diff --git a/var/spack/repos/builtin/packages/rodinia/package.py b/var/spack/repos/builtin/packages/rodinia/package.py
new file mode 100644
index 0000000000..49aeaee3a5
--- /dev/null
+++ b/var/spack/repos/builtin/packages/rodinia/package.py
@@ -0,0 +1,68 @@
+# Copyright 2013-2019 Lawrence Livermore National Security, LLC and other
+# Spack Project Developers. See the top-level COPYRIGHT file for details.
+#
+# SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+from spack import *
+
+
+class Rodinia(MakefilePackage, CudaPackage):
+    """Rodinia: Accelerating Compute-Intensive Applications with
+       Accelerators"""
+
+    homepage = "https://rodinia.cs.virginia.edu/doku.php"
+    url      = "http://www.cs.virginia.edu/~kw5na/lava/Rodinia/Packages/Current/rodinia_3.1.tar.bz2"
+
+    version('3.1', sha256='faebac7c11ed8f8fcf6bf2d7e85c3086fc2d11f72204d6dfc28dc5b2e8f2acfd')
+
+    depends_on('cuda')
+    depends_on('freeglut')
+    depends_on('glew')
+    depends_on('gl')
+    depends_on('glu')
+
+    conflicts('~cuda')
+
+    build_targets = ['CUDA']
+
+    def edit(self, spec, prefix):
+        # set cuda paths
+        filter_file('CUDA_DIR = /usr/local/cuda',
+                    'CUDA_DIR = {0}'.format(self.spec['cuda'].prefix),
+                    'common/make.config', string=True)
+
+        filter_file('SDK_DIR = /usr/local/cuda-5.5/samples/',
+                    'SDK_DIR = {0}/samples'.format(self.spec['cuda'].prefix),
+                    'common/make.config', string=True)
+
+        # set cuda arch flags in various makefiles
+        filter_file('compute_20',
+                    'compute_{0}'.format(spec.variants['cuda_arch'].value[0]),
+                    'cuda/cfd/Makefile', string=True)
+
+        makefiles = [
+            'cuda/lavaMD/makefile',
+            'cuda/particlefilter/Makefile',
+            'cuda/hybridsort/Makefile',
+            'cuda/dwt2d/Makefile',
+            'cuda/hotspot3D/Makefile',
+            'cuda/b+tree/Makefile',
+        ]
+
+        for makefile in makefiles:
+            filter_file('sm_[0-9]+',
+                        'sm_{0}'.format(spec.variants['cuda_arch'].value[0]),
+                        makefile)
+
+        # fix broken makefile rule
+        filter_file('%.o: %.[ch]', '%.o: %.c',
+                    'cuda/kmeans/Makefile', string=True)
+
+        # fix missing include for lseek(), read()
+        filter_file('#include <stdint.h>',
+                    '#include <stdint.h>\n#include <unistd.h>',
+                    'cuda/mummergpu/src/suffix-tree.cpp', string=True)
+
+    def install(self, spec, prefix):
+        mkdirp(prefix.bin)
+        install_tree('bin/linux/cuda', prefix.bin)