George Papadimitriou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Network Services

Scientific Workflows

Top Venues

Future Gener. Comput. Syst.

Publications

Hongwei Jin, George Papadimitriou, Krishnan Raghavan, Pawel Zuk, Prasanna Balaprakash, Cong Wang, Anirban Mandal, Ewa Deelman
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning. CoRR (2024)
Krishnan Raghavan, George Papadimitriou, Hongwei Jin, Anirban Mandal, Mariam Kiran, Prasanna Balaprakash, Ewa Deelman
Advancing Anomaly Detection in Computational Workflows with Active Learning. CoRR (2024)
Hamza Safri, George Papadimitriou, Frédéric Desprez, Ewa Deelman
A Workflow Management System Approach To Federated Learning: Application to Industry 4.0. DCOSS-IoT (2024)
George Papadimitriou, Hongwei Jin, Cong Wang, Krishnan Raghavan, Anirban Mandal, Prasanna Balaprakash, Ewa Deelman
Flow-Bench: A Dataset for Computational Workflow Anomaly Detection. CoRR (2023)
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash
Graph neural networks for detecting anomalies in scientific workflows. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
Alicia Esquivel Morel, Durbek Gafurov, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
Experiments on Network Services for Video Transmission using FABRIC Instrument Resources. INFOCOM Workshops (2023)
Alicia Esquivel Morel, Chengyi Qu, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
FlyNet: Drones on the Horizon. IEEE Internet Comput. 27 (3) (2023)
Alicia Esquivel Morel, Prasad Calyam, Chengyi Qu, Durbek Gafurov, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
Network Services Management using Programmable Data Planes for Visual Cloud Computing. ICNC (2023)
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Ewa Deelman, Prasanna Balaprakash
Self-supervised Learning for Anomaly Detection in Computational Workflows. CoRR (2023)
Imtiaz Mahmud, George Papadimitriou, Cong Wang, Mariam Kiran, Anirban Mandal, Ewa Deelman
Elephants Sharing the Highway: Studying TCP Fairness in Large Transfers over High Throughput Links. SC Workshops (2023)
Andrew Grote, Eric Lyons, Komal Thareja, George Papadimitriou, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink
FlyPaw: Optimized Route Planning for Scientific UAVMissions. e-Science (2023)
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Patrycja Krawczuk, Loïc Pottier, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash
Workflow Anomaly Detection with Graph Neural Networks. WORKS@SC (2022)
Ryan Tanaka, George Papadimitriou, Sai Charan Viswanath, Cong Wang, Eric Lyons, Komal Thareja, Chengyi Qu, Alicia Esquivel Morel, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink
Automating Edge-to-cloud Workflows for Science: Traversing the Edge-to-cloud Continuum with Pegasus. CCGRID (2022)
George Papadimitriou, Eric Lyons, Cong Wang, Komal Thareja, Ryan Tanaka, Paul Ruth, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal
Fair sharing of network resources among workflow ensembles. Clust. Comput. 25 (4) (2022)
Patrycja Krawczuk, George Papadimitriou, Shubham Nagarkar, Mariam Kiran, Anirban Mandal, Ewa Deelman
Anomaly Detection in Scientific Workflows using End-to-End Execution Gantt Charts and Convolutional Neural Networks. PEARC (2021)
Eric Lyons, Hakan Saplakoglu, Michael Zink, Komal Thareja, Anirban Mandal, Chengyi Qu, Songjie Wang, Prasad Calyam, George Papadimitriou, Ryan Tanaka, Ewa Deelman
FlyNet: a platform to support scientific workflows from the edge to the core for UAV applications. UCC (2021)
George Papadimitriou, Cong Wang, Karan Vahi, Rafael Ferreira da Silva, Anirban Mandal, Zhengchun Liu, Rajiv Mayani, Mats Rynge, Mariam Kiran, Vickie E. Lynch, Rajkumar Kettimuthu, Ewa Deelman, Jeffrey S. Vetter, Ian T. Foster
End-to-end online performance data capture and analysis for scientific workflows. Future Gener. Comput. Syst. 117 (2021)
Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies
Mining Scientific Workflows for Anomalous Data Transfers. CoRR (2021)
Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies
Mining Workflows for Anomalous Data Transfers. MSR (2021)
Henri Casanova, Ewa Deelman, Sandra Gesing, Michael D. Hildreth, Stephen Hudson, William Koch, Jeffrey Larson, Mary Ann McDowell, Natalie Meyers, John-Luke Navarro, George Papadimitriou, Ryan Tanaka, Ian J. Taylor, Douglas Thain, Stefan M. Wild, Rosa Filgueira, Rafael Ferreira da Silva
Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education. WORKS (2021)
Eric Lyons, Dong-Jun Seo, Sunghee Kim, Hamideh Habibi, George Papadimitriou, Ryan Tanaka, Ewa Deelman, Michael Zink, Anirban Mandal
Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud Computing. e-Science (2021)
Patrycja Krawczuk, George Papadimitriou, Ryan Tanaka, Tu Mai Anh Do, Srujana Subramanya, Shubham Nagarkar, Aditi Jain, Kelsie Lam, Anirban Mandal, Loïc Pottier, Ewa Deelman
A Performance Characterization of Scientific Machine Learning Workflows. WORKS (2021)
Mariam Kiran, Cong Wang, George Papadimitriou, Anirban Mandal, Ewa Deelman
Detecting anomalous packets in network transfers: investigations using PCA, autoencoder and isolation forest in TCP. Mach. Learn. 109 (5) (2020)
George Papadimitriou, Karan Vahi, Jason Kincl, Valentine Anantharaj, Ewa Deelman, Jack C. Wells
Workflow Submit Nodes as a Service on Leadership Class Systems. PEARC (2020)
George Papadimitriou, Eric Lyons, Cong Wang, Komal Thareja, Ryan Tanaka, Paul Ruth, Juan J. Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal
Application Aware Software Defined Flows of Workflow Ensembles. INDIS@SC (2020)
Eric Lyons, David Westbrook, Andrew Grote, George Papadimitriou, Komal Thareja, Cong Wang, Michael Zink, Ewa Deelman, Anirban Mandal, Paul Ruth
An On-Demand Weather Avoidance System for Small Aircraft Flight Path Routing. DDDAS (2020)
Cong Wang, George Papadimitriou, Mariam Kiran, Anirban Mandal, Ewa Deelman
Identifying Execution Anomalies for Data Intensive Workflows Using Lightweight ML Techniques. HPEC (2020)
Ewa Deelman, Karan Vahi, Mats Rynge, Rajiv Mayani, Rafael Ferreira da Silva, George Papadimitriou, Miron Livny
The Evolution of the Pegasus Workflow Management Software. Comput. Sci. Eng. 21 (4) (2019)
George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman
Training Classifiers to Identify TCP Signatures in Scientific Workflows. INDIS@SC (2019)
Eric Lyons, Anirban Mandal, George Papadimitriou, Cong Wang, Komal Thareja, Paul Ruth, Juan J. Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink
Toward a Dynamic Network-Centric Distributed Cloud Platform for Scientific Workflows: A Case Study for Adaptive Weather Sensing. eScience (2019)
Rafael Ferreira da Silva, Scott Callaghan, Tu Mai Anh Do, George Papadimitriou, Ewa Deelman
Measuring the impact of burst buffers on data-intensive scientific workflows. Future Gener. Comput. Syst. 101 (2019)
Karan Vahi, Mats Rynge, George Papadimitriou, Duncan A. Brown, Rajiv Mayani, Rafael Ferreira da Silva, Ewa Deelman, Anirban Mandal, Eric Lyons, Michael Zink
Custom Execution Environments with Containers in Pegasus-enabled Scientific Workflows. CoRR (2019)
Karan Vahi, Michael Zink, Mats Rynge, George Papadimitriou, Duncan A. Brown, Rajiv Mayani, Rafael Ferreira da Silva, Ewa Deelman, Anirban Mandal, Eric Lyons
Custom Execution Environments with Containers in Pegasus-Enabled Scientific Workflows. eScience (2019)