Jonathan Mace

1. Building AI Agents for Autonomous Clouds: Challenges and Design Principles
   2024/07/16 by Manish Shetty, Shetty, Manish, Yinfang Chen +23 · 7 citations
   Computer Science · #Cloud Computing and Resource Management
2. Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight
   2024/07/11 by Zhiqiang Xie, Yujia Zheng, Xie, Zhiqiang +9 · 6 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Service-Oriented Architecture and Web Services #Software System Performance and Reliability #and Cluster Computing (cs.DC)
3. Groundhog: Efficient Request Isolation in FaaS
   2022/05/23 by Mohamed Alzayat, Jonathan Mace, Alzayat, Mohamed +5 · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Security and Verification in Computing #Software System Performance and Reliability
4. Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models
   2025/01/24 by Yile Gu, Gu, Yile, Yifan Xiong +11 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Parallel #Time Series Analysis and Forecasting #and Cluster Computing (cs.DC)
5. Enabling Multi-Dimensional Distributed Trace Comparison with Contrast
   2026/07/21 by Vaastav Anand, Rodrigo Fonseca, Jonathan Mace +1
   #cs.DC