Publications

Imtiaz Mahmud, George Papadimitriou, Cong Wang, Mariam Kiran, Anirban Mandal, Ewa Deelman (2023). Elephants Sharing the Highway: Studying TCP Fairness in Large Transfers over High Throughput Links. Proceedings of the SC ‘23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis.

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George Papadimitriou, Cong Wang, Eric Lyons, Komal Thareja, Paul Ruth, J. J. Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal (2023). Dynamic Network-Centric Multi-cloud Platform for Real-Time and Data-Intensive Science Workflows. Handbook of Dynamic Data Driven Applications Systems: Volume 2.

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Alicia Esquivel Morel, Prasad Calyam, Chengyi Qu, Durbek Gafurov, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman (2023). Network Services Management using Programmable Data Planes for Visual Cloud Computing. 2023 International Conference on Computing, Networking and Communications (ICNC).

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Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash (2023). Graph neural networks for detecting anomalies in scientific workflows. The International Journal of High Performance Computing Applications.

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Andrew Grote, Eric Lyons, Komal Thareja, George Papadimitriou, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink (2023). FlyPaw: Optimized Route Planning for Scientific UAVMissions. 2023 IEEE 19th International Conference on e-Science (e-Science).

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Alicia Esquivel Morel, Chengyi Qu, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman (2023). FlyNet: Drones on the Horizon. IEEE Internet Computing.

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George Papadimitriou, Hongwei Jin, Cong Wang, Krishnan Raghavan, Anirban Mandal, Prasanna Balaprakash, Ewa Deelman (2023). Flow-Bench: A Dataset for Computational Workflow Anomaly Detection. arXiv.

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Alicia Esquivel Morel, Durbek Gafurov, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman (2023). Experiments on Network Services for Video Transmission using FABRIC Instrument Resources. IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

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Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Patrycja Krawczuk, Loïc Pottier, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash (2022). Workflow Anomaly Detection with Graph Neural Networks. 2022 IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS).

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Ryan Tanaka, George Papadimitriou, Sai Charan Viswanath, Cong Wang, Eric Lyons, Komal Thareja, Chengyi Qu, Alicia Esquivel, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink (2022). Automating Edge-to-cloud Workflows for Science: Traversing the Edge-to-cloud Continuum with Pegasus. 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid).

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George Papadimitriou, Eric Lyons, Cong Wang, Komal Thareja, Ryan Tanaka, Paul Ruth, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal (2021). Fair sharing of network resources among workflow ensembles. Cluster Computing.

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Patrycja Krawczuk, George Papadimitriou, Ryan Tanaka, Tu Mai Anh Do, Srujana Subramany, Shubham Nagarkar, Aditi Jain, Kelsie Lam, Anirban Mandal, Loïc Pottier, Ewa Deelman (2021). A Performance Characterization of Scientific Machine Learning Workflows. 2021 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS).

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George Papadimitriou, Ewa Deelman (2021). A Lightweight GPU Monitoring Extension for Pegasus Kickstart. 2021 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS).

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Eric Lyons, Hakan Saplakoglu, Michael Zink, Komal Thareja, Anirban Mandal, Chengyi Qu, Songjie Wang, Prasad Calyam, George Papadimitriou, Ryan Tanaka, Ewa Deelman (2021). FlyNet: A Platform to Support Scientific Workflows from the Edge to the Core for UAV Applications. Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing.

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Eric Lyons, Dong-Jun Seo, Sunghee Kim, Hamideh Habibi, George Papadimitriou, Ryan Tanaka, Ewa Deelman, Michael Zink, Anirban Mandal (2021). Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud Computing. 2021 IEEE 17th International Conference on eScience (eScience).

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Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies (2021). Mining Workflows for Anomalous Data Transfers. 2021 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR) (MSR).

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George Papadimitriou, Cong Wang, Karan Vahi, Rafael Ferreira da Silva, Anirban Mandal, Liu Zhengchun, Rajiv Mayani, Mats Rynge, Mariam Kiran, Vickie E. Lynch, Rajkumar Kettimuthu, Ewa Deelman, Jeffrey S. Vetter, Ian Foster (2021). End-to-End Online Performance Data Capture and Analysis for Scientific Workflows. Future Generation Computer Systems.

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Henri Casanova, Ewa Deelman, Sandra Gesing, Michael Hildreth, Stephen Hudson, William Koch, Jeffrey Larson, Mary Ann McDowell, Natalie Meyers, John-Luke Navarro, George Papadimitriou, Ryan Tanaka, Ian Taylor, Douglas Thain, Stefan M. Wild, Rosa Filgueira, Rafael Ferreira da Silva (2021). Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education. 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS).

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Patrycja Krawczuk, George Papadimitriou, Shubham Nagarkar, Mariam Kiran, Anirban Mandal, Ewa Deelman (2021). Anomaly Detection in Scientific Workflows using End-to-End Execution Gantt Charts and Convolutional Neural Networks. Proceedings of the Practice and Experience in Advanced Research Computing.

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George Papadimitriou, Karan Vahi, Jason Kincl, Valentine Anantharaj, Ewa Deelman, Jack Wells (2020). Workflow Submit Nodes as a Service on Leadership Class Systems. Proceedings of the Practice and Experience in Advanced Research Computing.

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Cong Wang, George Papadimitriou, Mariam Kiran, Anirban Mandal, Ewa Deelman (2020). Identifying Execution Anomalies for Data Intensive Workflows Using Lightweight ML Techniques. 2020 IEEE High Performance extreme Computing Conference (HPEC).

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Karan Vahi, Danny Goldstein, George Papadimitriou, Peter Nugent, Ewa Deelman (2020). Gearing the DECam Analysis Pipeline for Multi-Messenger Astronomy Using Pegasus Workflows. Astronomical Data Analysis Software and Systems XXIX.

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Eric Lyons, Michael Zink, Anirban Mandal, Cong Wang, Paul Ruth, Chandrasekar Radhakrishnan, George Papadimitriou, Ewa Deelman, Komal Thareja, Ivan Rodero (2020). DyNamo: Scalable Weather Workflow Processing in the Academic MultiCloud. 100th American Meteorological Society Annual Meeting.

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Mariam Kiran, Cong Wang, George Papadimitriou, Anirban Mandal, Ewa Deelman (2020). Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP. Machine Learning.

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George Papadimitriou, Eric Lyons, Cong Wang, Komal Thareja, Ryan Tanaka, Paul Ruth, J.J. Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal (2020). Application Aware Software Defined Flows of Workflow Ensembles. 2020 IEEE/ACM Innovating the Network for Data-Intensive Science (INDIS).

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Eric Lyons, David Westbrook, Andrew Grote, George Papadimitriou, Komal Thareja, Cong Wang, Michael Zink, Ewa Deelman, Anirban Mandal, Paul Ruth (2020). An On-Demand Weather Avoidance System for Small Aircraft Flight Path Routing. Dynamic Data Driven Application Systems.

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George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman (2019). Training Classifiers to Identify TCP Signatures inScientific Workflows. 2019 IEEE/ACM Innovating the Network for Data-Intensive Science (INDIS).

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Eric Lyons, George Papadimitriou, Cong Wang, Komal Thareja, Paul Ruth, J.J. Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal (2019). Toward a Dynamic Network-centric Distributed Cloud Platform for Scientific Workflows: A Case Study for Adaptive Weather Sensing. 15th International Conference on eScience (eScience).

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Ewa Deelman, Karan Vahi, Mats Rynge, Rajiv Mayani, Rafael Ferreira da Silva, George Papadimitriou, Miron Livny (2019). The Evolution of the Pegasus Workflow Management Software. Computing in Science Engineering.

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Rafael Ferreira da Silva, Scott Callaghan, Tu Mai Anh Do, George Papadimitriou, Ewa Deelman (2019). Measuring the Impact of Burst Buffers on Data-Intensive Scientific Workflows. Future Generation Computer Systems.

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Ivan Rodero, Yubo Qin, Jesus Valls, Anthony Simonet, J.J. Villalobos, Manish Parashar, Chooban Youn, Cong Wang, Komal Thareja, Paul Ruth, George Papadimitriou, Eric Lyons, Michael Zink (2019). Enabling Data Streaming-based Science Gateway through Federated Cyberinfrastructure. Gateways 2019.

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Karan Vahi, Mats Rynge, George Papadimitriou, Duncan Brown, Rajiv Mayani, Rafael Ferreira da Silva, Ewa Deelman, Anirban Mandal, Eric Lyons, Michael Zink (2019). Custom Execution Environments with Containers in Pegasus-enabled Scientific Workflows. 15th International Conference on eScience (eScience).

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