Dylan Hutchison

According to our database, Dylan Hutchison authored at least 17 papers between 2015 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.

Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare

Proc. VLDB Endow., 2018

On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.

Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Alexandre V. Evfimievski, Prithviraj Sen

CoRR, 2018

2017

D4M 3.0.

Lauren Milechin, Alexander Chen, Vijay Gadepally, Dylan Hutchison, Siddharth Samsi, Jeremy Kepner

CoRR, 2017

LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation.

Dylan Hutchison, Bill Howe, Dan Suciu

Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2017

D4M 3.0: Extended database and language capabilities.

Lauren Milechin, Vijay Gadepally, Siddharth Samsi, Jeremy Kepner, Alexander Chen, Dylan Hutchison

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Distributed triangle counting in the Graphulo matrix math library.

Dylan Hutchison

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

The Myria Big Data Management and Analytics System and Cloud Services.

Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Polystore mathematics of relational algebra.

Hayden Jananthan, Ziqi Zhou, Vijay Gadepally, Dylan Hutchison, Suna Kim, Jeremy Kepner

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Lara: A Key-Value Algebra underlying Arrays and Relations.

Dylan Hutchison, Bill Howe, Dan Suciu

CoRR, 2016

ModelWizard: Toward Interactive Model Construction.

Dylan Hutchison

CoRR, 2016

Benchmarking the graphulo processing framework.

Timothy Weale, Vijay Gadepally, Dylan Hutchison, Jeremy Kepner

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Associative array model of SQL, NoSQL, and NewSQL databases.

Jeremy Kepner, Vijay Gadepally, Dylan Hutchison, Hayden Jananthan, Timothy G. Mattson, Siddharth Samsi, Albert Reuther

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Mathematical foundations of the GraphBLAS.

Jeremy Kepner, Peter Aaltonen, David A. Bader, Aydin Buluç, Franz Franchetti, John R. Gilbert, Dylan Hutchison, Manoj Kumar, Andrew Lumsdaine, Henning Meyerhenke, Scott McMillan, Carl Yang, John D. Owens, Marcin Zalewski, Timothy G. Mattson, José E. Moreira

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database.

Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Julia implementation of the Dynamic Distributed Dimensional Data Model.

Alexander Chen, Alan Edelman, Jeremy Kepner, Vijay Gadepally, Dylan Hutchison

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

Graphulo: Linear Algebra Graph Kernels for NoSQL Databases.

Vijay Gadepally, Jake Bolewski, Dan Hook, Dylan Hutchison, Benjamin A. Miller, Jeremy Kepner

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Graphulo implementation of server-side sparse matrix multiply in the Accumulo database.

Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Adam Fuchs

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015