| Employing Software Diversity in Cloud Microservices to Engineer Reliable and Performant Systems N Akhtarian, H Khazaei, M Litoiu arXiv preprint arXiv:2407.07287, 2024 | | 2024 |
| Closing the Loop: Building Self-Adaptive Software for Continuous Performance Engineering M Litoiu Companion of the 15th ACM/SPEC International Conference on Performance …, 2024 | | 2024 |
| KubePlaybook: A Repository of Ansible Playbooks for Kubernetes Auto-Remediation with LLMs Z Namrud, K Sarda, M Litoiu, L Shwartz, I Watts Companion of the 15th ACM/SPEC International Conference on Performance …, 2024 | 1 | 2024 |
| AIPerf'24: 2nd International Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control E Incerto, M Litoiu, D Masti Companion of the 15th ACM/SPEC International Conference on Performance …, 2024 | | 2024 |
| InstantOps: A Joint Approach to System Failure Prediction and Root Cause Identification in Microserivces Cloud-Native Applications R Rouf, M Rasolroveicy, M Litoiu, S Nagar, P Mohapatra, P Gupta, I Watts Proceedings of the 15th ACM/SPEC International Conference on Performance …, 2024 | 2 | 2024 |
| Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications A Baluta, Y Rouf, J Mukherjee, ZM Jiang, M Litoiu Proceedings of the 15th ACM/SPEC International Conference on Performance …, 2024 | 1 | 2024 |
| A Learning-Based Caching Mechanism for Edge Content Delivery H Torabi, H Khazaei, M Litoiu Proceedings of the 15th ACM/SPEC International Conference on Performance …, 2024 | | 2024 |
| Machine learning algorithms for detection of visuomotor neural control differences in individuals with PASC and ME H Ahuja, S Badhwar, H Edgell, M Litoiu, LE Sergio Frontiers in Human Neuroscience 18, 1359162, 2024 | | 2024 |
| LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates S Quader, A Jaramillo, S Mukhopadhyay, G Abuoda, C Zuzarte, D Kalmuk, ... arXiv preprint arXiv:2401.12103, 2024 | | 2024 |
| Balancing Privacy and Accuracy in IoT Using Domain-Specific Features for Time Series Classification P Lakhanpal, A Sharma, J Mukherjee, M Litoiu, S Mukhopadhyay 2023 5th IEEE International Conference on Trust, Privacy and Security in …, 2023 | | 2023 |
| Towards a research agenda for understanding and managing uncertainty in self-adaptive systems D Weyns, R Calinescu, R Mirandola, K Tei, M Acosta, N Bencomo, ... ACM SIGSOFT Software Engineering Notes 48 (4), 20-36, 2023 | 8 | 2023 |
| Message from the General Chairs ACSOS 2023 M Litoiu, P Lewis 2023 IEEE International Conference on Autonomic Computing and Self …, 2023 | | 2023 |
| Predictive auto-scaler for a hierarchical computing infrastructure JP Wigglesworth, Y Rouf, J Mukherjee, M Litoiu, RB Mateescu US Patent 11,762,709, 2023 | | 2023 |
| Proactive Continuous Operations using Large Language Models (LLMs) and AIOps M Hausi A, M Litoiu, LF Rivera, M Rasolroveicy, NM Villegas, G Tamura, ... Proceedings of the 33rd Annual International Conference on Computer Science …, 2023 | | 2023 |
| Models for Detecting Performance Anomalies and Identifying Root Causes in Microservices Applications R Rouf, M Rasolroveicy, H Ahuja, Z Namrud, I Watts, K Sarda, M Litoiu Proceedings of the 33rd Annual International Conference on Computer Science …, 2023 | 1 | 2023 |
| Adarma auto-detection and auto-remediation of microservice anomalies by leveraging large language models K Sarda, Z Namrud, R Rouf, H Ahuja, M Rasolroveicy, M Litoiu, L Shwartz, ... Proceedings of the 33rd Annual International Conference on Computer Science …, 2023 | 7 | 2023 |
| Detecting Software Anomalies Using Spectrograms and Convolutional Neural Network J Mukherjee, S Mukhopadhyay, M Litoiu Proceedings of the 33rd Annual International Conference on Computer Science …, 2023 | 2 | 2023 |
| Probe deployment JP Wigglesworth, Y Rouf, J Mukherjee, M Litoiu, IF Watts, E Postea, ... US Patent App. 17/575,704, 2023 | | 2023 |
| Self-adaptation in industry: A survey D Weyns, I Gerostathopoulos, N Abbas, J Andersson, S Biffl, P Brada, ... ACM Transactions on Autonomous and Adaptive Systems 18 (2), 1-44, 2023 | 19 | 2023 |
| Towards a Robust On-line Performance Model Identification for Change Impact Prediction Y Rouf, J Mukherjee, M Litoiu 2023 IEEE/ACM 18th Symposium on Software Engineering for Adaptive and Self …, 2023 | 4 | 2023 |