Refereed Journal Articles
  • Ferosh Jacob, Adam Wynne, Yan Liu, Nathan Baker, and Jeff Gray, Domain-Specific Languages For Developing and Deploying Signature Discovery Workflows, IEEE Computing in Science and Engineering, vol. 16, no. 1, 2014, pp. 52-64.
  • Weihua Geng and Ferosh Jacob, A GPU Accelerated Direct-sum Boundary Integral Poisson Boltzmann Solver, Computer Physics Communications, vol. 184, no. 6, 2013, pp. 1490-1496.
  • Ferosh Jacob, Jeff Gray, Jeffrey C. Carver, Marjan Mernik, and Purushotham Bangalore, PPModel: A Modeling Tool for Source Code Maintenance and Optimization of Parallel Programs, The Journal of Supercomputing, vol. 62, no. 3, 2012, pp. 1560-1582.
  • Ferosh Jacob, Sonqging Yue, Jeff Gray, and Nicholas Kraft, SRLF: A Simple Refactoring Language for High Performance FORTRAN, Journal of Convergence Information Technology, vol. 7, no. 12, 2012, pp. 256-263.
  • Ferosh Jacob, Amber Wagner, Prateek Bahri, Susan Vrbsky, and Jeff Gray, Simplifying the Development and Deployment of MapReduce Algorithms, International Journal of Next-Generation Computing (Special Issue on Cloud Computing - Yugyung Lee and Praveen Rao, eds.), vol. 2, no. 2, 2011, pp. 123-142.
  • Ferosh Jacob, Ashfakul Islam, Weihua Geng, Jeff Gray, Brandon Dixon, Susan Vrbsky, and Purushotham Bangalore, PNBsolver: A Case Study on Modeling Parallel N-body Programs, Journal of Parallel and Distributed Computing, 26 pages (in submission).
    • Refereed Book Chapter Publications
  • Faizan Javed and Ferosh Jacob, Data Science and Big Data Analytics at Career Builder, Big-Data Analytics and Cloud Computing: Theory, Algorithms and Applications(Marcello Trovati, Richard Hill, Ashiq Anjum, Ying Shao Zhu, and Lu Liueds.), Springer International Publishing, ISBN: 978-3-319-25313-8, 2016, pp. 83-96.
    • Refereed Conference Publications
  • Yizhao Ni, Ferosh Jacob, Priya Gopi Achuthan, Hui Wu, & Faizan Javed Automated Evaluation of the Search Relevance Capability for Kp.org in Proceedings of AMIA Annual Symposium, November 2022, Washington, DC
  • Yizhao Ni, Ferosh Jacob, Priya Gopi Achuthan, Hui Wu, & Faizan Javed Leveraging Automated Search Relevance Evaluation to Improve System Deployment: A Case Study in Healthcare in Proceedings of the International Conference on Information and Knowledge Managemen, October 2022, Atlanta, GA 2 pages.
  • Ferosh Jacob, Ilamgumaran Karunanithi, Pramod Salian, and Ravi Sambhu, BBC: A DSL for Designing Cloud-based Heterogeneous Bigdata Pipelines in Proceedings of the International Conference on Big Data, Boston, MA, December 2017.
  • Mayank Kejriwal, Qiaoling Liu, Ferosh Jacob, and Faizan Javed, A Pipeline for Extracting and Deduplicating Domain-Specific Knowledge Bases in Proceedings of the International Conference on Big Data, Santa Clara, CA, November 2015.
  • Qinlong Luo, Meng Zhao, Faizan Javed, and Ferosh Jacob, Macau: Large-Scale Skill Sense Disambiguation in the Online Recruitment Domain in Proceedings of the International Conference on Big Data, Santa Clara, CA, November 2015.
  • Ferosh Jacob, Aaron Johnson, Faizan Javed, Meng Zhao, and Matt McNair, WebScalding: A Framework for Big Data Web Services in Proceedings of the International Conference of Big Data Computing Service and Applications, San Francisco Bay, CA, April 2015, 493-498.
  • Faizan Javed, Qinlong Luo, Matt McNair, Ferosh Jacob, Meng Zhao, Tae Seung Kang, Carotene: A Job Title Classification System for the Online Recruitment Domain in Proceedings of the International Conference of Big Data Computing Service and Applications, San Francisco Bay, CA, April 2015, 286-293.
  • Meng Zhao, Faizan Javed, Ferosh Jacob, and Matt Mcnair, SKILL: A System for Skill Identification and Normalization in Proceedings of the Association for the Advancement of Artificial Intelligence (Industry track), Austin, TX, January 2015.
  • Ferosh Jacob, Faizan Javed, Meng Zhao, and Matt Mcnair, sCooL: A System for Academic Institution Name Normalization in Proceedings of the Second International Symposium on Big Data and Data Analytics, Minneapolis, MN, May 2014.
  • Ferosh Jacob, Yu Sun, Jeff Gray, and Purushotham Bangalore, A platform-independent tool for modeling parallel programs, in Proceedings of the 49th Southeast Regional Conference, Kennesaw, GA, March 2011, pp. 138-143.
  • Ferosh Jacob, David Whittaker, Sagar Thapaliya, Purushotham Bangalore, Marjan Mernik, and Jeff Gray, CUDACL: A tool for CUDA and OpenCL programmers, in Proceedings of the 17th International Conference on High Performance Computing, Goa, India, December 2010, pp. 1-11.
  • Ferosh Jacob, Ritu Arora, Purushotham Bangalore, Marjan Mernik, and Jeff Gray, Raising the level of abstraction of GPU-programming, in Proceedings of the 16th International Conference on Parallel and Distributed Processing, Las Vegas, NV, July 2010, pp. 339-345.
  • Ferosh Jacob and Robert Tairas, Template inference using language models, in Proceedings of the 48th Southeast Regional Conference, Oxford, MS, April 2010, pp. 104-109.
  • Daqing Hou, Ferosh Jacob, and Patricia Jablonski, Exploring the design space of proactive tool support for copy-and-paste programming, in Proceedings of the 19th International Conference of Center for Advanced Studies on Collaborative Research, Ontario, Canada, November 2009, pp. 188-202.
  • Daqing Hou, Ferosh Jacob, and Patricia Jablonski, Proactively managing copy-and-paste induced code clones, in Proceedings of the 25th International Conference on Software Maintenance, Alberta, Canada, September 2009, pp. 391-392.
  • Daqing Hou, Ferosh Jacob, and Patricia Jablonski, CnP: Towards an environment for the proactive management of copy-and-paste programming, in Proceedings of the 17th International Conference on Program Comprehension, British Columbia, Canada, May 2009, pp. 238-242.
    • Refereed Workshop Publications
  • Faizan Javed, Matt McNair, Ferosh Jacob and Meng Zhao, Towards a Job Title Classification System, in Proceedings of the 1st Workshop on Web-Scale Classification: Classifying Big Data from the Web, New York City, NY, February, 2014.
  • Ferosh Jacob, Adam Wynne, Yan Liu, Nathan Baker, and Jeff Gray, Domain-specific languages for composing signature discovery Workflows, in Proceeding of the 12th Workshop on Domain-Specific Modeling, Tucson, AZ, October 2012.
  • Robert Tairas, Ferosh Jacob, and Jeff Gray, Representing clones in a localized manner, in Proceedings of the 5th International Workshop on Software Clones, Honolulu, Hawai, May 2011, pp. 54-60.
  • Ferosh Jacob, Jeff Gray, Purushotham Bangalore, and Marjan Mernik, Refining high performance FORTRAN code from programming model dependencies, in Proceedings of the 17th International Conference on High Performance Computing Student Research Symposium, Goa, India, December 2010, pp. 1-5.
  • Ferosh Jacob, Daqing Hou, and Patricia Jablonski, Actively comparing clones inside the code editor, in Proceedings of the 4th International Workshop on Software Clones, Cape Town, South Africa, May 2010, pp. 9-16.