Mace, Jonathan

1. Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
   2020/06/03 by Gujarati, Arpan, Karimi, Reza, Alzayat, Safya +4 · 26 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
2. Building AI Agents for Autonomous Clouds: Challenges and Design Principles
   2024/07/16 by Manish Shetty, Yinfang Chen, Shetty, Manish +23 · 1 voice · 13 citations
   Computer Science · #Cloud Computing and Resource Management #cs.AI #cs.DC #cs.SE
3. The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems
   2022/02/11 by Lei Zhang, Zhang, Lei, Vaastav Anand +7 · 10 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs) #and Cluster Computing (cs.DC)
4. AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds
   2025/01/12 by Chen, Yinfang, Shetty, Manish, Somashekar, Gagan +6 · 17 citations
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
5. Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight
   2024/07/11 by Zhiqiang Xie, Xie, Zhiqiang, Yujia Zheng +9 · 9 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)
6. Groundhog: Efficient Request Isolation in FaaS
   2022/05/23 by Mohamed Alzayat, Jonathan Mace, Alzayat, Mohamed +5 · 3 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
7. 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 · 9 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)
8. No DNN Left Behind: Improving Inference in the Cloud with Multi-Tenancy
   2019/01/21 by Amit Samanta, Samanta, Amit, Suhas Shrinivasan +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
9. Intent-based System Design and Operation
   2025/02/09 by Vaastav Anand, Anand, Vaastav, Yichen Li +15 · 1 citation
   Computer Science · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques