Big Data Management and Analytics

Miller, B. A., Beard, M. S., Wolfe, P. J., and Bliss, N. T., A spectral framework for anomalous subgraph detection, IEEE Transactions on Signal Processing, Vol. 63, No. 16, pp. 4191–4206, August 2015.
(Full paper)

Miller, B. A., Beard, M. S., Laubichler, M. D. and Bliss, N. T., Temporal and multi-source fusion for detection of innovation in collaboration networks, International Conference on Information Fusion, Washington, DC, July 2015.
(Full Paper)

Miller, B. A., Arcolano, N., Wolf, M. M., Bliss, N. T., Spectral anomaly detection in very large graphs: Models, noise, and computational complexity, Dagstuhl Seminar 14461: High-performance Graph Algorithms and Applications in Computational Science, Wadern, Germany, November 2014.
(Abstract)

Wolf, M. M., Miller, B. A., Sparse matrix partitioning for parallel eigenanalysis of large static and dynamic graphs, IEEE High Performance Extreme Computing Conference, Waltham, MA, September 2014.
(Full Paper)

Wolf, M. M., Miller, B. A. Detecting anomalies in very large graphs, SIAM Workshop on Combinatorial Scientific Computing, Lyon, France, July 2014.
(Abstract)

Wolf, M., Miller, B., Effective parallel computation of eigenpairs to detect anomalies in very large graphs, SIAM Conference on Parallel Processing for Scientific Computing, Portland, OR, February 2014.
(Abstract)

Kepner, J., Anderson, C., Arcand, W., Bestor, D., Bergeron, W., Byun, C., Hubbell, M., Michaleas, P., Mullen, J., O'Gwynn, D., Prout, A., Reuther, A., Rosa, A., Yee, C., D4M 2.0 Schema: A General Purpose High Performance Schema for the Accumulo Database, HPEC 2013 Conference, Waltham, MA, September 2013.
(Full Paper)

Idika, N., Phan, H., Varia, M., Achieving Linguistic Provenance via Plagiarism Detection, International Conference on Document Analysis and Recognition 2013, Washington DC, 25-28 August 2013.
(Full Paper)

Idika, N., Varia, M., Phan, H., The Probabilistic Provenance Graph, IEEE Security and Privacy Workshop on Data Usage Management 2013, San Francisco, CA, 23 May 2013.
(Full Paper)

Yu, T., Lincoln Cyber Situational Awareness Pilot, ARTS 2013 Advanced Research and Technology Symposium, Lexington, MA, February 2013.
(Poster)

Rutledge, E. M., Miller, B. A., Beard, M. S., Benchmarking Parallel Eigen Decomposition for Residuals Analysis of Very Large Graphs, Proceedings of the IEEE High Performance Extreme Computing Conference, Waltham, MA, September 2012.
(Full Paper)

Byun, C., Arcand, W., Bestor, D., Bergeron, W., Hubbell, M., Kepner, J., McCabe, A., Michaleas, P., Mullen, J., O'Gwynn, D., Prout, A., Reuther, A., Rosa, A. R., Yee, C., Driving Big Data With Big Compute, HPEC 2012 Conference, Waltham, MA, Sept 2012.
(Full Paper)

Miller, B. A., Arcolano, N., Beard, M. S., Kepner, J., Schmidt, M. C., Bliss, N. T., Wolfe, P. J., A Scalable Signal Processing Architecture for Massive Graph Analysis, IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, March 2012.
(Full Paper)

 

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