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George Papadimitriou
George Papadimitriou
PhD Student, University of Southern California - Information Sciences Institute
Verified email at isi.edu
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Cited by
Year
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
962019
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
182019
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
162021
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
162019
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
142021
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
142020
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
102019
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
82022
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
72019
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
62023
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
62020
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
52021
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
52020
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
42022
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, ...
42021
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
32023
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
32021
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
32020
Enabling data streaming-based science gateways through federated cyberinfrastructure
I Rodero, Y Qin, J Valls, A Simonet, JJ Villalobos, M Parashar, C Youn, ...
Gateways 2019, 2019
32019
FlyNet: Drones on the Horizon
AE Morel, C Qu, P Calyam, C Wang, K Thareja, A Mandal, E Lyons, ...
IEEE Internet Computing 27 (3), 35-43, 2023
22023
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