Research

My research interest spans a broad spectrum of areas, including: Big Data Integration, Big Data Visualization, Data Analytics, Database Management, and Computer Science Education.

Recent Publications

• D. Beach, M. Salloum, "Streaming t-SNE" (in preparation).

• M. Salloum, L. Dong, D. Srivastava, V. Tsotras, "An Online Query Answering System for Overlapping Data Sources", In IEEE Proceedings of Very Large Databases (VLDB), 2014.

• R. Moussalli, M. Salloum, W. Najjar, V. Tstoras, "Parallelizing XML Path Filtering Using Accelerators", In ACM Transactions on Embedded Computing Systems, 2014.

• M. Salloum, V. Tsotras, L. Dong, D. Srivastava, "Optimal Ordering and Selection of Candidate XML Documents", In International Workshop on Ranking in Databases (DBRank), 2011.

• R. Moussalli, R. Halstead, M. Salloum, W. Najjar and V. Tsotras, "Efficient XML Path Filtering Using GPUs", In International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures (ADMS), 2011.

• R. Moussalli, M. Salloum, W. Najjar, V. Tsotras, "Massively Parallel XML Twig Filtering Using Dynamic Programming on FPGAs", In IEEE International Conference on Data Engineering (ICDE), 2011.

• R. Moussalli, M. Salloum, W. Najjar, and V. Tsotras, "Accelerating XML query matching through custom stack generation on FPGAs", In International Conference on High Performance and Embedded Architecture and Compilation (HiPEAC), 2010.

• M. Salloum and V. Tsotras, "Efficient and Scalable Sequence-Based XML Filtering", In International Workshop on the Web and Databases (WebDB), 2009.