Alok Singh

11 papers Misc 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
Modular performance prediction for scientific workflows using Machine Learning.
Future Gener. Comput. Syst.
Alok Singh, Shweta Purawat, Arvind Rao, Ilkay Altintas
2019 J jnl
Toward a Methodology and Framework for Workflow-Driven Team Science.
Comput. Sci. Eng.
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
2019 J jnl
Towards A Methodology and Framework for Workflow-Driven Team Science.
CoRR
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
2018 — conf
Deep Learning for Enhancing Fault Tolerant Capabilities of Scientific Workflows.
IEEE BigData
Alok Singh, Ilkay Altintas, Malachi Schram, Nathan R. Tallent
2018 J jnl
Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows.
CoRR
Alok Singh, Eric G. Stephan, Malachi Schram, Ilkay Altintas
2017 — conf
A machine learning approach for modular workflow performance prediction.
WORKS@SC
Alok Singh, Arvind Rao, Shweta Purawat, Ilkay Altintas
2017 — conf
Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows.
eScience
Alok Singh, Eric G. Stephan, Malachi Schram, Ilkay Altintas
2017 J jnl
Modular Resource Centric Learning for Workflow Performance Prediction.
CoRR
Alok Singh, Mai H. Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas
2016 Misc conf
Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows.
ICCS
Daniel Crawl, Alok Singh, Ilkay Altintas
2016 — conf
Leveraging large sensor streams for robust cloud control.
IEEE BigData
Alok Singh, Eric G. Stephan, Todd Elsethagen, Matt MacDuff, Bibi Raju, Malachi Schram, Kerstin Kleese van Dam, Darren J. Kerbyson, Ilkay Altintas
2016 Misc conf
Natural Language Processing using Kepler Workflow System: First Steps.
ICCS
Ankit Goyal, Alok Singh, Shitij Bhargava, Daniel Crawl, Ilkay Altintas, Chun-Nan Hsu