Alok Singh

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 11

Top Topics

Scientific Workflows

Workflow Execution

Language Processing

Top Venues

Publications

Alok Singh, Shweta Purawat, Arvind Rao, Ilkay Altintas
Modular performance prediction for scientific workflows using Machine Learning. Future Gener. Comput. Syst. 114 (2021)
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
Towards A Methodology and Framework for Workflow-Driven Team Science. CoRR (2019)
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
Toward a Methodology and Framework for Workflow-Driven Team Science. Comput. Sci. Eng. 21 (4) (2019)
Alok Singh, Ilkay Altintas, Malachi Schram, Nathan R. Tallent
Deep Learning for Enhancing Fault Tolerant Capabilities of Scientific Workflows. IEEE BigData (2018)
Alok Singh, Eric G. Stephan, Malachi Schram, Ilkay Altintas
Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows. CoRR (2018)
Alok Singh, Mai H. Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas
Modular Resource Centric Learning for Workflow Performance Prediction. CoRR (2017)
Alok Singh, Eric G. Stephan, Malachi Schram, Ilkay Altintas
Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows. eScience (2017)
Alok Singh, Arvind Rao, Shweta Purawat, Ilkay Altintas
A machine learning approach for modular workflow performance prediction. WORKS@SC (2017)
Ankit Goyal, Alok Singh, Shitij Bhargava, Daniel Crawl, Ilkay Altintas, Chun-Nan Hsu
Natural Language Processing using Kepler Workflow System: First Steps. ICCS (2016)
Alok Singh, Eric G. Stephan, Todd Elsethagen, Matt MacDuff, Bibi Raju, Malachi Schram, Kerstin Kleese van Dam, Darren J. Kerbyson, Ilkay Altintas
Leveraging large sensor streams for robust cloud control. IEEE BigData (2016)
Daniel Crawl, Alok Singh, Ilkay Altintas
Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows. ICCS (2016)