblicazione: (2025)

SKILLS: Structured Knowledge Injection for LLM-Driven Telecommunications Operations
di: Brett, Ivo
Pubblicazione: (2026)

TranDRL: A Transformer-Driven Deep Reinforcement Learning Enabled Prescriptive Maintenance Framework
di: Zhao, Yang, et al.
Pubblicazione: (2023)

Towards Multi-Turn Dialog Systems for Industrial Asset Operations and Maintenance
di: Li, Chengrui, et al.
Pubblicazione: (2026)

Belt and Braces: When Federated Learning Meets Differential Privacy
di: Ren, Xuebin, et al.
Pubblicazione: (2024)

DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code
di: Sharma, Pratyush Nidhi, et al.
Pubblicazione: (2025)

YOCO: A Hybrid In-Memory Computing Architecture with 8-bit Sub-PetaOps/W In-Situ Multiply Arithmetic for Large-Scale AI
di: Xuan, Zihao, et al.
Pubblicazione: (2023)

TempOpt -- Unsupervised Alarm Relation Learning for Telecommunication Networks
di: Sampath, Sathiyanaryanan, et al.
Pubblicazione: (2025)

TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications?
di: Xiao, Jieting, et al.
Pubblicazione: (2026)

LADs: Leveraging LLMs for AI-Driven DevOps
di: Khan, Ahmad Faraz, et al.
Pubblicazione: (2025)

Incremental Maintenance of DatalogMTL Materialisations
di: Zhao, Kaiyue, et al.
Pubblicazione: (2025)

Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge
di: Patel, Dhaval, et al.
Pubblicazione: (2026)

FinOps Agent -- A Use-Case for IT Infrastructure and Cost Optimization
di: Vo, Ngoc Phuoc An, et al.
Pubblicazione: (2025)

OpsAgent: An Evolving Multi-agent System for Incident Management in Microservices
di: Luo, Yu, et al.
Pubblicazione: (2025)

DC-Mamber: A Dual Channel Prediction Model based on Mamba and Linear Transformer for Multivariate Time Series Forecasting
di: Fan, Bing, et al.
Pubblicazione: (2025)

OmniFuser: Adaptive Multimodal Fusion for Service-Oriented Predictive Maintenance
di: Wang, Ziqi, et al.
Pubblicazione: (2025)

Behavioral Generative Agents for Energy Operations
di: Chen, Cong, et al.
Pubblicazione: (2025)

Understanding Byzantine Robustness in Federated Learning with A Black-box Server
di: Zhao, Fangyuan, et al.
Pubblicazione: (2024)

Failure to Mix: Large language models struggle to answer according to desired probability distributions
di: Yang, Ivy Yuqian, et al.
Pubblicazione: (2025)

Enhancing Educational Efficiency: Generative AI Chatbots and DevOps in Education 4.0
di: Mekić, Edis, et al.
Pubblicazione: (2024)

CoE-Ops: Collaboration of LLM-based Experts for AIOps Question-Answering
di: Zhao, Jinkun, et al.
Pubblicazione: (2025)

Technical Language Processing for Telecommunications Specifications
di: Y., Felipe A. Rodriguez
Pubblicazione: (2024)

AI Application Operations -- A Socio-Technical Framework for Data-driven Organizations
di: Jönsson, Daniel, et al.
Pubblicazione: (2025)

A Survey on AgentOps: Categorization, Challenges, and Future Directions
di: Wang, Zexin, et al.
Pubblicazione: (2025)

IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance
di: Shyalika, Chathurangi, et al.
Pubblicazione: (2026)

An Explainable Machine Learning Framework for Railway Predictive Maintenance using Data Streams from the Metro Operator of Portugal
di: García-Méndez, Silvia, et al.
Pubblicazione: (2025)

A Benchmark of Causal vs. Correlation AI for Predictive Maintenance
di: Dhande, Shaunak, et al.
Pubblicazione: (2025)

TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling
di: Lin, ChungYi, et al.
Pubblicazione: (2024)

Solution for Emotion Prediction Competition of Workshop on Emotionally and Culturally Intelligent AI
di: Xu, Shengdong, et al.
Pubblicazione: (2024)