| The evolution of the pegasus workflow management software E Deelman, K Vahi, M Rynge, R Mayani, RF da Silva, G Papadimitriou, ... Computing in Science & Engineering 21 (4), 22-36, 2019 | 116 | 2019 |
| Toward a dynamic network-centric distributed cloud platform for scientific workflows: A case study for adaptive weather sensing E Lyons, G Papadimitriou, C Wang, K Thareja, P Ruth, JJ Villalobos, ... 2019 15th International Conference on eScience (eScience), 67-76, 2019 | 23 | 2019 |
| End-to-end online performance data capture and analysis for scientific workflows G Papadimitriou, C Wang, K Vahi, RF da Silva, A Mandal, Z Liu, R Mayani, ... Future Generation Computer Systems 117, 387-400, 2021 | 20 | 2021 |
| Custom execution environments with containers in pegasus-enabled scientific workflows K Vahi, M Rynge, G Papadimitriou, DA Brown, R Mayani, RF Da Silva, ... 2019 15th International Conference on eScience (eScience), 281-290, 2019 | 18 | 2019 |
| Detecting anomalous packets in network transfers: investigations using PCA, autoencoder and isolation forest in TCP M Kiran, C Wang, G Papadimitriou, A Mandal, E Deelman Machine Learning 109, 1127-1143, 2020 | 17 | 2020 |
| Mining workflows for anomalous data transfers H Tu, G Papadimitriou, M Kiran, C Wang, A Mandal, E Deelman, ... 2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021 | 15 | 2021 |
| Automating edge-to-cloud workflows for science: Traversing the edge-to-cloud continuum with pegasus R Tanaka, G Papadimitriou, SC Viswanath, C Wang, E Lyons, K Thareja, ... 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022 | 10 | 2022 |
| Measuring the impact of burst buffers on data-intensive scientific workflows RF da Silva, S Callaghan, TMA Do, G Papadimitriou, E Deelman Future Generation Computer Systems 101, 208-220, 2019 | 10 | 2019 |
| Network services management using programmable data planes for visual cloud computing AE Morel, P Calyam, C Qu, D Gafurov, C Wang, K Thareja, A Mandal, ... 2023 International Conference on Computing, Networking and Communications …, 2023 | 7 | 2023 |
| Training classifiers to identify TCP signatures in scientific workflows G Papadimitriou, M Kiran, C Wang, A Mandal, E Deelman 2019 IEEE/ACM Innovating the Network for Data-Intensive Science (INDIS), 61-68, 2019 | 7 | 2019 |
| Graph neural networks for detecting anomalies in scientific workflows H Jin, K Raghavan, G Papadimitriou, C Wang, A Mandal, M Kiran, ... The International Journal of High Performance Computing Applications 37 (3-4 …, 2023 | 6 | 2023 |
| Identifying execution anomalies for data intensive workflows using lightweight ML techniques C Wang, G Papadimitriou, M Kiran, A Mandal, E Deelman 2020 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2020 | 6 | 2020 |
| Workflow anomaly detection with graph neural networks H Jin, K Raghavan, G Papadimitriou, C Wang, A Mandal, P Krawczuk, ... 2022 IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS …, 2022 | 5 | 2022 |
| Anomaly detection in scientific workflows using end-to-end execution gantt charts and convolutional neural networks P Krawczuk, G Papadimitriou, S Nagarkar, M Kiran, A Mandal, E Deelman Practice and Experience in Advanced Research Computing, 1-5, 2021 | 5 | 2021 |
| Workflow submit nodes as a service on leadership class systems G Papadimitriou, K Vahi, J Kincl, V Anantharaj, E Deelman, J Wells Practice and Experience in Advanced Research Computing, 56-63, 2020 | 5 | 2020 |
| A performance characterization of scientific machine learning workflows P Krawczuk, G Papadimitriou, R Tanaka, TMA Do, S Subramanya, ... 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 58-65, 2021 | 4 | 2021 |
| Mining Workflows for Anomalous Data Transfers. In 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR). 1ś12 H Tu, G Papadimitriou, M Kiran, C Wang, A Mandal, E Deelman, ... | 4 | 2021 |
| Flow-Bench: A dataset for computational workflow anomaly detection G Papadimitriou, H Jin, C Wang, R Mayani, K Raghavan, A Mandal, ... arXiv preprint arXiv:2306.09930, 2023 | 3 | 2023 |
| FlyNet: a platform to support scientific workflows from the edge to the core for UAV applications E Lyons, H Saplakoglu, M Zink, K Thareja, A Mandal, C Qu, S Wang, ... Proceedings of the 14th IEEE/ACM International Conference on Utility and …, 2021 | 3 | 2021 |
| An on-demand weather avoidance system for small aircraft flight path routing E Lyons, D Westbrook, A Grote, G Papadimitriou, K Thareja, C Wang, ... International Conference on Dynamic Data Driven Application Systems, 311-319, 2020 | 3 | 2020 |
Ewa DeelmanUniversity of Southern California, Information Sciences InstituteVerified email at isi.edu
