Edgar Vadimovich Solomonik

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Research Output

2020

Fast Bilinear Algorithms for Symmetric Tensor Contractions

Solomonik, E. & Demmel, J., Jan 1 2020, (Accepted/In press) In : Computational Methods in Applied Mathematics.

Research output: Contribution to journalArticle

2019

Communication-avoiding CholeskyQR2 for rectangular matrices

Hutter, E. & Solomonik, E., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 89-100 12 p. 8820981. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ExTensor: An accelerator for sparse tensor algebra

Hegde, K., Asghari-Moghaddam, H., Pellauer, M., Crago, N., Jaleel, A., Solomonik, E., Emer, J. & Fletcher, C. W., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 319-333 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Histogram sort with sampling

Harsh, V., Kale, L. V. & Solomonik, E. V., Jun 17 2019, SPAA 2019 - Proceedings of the 31st ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 201-212 12 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2017

A communication-avoiding parallel algorithm for the symmetric eigenvalue problem

Solomonik, E., Ballard, G., Demmel, J. & Hoefler, T., Jul 24 2017, SPAA 2017 - Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 111-121 11 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures; vol. Part F129316).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication-Avoiding Parallel Algorithms for Solving Triangular Systems of Linear Equations

Wicky, T., Solomonik, E. & Hoefler, T., Jun 30 2017, Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 678-687 10 p. 7967158. (Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scaling betweenness centrality using communication-efficient sparse matrix multiplication

Solomonik, E., Besta, M., Vella, F. & Hoefler, T., Nov 12 2017, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017. Association for Computing Machinery, Inc, 47. (Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SlimSell: A Vectorizable Graph Representation for Breadth-First Search

Besta, M., Marending, F., Solomonik, E. & Hoefler, T., Jun 30 2017, Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 32-41 10 p. 7967093. (Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

To push or to pull: On reducing communication and synchronization in graph computations

Besta, M., Podstawski, M., Groner, L., Solomonik, E. & Hoefler, T., Jun 26 2017, HPDC 2017 - Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing. Association for Computing Machinery, Inc, p. 93-104 12 p. (HPDC 2017 - Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Trade-offs between synchronization, communication, and computation in parallel linear algebra computations

Solomonik, E., Carson, E., Knight, N. & Demmel, J., Jan 1 2016, In : ACM Transactions on Parallel Computing. 3, 1, 3.

Research output: Contribution to journalArticle

2014

A massively parallel tensor contraction framework for coupled-cluster computations

Solomonik, E., Matthews, D., Hammond, J. R., Stanton, J. F. & Demmel, J., Dec 2014, In : Journal of Parallel and Distributed Computing. 74, 12, p. 3176-3190 15 p.

Research output: Contribution to journalArticle

Reconstructing householder vectors from tall-skinny QR

Ballard, G., Demmel, J., Grigori, L., Jacquelin, M., Nguyen, H. D. & Solomonik, E., Jan 1 2014, Proceedings - IEEE 28th International Parallel and Distributed Processing Symposium, IPDPS 2014. IEEE Computer Society, p. 1159-1170 12 p. 6877344. (Proceedings of the International Parallel and Distributed Processing Symposium, IPDPS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tradeoffs between synchronization, communication, and computation in parallel linear algebra computations

Solomonik, E., Carson, E., Knight, N. & Demmel, J., Jan 1 2014, SPAA 2014 - Proceedings of the 26th ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 307-318 12 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

A communication-optimal N-body algorithm for direct interactions

Driscoll, M., Georganas, E., Koanantakool, P., Solomonik, E. V. & Yelick, K., Oct 7 2013, p. 1075-1084. 10 p.

Research output: Contribution to conferencePaper

Cyclops tensor framework: Reducing communication and eliminating load imbalance in massively parallel contractions

Solomonik, E., Matthews, D., Hammond, J. & Demmel, J., Oct 7 2013, p. 813-824. 12 p.

Research output: Contribution to conferencePaper

Matrix multiplication on multidimensional torus networks

Solomonik, E. & Demmel, J., Sep 5 2013, High Performance Computing for Computational Science, VECPAR 2012 - 10th International Conference, Revised Selected Papers. p. 201-215 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7851 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Minimizing communication in all-pairs shortest paths

Solomonik, E., Buluç, A. & Demmel, J., Oct 7 2013, p. 548-559. 12 p.

Research output: Contribution to conferencePaper

2012

Communication avoiding and overlapping for numerical linear algebra

Georganas, E., González-Domínguez, J., Solomonik, E., Zheng, Y., Touriño, J. & Yelick, K., Dec 1 2012, 2012 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2012. 6468500. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

Communication-optimal parallel 2.5D matrix multiplication and LU factorization algorithms

Solomonik, E. & Demmel, J., Sep 7 2011, Euro-Par 2011 Parallel Processing - 17th International Conference, Proceedings. PART 2 ed. p. 90-109 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6853 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improving communication performance in dense linear algebra via topology aware collectives

Solomonik, E., Bhatele, A. & Demmel, J., Dec 14 2011, Proceedings of 2011 SC - International Conference for High Performance Computing, Networking, Storage and Analysis. 77. (Proceedings of 2011 SC - International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Highly Scalable Parallel Sorting

Solomonik, E. V. & Kale, L. V., Jul 1 2010, Proceedings of the 2010 IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010. 5470406. (Proceedings of the 2010 IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parallel sorting pattern

Kale, L. V. & Solomonik, E. V., Dec 1 2010, ParaPLoP 2010 - 2nd Workshop on Parallel Programming Patterns, Proceedings. 10. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Understanding application performance via micro-benchmarks on three large supercomputers: Intrepid, Ranger and Jaguar

Bhatelé, A., Wesolowski, L., Bohm, E., Solomonik, E. & Kalé, L. V., Nov 1 2010, In : International Journal of High Performance Computing Applications. 24, 4, p. 411-427 17 p.

Research output: Contribution to journalArticle