Publications

Export 25 results:
2020
2019
G. Papadimitriou, M. Kiran, C. Wang, A. Mandal, and E. Deelman, "Training Classifiers to Identify TCP Signatures in Scientific Workflows", 2019 IEEE/ACM Innovating the Network for Data-Intensive Science (INDIS), pp. 61-68, Nov, 2019.
M. Rynge, K. Vahi, E. Deelman, A. Mandal, I. Baldin, O. Bhide, R. Heiland, V. Welch, R. Hill, W. L. Poehlman, and A. F. Feltus, "Integrity Protection for Scientific Workflow Data: Motivation and Initial Experiences", Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (Learning), New York, NY, USA, ACM, pp. 17:1–17:8, 2019.
E. Deelman, A. Mandal, M. Jiang, and R. Sakellariou, "The role of machine learning in scientific workflows", The International Journal of High Performance Computing Applications, 2019.
2017
2016
P. Gaikwad, A. Mandal, P. Ruth, G. Juve, D. Krol, and E. Deelman, "Anomaly Detection for Scientific Workflow Applications on Networked Clouds", IEEE 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), 2016.
A. Mandal, P. Ruth, I. Baldin, D. Król, G. Juve, R. Mayani, R. F. da Silva, E. Deelman, J. S. Meredith, J. S. Vetter, V. E. Lynch, B. Mayer, J. Wynne, M. P. Blanco, C. D. Carothers, J. M. LaPre, and B. Tierney, "Toward an End-to-End Framework for Modeling, Monitoring and Anomaly Detection for Scientific Workflows", 2016 {IEEE} International Parallel and Distributed Processing Symposium Workshops, {IPDPS} Workshops 2016, Chicago, IL, USA, May 23-27, 2016, pp. 1370–1379, 2016.
2015
2013
A. Mandal, P. Ruth, I. Baldin, Y. Xin, C. Castillo, M. Rynge, and E. Deelman, "Evaluating I/O Aware Network Management for Scientific Workflows on Networked Clouds", The 3rd International Workshop on Network-aware Data Management, in conjunction with SC13, 2013.
A. Mandal, P. Ruth, I. Baldin, Y. Xin, C. Castillo, M. Rynge, and E. Deelman, "Evaluating i/o aware network management for scientific workflows on networked clouds", Proceedings of the Third International Workshop on Network-Aware Data Management: ACM, pp. 2, 2013.
2005