Publications
This section contains publications published by ISI over the past several decades.
2021
Guest editor’s note: Special issue on application performance optimization in the era of extreme heterogeneity
Roman Wyrzykowski, Ewa Deelman
The International Journal of High Performance Computing Applications 35 (1), 3-4, 2021
A Secure Gateway for Enabling Application Specific Integrated Circuit Design Collaborations
Steve Bogol, Paul Brenner, Adam Brinckman, Ewa Deelman, Rafael Ferreira da Silva, Sandeep Gupta, Jarek Nabrzyski, Soowang Park, Damian Perez, Sarah Rucker, Mats Rynge, Ian J Taylor, Karan Vahi, Matt Vander Werf, Sebastian Wyngaard
2021
SIM-SITU: A Framework for the Faithful Simulation of in-situ Workflows
Valentin Honoré, Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Ewa Deelman, Frédéric Suter
arXiv preprint arXiv:2112.15067, 2021
FlyNet: a platform to support scientific workflows from the edge to the core for UAV applications
Eric Lyons, Hakan Saplakoglu, Michael Zink, Komal Thareja, Anirban Mandal, Chengyi Qu, Songjie Wang, Prasad Calyam, George Papadimitriou, Ryan Tanaka, Ewa Deelman
Proceedings of the 14th IEEE/ACM International Conference on Utility and …, 2021
Emerging frameworks for advancing scientific workflows research, development, and education
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 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 74-80, 2021
A performance characterization of scientific machine learning workflows
Patrycja Krawczuk, George Papadimitriou, Ryan Tanaka, Tu Mai Anh Do, Srujana Subramanya, Shubham Nagarkar, Aditi Jain, Kelsie Lam, Anirban Mandal, Loïc Pottier, Ewa Deelman
2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 58-65, 2021
Lightweight GPU Monitoring Extension for Pegasus Kickstart
George Papadimitriou
2021 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS)., 2021
Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud Computing
Eric Lyons, Dong-Jun Seo, Sunghee Kim, Hamideh Habibi, George Papadimitriou, Ryan Tanaka, Ewa Deelman, Michael Zink, Anirban Mandal
2021 IEEE 17th International Conference on eScience (eScience), 259-261, 2021
A roadmap to robust science for high-throughput applications: The scientists’ perspective
Michela Taufer, Ewa Deelman, R Ferreira da Silva, Trilce Estrada, M Hall
2021 IEEE 17th International Conference on eScience (eScience), 247-248, 2021
CrisisFlow: multimodal representation learning workflow for crisis computing
Patrycja Krawczuk, Shubham Nagarkar, Ewa Deelman
2021 IEEE 17th International Conference on eScience (eScience), 264-266, 2021
A roadmap to robust science for high-throughput applications: The developers’ perspective
Michela Taufer, Ewa Deelman, R Ferreira da Silva, Trilce Estrada, M Hall, Miron Livny
2021 IEEE International Conference on Cluster Computing (CLUSTER), 807-808, 2021
Assessing resource provisioning and allocation of ensembles of in situ workflows
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
50th International Conference on Parallel Processing Workshop, 1-10, 2021
Anomaly detection in scientific workflows using end-to-end execution gantt charts and convolutional neural networks
Patrycja Krawczuk, George Papadimitriou, Shubham Nagarkar, Mariam Kiran, Anirban Mandal, Ewa Deelman
Practice and Experience in Advanced Research Computing, 1-5, 2021
System and methods for graphic encoding of macromolecules for efficient high-throughput analysis
TP ESTRADA-PIEDRA, J Benson, H Carrillo-cabada, E Deelman, ...
US Patent App. 16/761,663, 2021
Mining workflows for anomalous data transfers
Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies
2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021
Graph signal recovery using restricted Boltzmann machines
Ankith Mohan, Aiichiro Nakano, Emilio Ferrara
Expert Systems with Applications 185, 115635, 2021
Detecting cryptocurrency pump-and-dump frauds using market and social signals
Huy Nghiem, Goran Muric, Fred Morstatter, Emilio Ferrara
Expert Systems with Applications 182, 115284, 2021
Social Bots and Social Media Manipulation in 2020: The Year in Review
HCH Chang, E Chen, M Zhang, G Muric, E Ferrara
Handbook of Computational Social Science, Volume 1: Theory, Case Studies and …, 2021
Using word embedding to reveal monetary policy explanation changes
Akira Matsui, Xiang Ren, Emilio Ferrara
Proceedings of the Third Workshop on Economics and Natural Language …, 2021
Pictures as a form of protest: A survey and analysis of images posted during the stop Asian hate movement on Twitter
Oliver Melbourne Allen, Emily Chen, Emilio Ferrara
2021 IEEE 18th international conference on mobile ad hoc and smart systems …, 2021