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John Gilbert
John
Gilbert
Faculty Scientist, UC Santa Barbara
Phone: +1 510 495 2851
Journal Articles
Adam Lugowski, Shoaib Kamil, Aydın Buluç, Samuel Williams, Erika Duriakova, Leonid Oliker, Armando Fox, John R. Gilbert,, "Parallel processing of filtered queries in attributed semantic graphs", Journal of Parallel and Distributed Computing (JPDC), September 2014, doi: 10.1016/j.jpdc.2014.08.010
A. Buluç, J. Gilbert, "Parallel sparse matrix-matrix multiplication and indexing: Implementation and experiments", SIAM Journal on Scientific Computing (SISC), 2012,
- Download File: spgemmsisc12.pdf (pdf: 1.2 MB)
A. Buluç, J. Gilbert, "The Combinatorial BLAS: Design, implementation, and applications", International Journal of High-Perormance Computing Applications (IJHPCA), 2011,
- Download File: combblas-r2.pdf (pdf: 288 KB)
A. Buluç, J. R. Gilbert, C. Budak, "Solving path problems on the GPU", Parallel Computing, 36(5-6):241 - 253., 2010, doi: http://dx.doi.org/10.1016/j.parco.2009.12.002
- Download File: parcoapsp.pdf (pdf: 160 KB)
S. Chatterjee, J. Gilbert, L. Oliker, R. Schreiber, and T. Sheffler, "Algorithms for Automatic Alignment of Arrays", Journal of Parallel and Distributed Computing (JPDC), July 1996,
- Download File: jpdc96.ps.gz (gz: 89 KB)
Conference Papers
Veronika Strnadova-Neeley, Aydin Buluc, John R. Gilbert, Leonid Oliker, Weimin Ouyang, "LiRa: A New Likelihood-Based Similarity Score for Collaborative Filtering", August 30, 2016,
Ariful Azad, Aydin Buluc, John Gilbert, "Parallel Triangle Counting and Enumeration using Matrix Algebra", Workshop on Graph Algorithms Building Blocks (GABB), in conjunction with IPDPS, IEEE, May 2015,
- Download File: triangles-gabb.pdf (pdf: 384 KB)
Veronika Strnadova, Aydın Buluç, Joseph Gonzalez, Stefanie Jegelka, Jarrod Chapman, John Gilbert, Daniel Rokhsar, Leonid Oliker, "Efficient and accurate clustering for large-scale genetic mapping", IEEE International Conference on Bioinformatics and Biomedicine (BIBM'14), November 1, 2014,
- Download File: bibm14.pdf (pdf: 764 KB)
Aydın Buluç, Erika Duriakova, Armando Fox, John Gilbert, Shoaib Kamil, Adam Lugowski, Leonid Oliker, Samuel Williams, "High-Productivity and High-Performance Analysis of Filtered Semantic Graphs", International Parallel and Distributed Processing Symposium (IPDPS), 2013, doi: 10.1145/2370816.2370897
- Download File: ipdps13-kdtsejits.pdf (pdf: 398 KB)
A. Lugowski, D. Alber, A. Buluç, J. Gilbert, S. Reinhardt, Y. Teng, A. Waranis, "A flexible open-source toolbox for scalable complex graph analysis", SIAM Conference on Data Mining (SDM), 2012,
- Download File: kdt-final.pdf (pdf: 753 KB)
A. Lugowski, A. Buluç, J. Gilbert, S. Reinhardt, "Scalable complex graph analysis with the knowledge discovery toolbox", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012,
A. Buluç, J. T. Fineman, M. Frigo, J. R. Gilbert, C. E. Leiserson, "Parallel sparse matrix-vector and matrix-transpose-vector multiplication using compressed sparse blocks", SPAA '09 Proceedings of the twenty-first annual symposium on Parallelism in algorithms and architectures, 2009, doi: http://dx.doi.org/10.1145/1583991.1584053
- Download File: csb2009.pdf (pdf: 347 KB)
A, Buluç, J. Gilbert, "Challenges and Advances in Parallel Sparse Matrix-Matrix Multiplication", Proceedings of the 37th International Conference on Parallel Processing (ICPP), 2008, doi: 10.1109/ICPP.2008.45
- Download File: spgemmicpp08.pdf (pdf: 206 KB)
A. Buluç, J.R. Gilbert, "On the Representation and Multiplication of Hypersparse Matrices", IEEE International Symposium on Parallel and Distributed Processing (IPDPS), 2008, doi: http://doi.ieeecomputersociety.org/10.1109/IPDPS.2008.4536313
- Download File: hypersparse-ipdps08.pdf (pdf: 194 KB)
