Dylan Hutchison

Publication Activity (10 Years)

Years Active: 2015-2018
Publications (10 Years): 24

Top Topics

Relational Algebra

Data Management

Top Venues

Proc. VLDB Endow.

Publications

Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Alexandre V. Evfimievski, Prithviraj Sen
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. CoRR (2018)
Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. 11 (12) (2018)
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
The Myria Big Data Management and Analytics System and Cloud Services. CIDR (2017)
Lauren Milechin, Alexander Chen, Vijay Gadepally, Dylan Hutchison, Siddharth Samsi, Jeremy Kepner
D4M 3.0. CoRR (2017)
Lauren Milechin, Vijay Gadepally, Siddharth Samsi, Jeremy Kepner, Alexander Chen, Dylan Hutchison
D4M 3.0: Extended Database and Language Capabilities. CoRR (2017)
Lauren Milechin, Vijay Gadepally, Siddharth Samsi, Jeremy Kepner, Alexander Chen, Dylan Hutchison
D4M 3.0: Extended database and language capabilities. HPEC (2017)
Hayden Jananthan, Ziqi Zhou, Vijay Gadepally, Dylan Hutchison, Suna Kim, Jeremy Kepner
Polystore Mathematics of Relational Algebra. CoRR (2017)
Dylan Hutchison
Distributed Triangle Counting in the Graphulo Matrix Math Library. CoRR (2017)
Hayden Jananthan, Ziqi Zhou, Vijay Gadepally, Dylan Hutchison, Suna Kim, Jeremy Kepner
Polystore mathematics of relational algebra. IEEE BigData (2017)
Dylan Hutchison, Bill Howe, Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. CoRR (2017)
Dylan Hutchison, Bill Howe, Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. BeyondMR@SIGMOD (2017)
Dylan Hutchison
Distributed triangle counting in the Graphulo matrix math library. HPEC (2017)
Timothy Weale, Vijay Gadepally, Dylan Hutchison, Jeremy Kepner
Benchmarking the graphulo processing framework. HPEC (2016)
Alexander Chen, Alan Edelman, Jeremy Kepner, Vijay Gadepally, Dylan Hutchison
Julia implementation of the Dynamic Distributed Dimensional Data Model. HPEC (2016)
Dylan Hutchison, Bill Howe, Dan Suciu
Lara: A Key-Value Algebra underlying Arrays and Relations. CoRR (2016)
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe
From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database. HPEC (2016)
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe
From NoSQL Accumulo to NewSQL Graphulo: Design and Utility of Graph Algorithms inside a BigTable Database. CoRR (2016)
Jeremy Kepner, Vijay Gadepally, Dylan Hutchison, Hayden Jananthan, Timothy G. Mattson, Siddharth Samsi, Albert Reuther
Associative Array Model of SQL, NoSQL, and NewSQL Databases. CoRR (2016)
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
Mathematical foundations of the GraphBLAS. HPEC (2016)
Timothy Weale, Vijay Gadepally, Dylan Hutchison, Jeremy Kepner
Benchmarking the Graphulo Processing Framework. CoRR (2016)
Jeremy Kepner, Vijay Gadepally, Dylan Hutchison, Hayden Jananthan, Timothy G. Mattson, Siddharth Samsi, Albert Reuther
Associative array model of SQL, NoSQL, and NewSQL databases. HPEC (2016)
Dylan Hutchison
ModelWizard: Toward Interactive Model Construction. CoRR (2016)
Jeremy Kepner, Peter Aaltonen, David A. Bader, Aydin Buluç, Franz Franchetti, John R. Gilbert, Dylan Hutchison, Manoj Kumar, Andrew Lumsdaine, Henning Meyerhenke, Scott McMillan, José E. Moreira, John D. Owens, Carl Yang, Marcin Zalewski, Timothy G. Mattson
Mathematical Foundations of the GraphBLAS. CoRR (2016)
Alexander Chen, Alan Edelman, Jeremy Kepner, Vijay Gadepally, Dylan Hutchison
Julia Implementation of the Dynamic Distributed Dimensional Data Model. CoRR (2016)
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Adam Fuchs
Graphulo implementation of server-side sparse matrix multiply in the Accumulo database. HPEC (2015)
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Adam Fuchs
Graphulo Implementation of Server-Side Sparse Matrix Multiply in the Accumulo Database. CoRR (2015)
Vijay Gadepally, Jake Bolewski, Dan Hook, Dylan Hutchison, Benjamin A. Miller, Jeremy Kepner
Graphulo: Linear Algebra Graph Kernels for NoSQL Databases. CoRR (2015)
Vijay Gadepally, Jake Bolewski, Dan Hook, Dylan Hutchison, Benjamin A. Miller, Jeremy Kepner
Graphulo: Linear Algebra Graph Kernels for NoSQL Databases. IPDPS Workshops (2015)