About Me

I am a Ph.D. student in the Computer Science Department at Purdue University. I work in Dependable Computing Systems Lab (DCSL) under the supervision of Prof. Saurabh Bagchi. My research interests lie in the broad area of improving reliability of computer systems through the use of machine learning techniques. I am currently working on improving user experience and dependability of cellular services through big data analytics. I received my B.S. degree in Computer Science from Carnegie Mellon University in 2009.

Publications

1. Ignacio Laguna, Subrata Mitra, Fahad Arshad, Nawanol Theera-Ampornpunt, Zongyang Zhu, Saurabh Bagchi, Samuel Midkiff, Mike Kistler, and Ahmed Gheith. Automatic Problem Localization via Multi-dimensional Metric Profiling. In proceedings of the 32nd International Symposium on Reliable Distributed Systems (SRDS 2013), Braga, Portugal, 30 September - 3 October 2013. To appear. [ PDF ]
2. Timothy Tsai, Nawanol Theera-Ampornpunt, and Saurabh Bagchi. A Study of Soft Error Consequences in Hard Drives. In proceedings of the 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012), Boston, Massachusetts, 25-28 June 2012. [ PDF ]
3. Nawanol Theera-Ampornpunt, Bowen Zhou, and Saurabh Bagchi. Predicting Time to Failure for Large Scale Distributed Systems. Fast Abstract in the Supplemental Proceedings of the 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2011), Hong Kong, China, 27-30 June 2011. [ PDF ]
4. S.V.N. Vishwanathan, Zhaonan Sun, Nawanol Theera-Ampornpunt, and Manik Varma. Multiple Kernel Learning and the SMO Algorithm. In Advances in Neural Information Processing Systems 23 (NIPS 2010), Vancouver, Canada, 6-11 December 2010. Poster spotlight. (73 out of 1219, 6% acceptance rate) [ PDF ]

Last update: 22 July 2013