| PRACTISE: Robust Prediction of Data Center Time Series J Xue, F Yan, R Birke, LY Chen, T Scherer, E Smirni Proceedings of the 11th International Conference on Network and Service …, 2015 | 98 | 2015 |
| Machine Learning Models for GPU Error Prediction in a Large Scale HPC System B Nie, J Xue, S Gupta, T Patel, C Engelmann, E Smirni, D Tiwari Proceedings of the 48th IEEE/IFIP International Conference on Dependable …, 2018 | 86 | 2018 |
| Characterizing temperature, power, and soft-error behaviors in data center systems: Insights, challenges, and opportunities B Nie, J Xue, S Gupta, C Engelmann, E Smirni, D Tiwari 2017 IEEE 25th International Symposium on Modeling, Analysis, and Simulation …, 2017 | 67 | 2017 |
| SSD failures in the field: symptoms, causes, and prediction models J Alter, J Xue, A Dimnaku, E Smirni Proceedings of the International Conference for High Performance Computing …, 2019 | 54 | 2019 |
| Spatial–temporal prediction models for active ticket managing in data centers J Xue, R Birke, LY Chen, E Smirni IEEE Transactions on Network and Service Management 15 (1), 39-52, 2018 | 28 | 2018 |
| Managing Data Center Tickets: Prediction and Active Sizing J Xue, R Birke, LY Chen, E Smirni Proceedings of the 46th IEEE/IFIP International Conference on Dependable …, 2016 | 26 | 2016 |
| Storage Workload Isolation via Tier Warming: How Models Can Help J Xue, F Yan, A Riska, E Smirni Proceedings of the 11th International Conference on Autonomic Computing …, 2014 | 21 | 2014 |
| Fill-in the Gaps: Spatial-Temporal Models for Missing Data J Xue, B Nie, E Smirni Proceedings of the 13th International Conference on Network and Service …, 2017 | 11 | 2017 |
| Method and system for performance ticket reduction R Birke, YL Chen, T Scherer, ML Schmatz, J Xue US Patent 10,102,033, 2018 | 10 | 2018 |
| Proactive Management of Systems via Hybrid Analytic Techniques J Xue, F Yan, A Riska, E Smirni International Conference on Cloud and Autonomic Computing (ICCAC), 137-148, 2015 | 8 | 2015 |
| Scheduling Data Analytics Work with Performance Guarantees: Queuing and Machine Learning Models in Synergy J Xue, F Yan, A Riska, E Smirni Journal of Cluster Computing 19 (2), 849–864, 2016 | 7 | 2016 |
| Tale of Tails: Anomaly Avoidance in Data Centers J Xue, R Birke, LY Chen, E Smirni Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems (SRDS …, 2016 | 7 | 2016 |
| PRACTISE--Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload T Scherer, J Xue, F Yan, R Birke, LY Chen, E Smirni 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing …, 2015 | 4 | 2015 |
| PROST: Predicting Resource Usages with Spatial and Temporal Dependencies J Xue, E Smirni, T Scherer, R Birke, LY Chen Proceedings of the 7th ACM/SPEC on International Conference on Performance …, 2016 | 2 | 2016 |
| Workload Prediction for Efficient Performance Isolation and System Reliability J Xue | 1 | 2017 |
| Bridging Resource Prediction and System Management: A Case Study in Cloud Systems J Kur, J Xue, J Chen, J Huang 2023 19th International Conference on Network and Service Management (CNSM), 1-5, 2023 | | 2023 |
| Resolution Matters: Revisiting Prediction-Based Job Co-location in Public Clouds J Kur, J Chen, J Xue, J Huang 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing …, 2022 | | 2022 |
| Method and system for performance ticket reduction R Birke, YL Chen, T Scherer, ML Schmatz, J Xue | | 2016 |
Evgenia SmirniProfessor of Computer Science, College of William and MaryVerified email at cs.wm.edu