diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index a833f9d4f..36412bed1 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -5,22 +5,27 @@
 #   * .gitlab/ci/docker/centos7/cuda10.2/
 #     - cuda
 #     - gcc 4.8.5
-#   * .gitlab/ci/rhel8/cuda10.2/
+#   * .gitlab/ci/docker/centos8/base/
+#     - gcc 8.3.1
+#     - clang 8.0.1
+#     - openmp
+#     - asan, ubsan
+#   * .gitlab/ci/docker/rhel8/cuda10.2/
 #     - cuda
 #     - gcc 8.2.1
-#   * .gitlab/ci/ubuntu1604/base/
+#   * .gitlab/ci/docker/ubuntu1604/base/
 #     - gcc 4.8
 #     - clang 3.8
 #     - clang 5.0
 #     - tbb
 #     - openmpi
-#   * .gitlab/ci/ubuntu1604/cuda9.2/
+#   * .gitlab/ci/docker/ubuntu1604/cuda9.2/
 #     - cuda
 #     - gcc 5.4
 #     - tbb
 #     - openmp
 #     - openmpi
-#   * .gitlab/ci/ubuntu1804/base/
+#   * .gitlab/ci/docker/ubuntu1804/base/
 #     - gcc 6.5
 #     - gcc 7.4
 #     - gcc 9
@@ -28,7 +33,7 @@
 #     - tbb
 #     - openmp
 #     - mpich2
-#   * .gitlab/ci/ubuntu1804/cuda10.1/
+#   * .gitlab/ci/docker/ubuntu1804/cuda10.1/
 #     - cuda
 #     - gcc 7.4
 #     - tbb
@@ -44,6 +49,11 @@
   extends:
     - .docker_image
 
+.centos8: &centos8
+  image: "kitware/vtkm:ci-centos8-20200410"
+  extends:
+    - .docker_image
+
 .rhel8: &rhel8
   image: "kitware/vtkm:ci-rhel8_cuda10.2-20200410"
   extends:
@@ -146,8 +156,16 @@ stages:
     #due to system load are not reported
     - "ctest-latest -VV -S .gitlab/ci/ctest_test.cmake"
 
+.cmake_memcheck_linux: &cmake_memcheck_linux
+  stage: test
+  timeout:  2 hours
+  interruptible: true
+  script:
+    - "ctest-latest -VV -S .gitlab/ci/ctest_memcheck.cmake"
+
 include:
   - local: '/.gitlab/ci/centos7.yml'
+  - local: '/.gitlab/ci/centos8.yml'
   - local: '/.gitlab/ci/rhel8.yml'
   - local: '/.gitlab/ci/ubuntu1604.yml'
   - local: '/.gitlab/ci/ubuntu1804.yml'
diff --git a/.gitlab/ci/centos8.yml b/.gitlab/ci/centos8.yml
new file mode 100644
index 000000000..7319217cf
--- /dev/null
+++ b/.gitlab/ci/centos8.yml
@@ -0,0 +1,36 @@
+
+# Build on centos8 with serial and test on centos8
+# Uses gcc 8.2.1
+build:centos8_sanitizer:
+  tags:
+    - build
+    - vtkm
+    - docker
+    - linux
+  extends:
+    - .centos8
+    - .cmake_build_linux
+    - .only-default
+  variables:
+    CMAKE_BUILD_TYPE: RelWithDebInfo
+    CMAKE_GENERATOR: "Unix Makefiles"
+    VTKM_SETTINGS: "serial+shared+openmp+asan+leak"
+
+test:centos8_sanitizer:
+  tags:
+    - test
+    - vtkm
+    - docker
+    - linux
+    - privileged
+  extends:
+    - .centos8
+    - .cmake_memcheck_linux
+    - .only-default
+  variables:
+    OMP_NUM_THREADS: 4
+    CTEST_MEMORYCHECK_TYPE: LeakSanitizer
+  dependencies:
+    - build:centos8_sanitizer
+  needs:
+    - build:centos8_sanitizer
diff --git a/.gitlab/ci/config/gitlab_ci_setup.cmake b/.gitlab/ci/config/gitlab_ci_setup.cmake
index 969147a3e..bc0638d91 100644
--- a/.gitlab/ci/config/gitlab_ci_setup.cmake
+++ b/.gitlab/ci/config/gitlab_ci_setup.cmake
@@ -63,6 +63,16 @@ if (CTEST_CMAKE_GENERATOR STREQUAL "Unix Makefiles")
   set(CTEST_BUILD_FLAGS "-j${nproc}")
 endif ()
 
+if(DEFINED ENV{CTEST_MEMORYCHECK_TYPE})
+  set(env_value "$ENV{CTEST_MEMORYCHECK_TYPE}")
+  list(APPEND optional_variables "set(CTEST_MEMORYCHECK_TYPE ${env_value})")
+endif()
+
+if(DEFINED ENV{CTEST_MEMORYCHECK_SANITIZER_OPTIONS})
+  set(env_value "$ENV{CTEST_MEMORYCHECK_SANITIZER_OPTIONS}")
+  list(APPEND optional_variables "set(CTEST_MEMORYCHECK_SANITIZER_OPTIONS ${env_value})")
+endif()
+
 #We need to do write this information out to a file in the build directory
 set(state
 "
@@ -77,6 +87,8 @@ set(state
   set(CTEST_BUILD_FLAGS \"${CTEST_BUILD_FLAGS}\")
 
   set(CTEST_TRACK ${CTEST_TRACK})
+
+  ${optional_variables}
 "
 )
 file(WRITE ${CTEST_BINARY_DIRECTORY}/CIState.cmake "${state}")
diff --git a/.gitlab/ci/config/initial_config.cmake b/.gitlab/ci/config/initial_config.cmake
index ecb6cfa90..ef5d6f657 100644
--- a/.gitlab/ci/config/initial_config.cmake
+++ b/.gitlab/ci/config/initial_config.cmake
@@ -26,6 +26,14 @@ foreach(option IN LISTS options)
   elseif(64bit_floats STREQUAL option)
     set(VTKm_USE_DOUBLE_PRECISION "ON" CACHE STRING "")
 
+  elseif(asan STREQUAL option)
+    set(VTKm_ENABLE_SANITIZER "ON" CACHE STRING "")
+    list(APPEND sanitizers "address")
+
+  elseif(leak STREQUAL option)
+    set(VTKm_ENABLE_SANITIZER "ON" CACHE STRING "")
+    list(APPEND sanitizers "leak")
+
   elseif(examples STREQUAL option)
     set(VTKm_ENABLE_EXAMPLES "ON" CACHE STRING "")
 
@@ -75,3 +83,8 @@ if(SCCACHE_COMMAND)
     set(CMAKE_CUDA_COMPILER_LAUNCHER "${SCCACHE_COMMAND}" CACHE STRING "")
   endif()
 endif()
+
+# Setup all the sanitizers as a list
+if(sanitizers)
+  set(VTKm_USE_SANITIZER "${sanitizers}"  CACHE STRING "" FORCE)
+endif()
diff --git a/.gitlab/ci/ctest_memcheck.cmake b/.gitlab/ci/ctest_memcheck.cmake
new file mode 100644
index 000000000..529a57817
--- /dev/null
+++ b/.gitlab/ci/ctest_memcheck.cmake
@@ -0,0 +1,60 @@
+##=============================================================================
+##
+##  Copyright (c) Kitware, Inc.
+##  All rights reserved.
+##  See LICENSE.txt for details.
+##
+##  This software is distributed WITHOUT ANY WARRANTY; without even
+##  the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
+##  PURPOSE.  See the above copyright notice for more information.
+##
+##=============================================================================
+
+# Read the files from the build directory that contain
+# host information ( name, parallel level, etc )
+include("$ENV{CI_PROJECT_DIR}/build/CIState.cmake")
+ctest_read_custom_files("${CTEST_BINARY_DIRECTORY}")
+
+# Pick up from where the configure left off.
+ctest_start(APPEND)
+
+if(NOT CTEST_MEMORYCHECK_TYPE)
+  set(CTEST_MEMORYCHECK_TYPE "$ENV{CTEST_MEMORYCHECK_TYPE}")
+endif()
+
+if(NOT CTEST_MEMORYCHECK_SANITIZER_OPTIONS)
+  set(CTEST_MEMORYCHECK_SANITIZER_OPTIONS "$ENV{CTEST_MEMORYCHECK_SANITIZER_OPTIONS}")
+endif()
+
+if(NOT CTEST_MEMORYCHECK_SUPPRESSIONS_FILE)
+  if(CTEST_MEMORYCHECK_TYPE STREQUAL "LeakSanitizer")
+    set(CTEST_MEMORYCHECK_SUPPRESSIONS_FILE "${CTEST_SOURCE_DIRECTORY}/CMake/testing/lsan.supp")
+  endif()
+endif()
+
+set(test_exclusions
+  # placeholder for tests to exclude
+)
+
+string(REPLACE ";" "|" test_exclusions "${test_exclusions}")
+if (test_exclusions)
+  set(test_exclusions "(${test_exclusions})")
+endif ()
+
+# reduced parallel level so we don't exhaust system resources
+ctest_memcheck(
+  PARALLEL_LEVEL "4"
+  RETURN_VALUE test_result
+  EXCLUDE "${test_exclusions}"
+  DEFECT_COUNT defects)
+
+ctest_submit(PARTS Memcheck)
+
+if (defects)
+  message(FATAL_ERROR "Found ${defects} memcheck defects")
+endif ()
+
+
+if (test_result)
+  message(FATAL_ERROR "Failed to test")
+endif ()
diff --git a/.gitlab/ci/docker/centos8/base/Dockerfile b/.gitlab/ci/docker/centos8/base/Dockerfile
new file mode 100644
index 000000000..2f75d8324
--- /dev/null
+++ b/.gitlab/ci/docker/centos8/base/Dockerfile
@@ -0,0 +1,18 @@
+FROM centos:8
+LABEL maintainer "Robert Maynard<robert.maynard@kitware.com>"
+
+RUN yum install make gcc gcc-c++ curl libasan libubsan libomp clang -y
+RUN curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.rpm.sh | bash
+RUN yum install git git-lfs -y
+
+# Provide CMake 3.17 so we can re-run tests easily
+# This will be used when we run just the tests
+RUN mkdir /opt/cmake-latest/ && \
+    curl -L https://github.com/Kitware/CMake/releases/download/v3.17.0/cmake-3.17.0-Linux-x86_64.sh > cmake-3.17.0-Linux-x86_64.sh && \
+    sh cmake-3.17.0-Linux-x86_64.sh --prefix=/opt/cmake-latest/ --exclude-subdir --skip-license && \
+    ln -s /opt/cmake-latest/bin/ctest /opt/cmake-latest/bin/ctest-latest
+
+# Provide a consistent CMake path across all images. Just use the lastest cmake
+RUN mkdir -p /opt/cmake/bin && ln -s /opt/cmake-latest/bin/cmake /opt/cmake/bin/cmake
+
+ENV PATH "/opt/cmake/bin:/opt/cmake-latest/bin:${PATH}"
diff --git a/.gitlab/ci/docker/update_all.sh b/.gitlab/ci/docker/update_all.sh
index a8240f15a..81b672ccf 100755
--- a/.gitlab/ci/docker/update_all.sh
+++ b/.gitlab/ci/docker/update_all.sh
@@ -10,6 +10,10 @@ cd centos7/cuda10.2
 sudo docker build -t kitware/vtkm:ci-centos7_cuda10.2-$date .
 cd ../..
 
+cd centos8/base
+sudo docker build -t kitware/vtkm:ci-centos8-$date .
+cd ../..
+
 cd rhel8/cuda10.2
 sudo docker build -t kitware/vtkm:ci-rhel8_cuda10.2-$date .
 cd ../..
diff --git a/CMake/VTKmCompilerDynamicAnalysisFlags.cmake b/CMake/VTKmCompilerDynamicAnalysisFlags.cmake
deleted file mode 100644
index 3d3493cd9..000000000
--- a/CMake/VTKmCompilerDynamicAnalysisFlags.cmake
+++ /dev/null
@@ -1,32 +0,0 @@
-##============================================================================
-##  Copyright (c) Kitware, Inc.
-##  All rights reserved.
-##  See LICENSE.txt for details.
-##
-##  This software is distributed WITHOUT ANY WARRANTY; without even
-##  the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
-##  PURPOSE.  See the above copyright notice for more information.
-##============================================================================
-
-#-----------------------------------------------------------------------------
-# check if this is a sanitizer build. If so, set up the environment.
-
-function(vtkm_check_sanitizer_build)
-  string (FIND "${CTEST_MEMORYCHECK_TYPE}" "Sanitizer" SANITIZER_BUILD)
-  if (${SANITIZER_BUILD} GREATER -1)
-    # This is a sanitizer build.
-    # Configure the sanitizer blacklist file
-    set (SANITIZER_BLACKLIST "${VTKm_BINARY_DIR}/sanitizer_blacklist.txt")
-    configure_file (
-      "${VTKm_SOURCE_DIR}/Utilities/DynamicAnalysis/sanitizer_blacklist.txt.in"
-      ${SANITIZER_BLACKLIST}
-      @ONLY
-      )
-
-    # Add the compiler flags for blacklist
-    set (FSANITIZE_BLACKLIST "\"-fsanitize-blacklist=${SANITIZER_BLACKLIST}\"")
-    foreach (entity C CXX SHARED_LINKER EXE_LINKER MODULE_LINKER)
-      set (CMAKE_${entity}_FLAGS "${CMAKE_${entity}_FLAGS} ${FSANITIZE_BLACKLIST}")
-    endforeach ()
-  endif ()
-endfunction()
diff --git a/CMake/testing/VTKmCompilerDynamicAnalysisFlags.cmake b/CMake/testing/VTKmCompilerDynamicAnalysisFlags.cmake
new file mode 100644
index 000000000..17401bae8
--- /dev/null
+++ b/CMake/testing/VTKmCompilerDynamicAnalysisFlags.cmake
@@ -0,0 +1,53 @@
+##============================================================================
+##  Copyright (c) Kitware, Inc.
+##  All rights reserved.
+##  See LICENSE.txt for details.
+##
+##  This software is distributed WITHOUT ANY WARRANTY; without even
+##  the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
+##  PURPOSE.  See the above copyright notice for more information.
+##============================================================================
+
+#-----------------------------------------------------------------------------
+# check if this is a sanitizer build. If so, set up the environment.
+
+function(vtkm_check_sanitizer_build)
+
+  # each line is a separate entry
+  set(blacklist_file_content "
+src:${VTKm_SOURCE_DIR}/vtkm/thirdparty/
+")
+  set (sanitizer_blacklist "${VTKm_BINARY_DIR}/sanitizer_blacklist.txt")
+  file(WRITE "${sanitizer_blacklist}" "${blacklist_file_content}")
+
+  set(sanitizer_flags )
+  foreach(sanitizer IN LISTS VTKm_USE_SANITIZER)
+    string(APPEND sanitizer_flags "-fsanitize=${sanitizer} ")
+  endforeach()
+  # Add the compiler flags for blacklist
+  if(VTKM_COMPILER_IS_CLANG)
+    string(APPEND sanitizer_flags "\"-fsanitize-blacklist=${sanitizer_blacklist}\"")
+  endif()
+  foreach (entity C CXX SHARED_LINKER EXE_LINKER)
+    set (CMAKE_${entity}_FLAGS "${CMAKE_${entity}_FLAGS} ${sanitizer_flags}" PARENT_SCOPE)
+  endforeach ()
+
+endfunction()
+
+if(CMAKE_CXX_COMPILER_ID STREQUAL "Clang" OR
+   CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang")
+  set(CMAKE_COMPILER_IS_CLANGXX 1)
+endif()
+
+if(VTKM_COMPILER_IS_CLANG OR VTKM_COMPILER_IS_GNU)
+  vtkm_option(VTKm_ENABLE_SANITIZER "Build with sanitizer support." OFF)
+  mark_as_advanced(VTKm_ENABLE_SANITIZER)
+
+  set(VTKm_USE_SANITIZER "address" CACHE STRING "The sanitizer to use")
+  mark_as_advanced(VTKm_USE_SANITIZER)
+
+  if(VTKm_ENABLE_SANITIZER)
+    vtkm_check_sanitizer_build()
+  endif()
+
+endif()
diff --git a/Utilities/DynamicAnalysis/lsan.supp b/CMake/testing/lsan.supp
similarity index 100%
rename from Utilities/DynamicAnalysis/lsan.supp
rename to CMake/testing/lsan.supp
diff --git a/CMakeLists.txt b/CMakeLists.txt
index eabc38856..093c223a5 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -199,10 +199,9 @@ if (VTKm_ENABLE_TESTING)
   # faux variadic template code
   find_package(Pyexpander QUIET)
 
-  #-----------------------------------------------------------------------------
   # Setup compiler flags for dynamic analysis if needed
-  include(VTKmCompilerDynamicAnalysisFlags)
-  vtkm_check_sanitizer_build()
+  include(testing/VTKmCompilerDynamicAnalysisFlags)
+
 endif (VTKm_ENABLE_TESTING)
 
 #-----------------------------------------------------------------------------
diff --git a/Utilities/DynamicAnalysis/sanitizer_blacklist.txt.in b/Utilities/DynamicAnalysis/sanitizer_blacklist.txt.in
deleted file mode 100644
index 829901945..000000000
--- a/Utilities/DynamicAnalysis/sanitizer_blacklist.txt.in
+++ /dev/null
@@ -1,2 +0,0 @@
-# Blacklist third party libraries from invoking sanitizer errors
-src:@VTKm_SOURCE_DIR@/vtkm/thirdparty/*