Publications

This section contains publications published by ISI over the past several decades.

2018

A semantic model catalog to support comparison and reuse

Daniel Garijo, Deborah Khider, Yolanda Gil, Lucas Augusto Carvalho, Bakinam T Essawy, Suzanne Pierce, Daniel H Lewis, Varun Ratnakar, Scott Peckham, Christopher J Duffy, Jonathan L Goodall

Semantic workflows for benchmark challenges: Enhancing comparability, reusability and reproducibility

Arunima Srivastava, Ravali Adusumilli, Hunter Boyce, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Thomas Yu, Raghu Machiraju, Yolanda Gil, Parag Mallick
BIOCOMPUTING 2019: Proceedings of the Pacific Symposium, 208-219,  2018

P4ML: A phased performance-based pipeline planner for automated machine learning

Yolanda Gil, Ke-Thia Yao, Varun Ratnakar, Daniel Garijo, Greg Ver Steeg, Pedro Szekely, Rob Brekelmans, Mayank Kejriwal, Fanghao Luo, I-Hui Huang
AutoML Workshop at ICML 24,  2018

Mint: Model integration through knowledge-powered data and process composition

Yolanda Gil, Kelly Cobourn, Ewa Deelman, Chris Duffy, Rafael Ferreira da Silva, Armen Kemanian, Craig Knoblock, Vipin Kumar, Scott Peckham, Lucas Augusto Carvalho, Yao-Yi Chang, Daniel Garijo, Ankush Khandelwal, Deborah Khider, Minh Pahm, Jay Pujara, Varun Ratnakar, Maria Stoica, Binh Vu

PSM-Flow: Probabilistic subgraph mining for discovering reusable fragments in workflows

Chin Wang Cheong, Daniel Garijo, Cheung Kwok Wai, Yolanda Gil
2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 166-173,  2018

Pacer: Automated Feedback-Based Vertical Elasticity for Heterogeneous Soft Real-Time Workloads

Yu-An Chen, Geoffrey Tran, Andrew Rittenbach, John Walters, Stephen Crago
2018 IEEE/ACM 11th International Conference on Utility and Cloud Computing …,  2018

Reducing Tail Latencies While Improving Resiliency to Timing Errors for Stream Processing Workloads

G.P.C. Tran, J.P. Walters, S. P. Crago
2018 IEEE International Conference on Services Computing (SCC),  2018

Fingerprint presentation attack detection using a novel multi-spectral capture device and patch-based convolutional neural networks

Mohamed E Hussein, Leonidas Spinoulas, Fei Xiong, Wael Abd-Almageed
2018 IEEE international workshop on information forensics and security (WIFS …,  2018

Unknown presentation attack detection with face rgb images

Fei Xiong, Wael AbdAlmageed
2018 IEEE 9th International Conference on Biometrics Theory, Applications …,  2018

Adversarial auto-encoders for speech based emotion recognition

Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Espy-Wilson
arXiv preprint arXiv:1806.02146,  2018

2017

CI-P: Advanced National Wireless Ecosystem Testbed

John Wroclawski, Heidi Morgan
NSF Award 17 (1730540), 30540,  2017

IRNC: Backbone: Americas Africa Research and eduCation Lightpaths (AARCLight)

Julio Ibarra, Heidi Morgan, Donald A Cox, Luis F Lopez
NSF Award 16 (1638990), 38990,  2017

CI-P: Advanced National Wireless Ecosystem Testbed

John Wroclawski, Heidi Morgan
NSF Award 17 (1730540), 30540,  2017

Human-Building Integration: Bio-Sensing Adaptive Environmental Control for Human Health and Sustainability

Joon-Ho Choi, Shrikanth S Narayanan, Mary Ann Pentz
NSF Award 17 (1707068), 7068,  2017

GENI Engineering Conference 25

Julio Ibarra, Heidi Morgan, Jason X Liu
NSF Award 17 (1724805), 24805,  2017

Computer system and network security

Wayne Wolf, Gregory B White, Eric A Fisch, Stephen P Crago, Udo W Pooch, Janice Onanian McMahon, Donald Yeung, Huy Nguyen, Masahiro Arakawa, Tom MacDonald, Bilge ES Akgul, Pinar Korkmaz, Lakshmi Chakrapani, Hahn Kim, Glenn E Schrad, James M Lebak
CRC press,  2017

A Distributed Logical Filter for Connected Row Convex Constraints

TK Satish Kumar Hong Xu Zheng, Tang Anoop Kumar Craig Milo Rogers, Craig A Knoblock
Information Sciences,  2017

Recursives in the wild: Engineering authoritative DNS servers

Moritz Müller, Giovane CM Moura, Ricardo de O. Schmidt, John Heidemann
Proceedings of the 2017 Internet Measurement Conference, 489-495,  2017

Population annealing: Massively parallel simulations in statistical physics

Martin Weigel, Lev Yu Barash, Michal Borovský, Wolfhard Janke, Lev N Shchur
Journal of Physics: Conference Series 921 (1), 012017,  2017