Copertina

SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Clark, Jackson, Su, Yiming, Pial, Saad Mohammad Rafid, Tian, Yifang, Gniedziejko, Lily, Jacobsen, Hans-Arno, Chen, Yinfang, Xu, Tianyin
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
di: Chen, Yinfang, et al.
Pubblicazione: (2025)

FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection
di: Wang, Huanchi, et al.
Pubblicazione: (2026)

Activation of Carbon─Chlorine Bond at Chlorpromazine for Access to New Derivatives Through Nickel‐Catalyzed Kumada–Tamao–Corriu Cross‐Coupling Reaction
di: Rafid Saad Dawood
Pubblicazione: (2025)

GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?
di: Tian, Yifang, et al.
Pubblicazione: (2025)

Pricing and Competition for Generative AI
di: Mahmood, Rafid
Pubblicazione: (2024)

Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios
di: Islam, Mohammad Rafid Ul, et al.
Pubblicazione: (2025)

Configuration Validation with Large Language Models
di: Lian, Xinyu, et al.
Pubblicazione: (2023)

Deploy, Calibrate, Monitor, Heal -- No Human Required: An Autonomous AI SRE Agent for Elasticsearch
di: Mukkolakkal, Muhamed Ramees Cheriya
Pubblicazione: (2026)

Causely: A Causal Intelligence Layer for Enterprise AI A Benchmark Study on SRE and Reliability Workflows
di: Dalal, Dhairya, et al.
Pubblicazione: (2026)

Site Reliability Engineering (SRE) and Observations on SRE Process to Make Tasks Easier
di: Puli, Balaram
Pubblicazione: (2025)

Beyond Performance: Measuring the Environmental Impact of Analytical Databases
di: Bachras, Michail, et al.
Pubblicazione: (2025)

Adversarial Robustness in Distributed Quantum Machine Learning
di: Kananian, Pouya, et al.
Pubblicazione: (2025)

How Does Stake Distribution Influence Consensus? Analyzing Blockchain Decentralization
di: Motepalli, Shashank, et al.
Pubblicazione: (2023)

Decentralization in PoS Blockchain Consensus: Quantification and Advancement
di: Motepalli, Shashank, et al.
Pubblicazione: (2025)

Ksurf: Attention Kalman Filter and Principal Component Analysis for Prediction under Highly Variable Cloud Workloads
di: Dang'ana, Michael, et al.
Pubblicazione: (2024)

Adversarial Robustness of Partitioned Quantum Classifiers
di: Kananian, Pouya, et al.
Pubblicazione: (2025)

Quantum simulations of quantum electrodynamics in Coulomb gauge
di: Li, Tianyin
Pubblicazione: (2024)

FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems
di: Woisetschläger, Herbert, et al.
Pubblicazione: (2023)

Analyzing Common Electronic Structure Theory Algorithms for Distributed Quantum Computing
di: Jones, Grier M., et al.
Pubblicazione: (2025)

Distributed Quantum Computing for Chemical Applications
di: Jones, Grier M., et al.
Pubblicazione: (2024)

DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios
di: Meng, Jinxiang, et al.
Pubblicazione: (2026)

An Empirical Study of Production Incidents in Generative AI Cloud Services
di: Yan, Haoran, et al.
Pubblicazione: (2025)

Diba: A Re-configurable Stream Processor
di: Najafi, Mohammadreza, et al.
Pubblicazione: (2023)

AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios
di: Chen, Kaiyuan, et al.
Pubblicazione: (2026)

Routing, Cascades, and User Choice for LLMs
di: Mahmood, Rafid
Pubblicazione: (2026)

Bayesian Analysis for a Threshold Double Autoregressive Model With Explanatory Variables
di: Han Li, et al.
Pubblicazione: (2025)

Substituting Proof of Work in Blockchain with Training-Verified Collaborative Model Computation
di: Rafid, Mohammad Ishzaz Asif, et al.
Pubblicazione: (2025)

Beyond the Benchmark: Innovative Defenses Against Prompt Injection Attacks
di: Shaheer, Safwan, et al.
Pubblicazione: (2025)

Federated Learning and AI Regulation in the European Union: Who is Responsible? -- An Interdisciplinary Analysis
di: Woisetschläger, Herbert, et al.
Pubblicazione: (2024)

OpenDerisk: An Industrial Framework for AI-Driven SRE, with Design, Implementation, and Case Studies
di: Di, Peng, et al.
Pubblicazione: (2025)

Faith, Truth, Fidelity
di: Jackson, Frances
Pubblicazione: (2025)

How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study
di: Erben, Alexander, et al.
Pubblicazione: (2023)

Federated Computing -- Survey on Building Blocks, Extensions and Systems
di: Schwermer, René, et al.
Pubblicazione: (2024)

MAR-FL: A Communication Efficient Peer-to-Peer Federated Learning System
di: Mulitze, Felix, et al.
Pubblicazione: (2025)

The Americas. Living with Fidel
Pubblicazione: (1999)

SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
di: Chen, Junkai, et al.
Pubblicazione: (2025)

Forgetful but Faithful: A Cognitive Memory Architecture and Benchmark for Privacy-Aware Generative Agents
di: Alqithami, Saad
Pubblicazione: (2025)

AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds
di: Chen, Yinfang, et al.
Pubblicazione: (2025)

LMDG: Advancing Lateral Movement Detection Through High-Fidelity Dataset Generation
di: Mabrouk, Anas, et al.
Pubblicazione: (2025)

Adaptive Teaching in Heterogeneous Agents: Balancing Surprise in Sparse Reward Scenarios
di: Clark, Emma, et al.
Pubblicazione: (2024)