diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index 7ed1aaed53b..91f67fd0420 100644
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -154,7 +154,7 @@ include(cmake/thirdparty/get_gtest.cmake)
 # preprocess jitify-able kernels
 include(cmake/Modules/JitifyPreprocessKernels.cmake)
 # find cuFile
-include(cmake/Modules/FindcuFile.cmake)
+include(cmake/thirdparty/get_cufile.cmake)
 # find KvikIO
 include(cmake/thirdparty/get_kvikio.cmake)
 
@@ -162,15 +162,20 @@ include(cmake/thirdparty/get_kvikio.cmake)
 if(NOT BUILD_SHARED_LIBS)
   include("${rapids-cmake-dir}/export/find_package_file.cmake")
   list(APPEND METADATA_KINDS BUILD INSTALL)
+  list(APPEND dependencies cuco KvikIO ZLIB nvcomp)
+  if(TARGET cufile::cuFile_interface)
+    list(APPEND dependencies cuFile)
+  endif()
+
   foreach(METADATA_KIND IN LISTS METADATA_KINDS)
-    rapids_export_find_package_file(
-      ${METADATA_KIND} "${CUDF_SOURCE_DIR}/cmake/Modules/FindcuFile.cmake" cudf-exports
-    )
-    rapids_export_package(${METADATA_KIND} cuco cudf-exports)
-    rapids_export_package(${METADATA_KIND} ZLIB cudf-exports)
-    rapids_export_package(${METADATA_KIND} cuFile cudf-exports)
-    rapids_export_package(${METADATA_KIND} nvcomp cudf-exports)
+    foreach(dep IN LISTS dependencies)
+      rapids_export_package(${METADATA_KIND} ${dep} cudf-exports)
+    endforeach()
   endforeach()
+
+  if(TARGET conda_env)
+    install(TARGETS conda_env EXPORT cudf-exports)
+  endif()
 endif()
 
 # ##################################################################################################
@@ -589,6 +594,7 @@ target_link_libraries(
   cudf
   PUBLIC ${ARROW_LIBRARIES} libcudacxx::libcudacxx cudf::Thrust rmm::rmm
   PRIVATE cuco::cuco ZLIB::ZLIB nvcomp::nvcomp kvikio::kvikio
+          $<TARGET_NAME_IF_EXISTS:cuFile_interface>
 )
 
 # Add Conda library, and include paths if specified
@@ -596,11 +602,6 @@ if(TARGET conda_env)
   target_link_libraries(cudf PRIVATE conda_env)
 endif()
 
-# Add cuFile interface if available
-if(TARGET cuFile::cuFile_interface)
-  target_link_libraries(cudf PRIVATE cuFile::cuFile_interface)
-endif()
-
 if(CUDA_STATIC_RUNTIME)
   # Tell CMake what CUDA language runtime to use
   set_target_properties(cudf PROPERTIES CUDA_RUNTIME_LIBRARY Static)
diff --git a/cpp/cmake/Modules/FindcuFile.cmake b/cpp/cmake/Modules/FindcuFile.cmake
index e539a6604a8..3661d7d68d6 100644
--- a/cpp/cmake/Modules/FindcuFile.cmake
+++ b/cpp/cmake/Modules/FindcuFile.cmake
@@ -1,5 +1,5 @@
 # =============================================================================
-# Copyright (c) 2020, NVIDIA CORPORATION.
+# Copyright (c) 2020-2022, NVIDIA CORPORATION.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
 # in compliance with the License. You may obtain a copy of the License at
@@ -20,9 +20,9 @@ Find cuFile headers and libraries.
 Imported Targets
 ^^^^^^^^^^^^^^^^
 
-``cuFile::cuFile``
+``cufile::cuFile``
   The cuFile library, if found.
-``cuFile::cuFileRDMA``
+``cufile::cuFileRDMA``
   The cuFile RDMA library, if found.
 
 Result Variables
@@ -80,29 +80,29 @@ find_package_handle_standard_args(
   VERSION_VAR cuFile_VERSION
 )
 
-if(cuFile_INCLUDE_DIR AND NOT TARGET cuFile::cuFile_interface)
-  add_library(cuFile::cuFile_interface IMPORTED INTERFACE)
+if(cuFile_INCLUDE_DIR AND NOT TARGET cufile::cuFile_interface)
+  add_library(cufile::cuFile_interface INTERFACE IMPORTED GLOBAL)
   target_include_directories(
-    cuFile::cuFile_interface INTERFACE "$<BUILD_INTERFACE:${cuFile_INCLUDE_DIR}>"
+    cufile::cuFile_interface INTERFACE "$<BUILD_INTERFACE:${cuFile_INCLUDE_DIR}>"
   )
-  target_compile_options(cuFile::cuFile_interface INTERFACE "${cuFile_COMPILE_OPTIONS}")
-  target_compile_definitions(cuFile::cuFile_interface INTERFACE CUFILE_FOUND)
+  target_compile_options(cufile::cuFile_interface INTERFACE "${cuFile_COMPILE_OPTIONS}")
+  target_compile_definitions(cufile::cuFile_interface INTERFACE CUFILE_FOUND)
 endif()
 
-if(cuFile_FOUND AND NOT TARGET cuFile::cuFile)
-  add_library(cuFile::cuFile UNKNOWN IMPORTED)
+if(cuFile_FOUND AND NOT TARGET cufile::cuFile)
+  add_library(cufile::cuFile UNKNOWN IMPORTED GLOBAL)
   set_target_properties(
-    cuFile::cuFile
+    cufile::cuFile
     PROPERTIES IMPORTED_LOCATION "${cuFile_LIBRARY}"
                INTERFACE_COMPILE_OPTIONS "${cuFile_COMPILE_OPTIONS}"
                INTERFACE_INCLUDE_DIRECTORIES "${cuFile_INCLUDE_DIR}"
   )
 endif()
 
-if(cuFile_FOUND AND NOT TARGET cuFile::cuFileRDMA)
-  add_library(cuFile::cuFileRDMA UNKNOWN IMPORTED)
+if(cuFile_FOUND AND NOT TARGET cufile::cuFileRDMA)
+  add_library(cufile::cuFileRDMA UNKNOWN IMPORTED GLOBAL)
   set_target_properties(
-    cuFile::cuFileRDMA
+    cufile::cuFileRDMA
     PROPERTIES IMPORTED_LOCATION "${cuFileRDMA_LIBRARY}"
                INTERFACE_COMPILE_OPTIONS "${cuFile_COMPILE_OPTIONS}"
                INTERFACE_INCLUDE_DIRECTORIES "${cuFile_INCLUDE_DIR}"
diff --git a/cpp/cmake/thirdparty/get_cufile.cmake b/cpp/cmake/thirdparty/get_cufile.cmake
new file mode 100644
index 00000000000..21088f4ec0f
--- /dev/null
+++ b/cpp/cmake/thirdparty/get_cufile.cmake
@@ -0,0 +1,32 @@
+# =============================================================================
+# Copyright (c) 2022, NVIDIA CORPORATION.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
+# in compliance with the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software distributed under the License
+# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
+# or implied. See the License for the specific language governing permissions and limitations under
+# the License.
+# =============================================================================
+
+# This function finds nvcomp and sets any additional necessary environment variables.
+function(find_and_configure_cufile)
+
+  list(APPEND CMAKE_MODULE_PATH ${CUDF_SOURCE_DIR}/cmake/Modules)
+  rapids_find_package(cuFile QUIET)
+
+  if(cuFile_FOUND AND NOT BUILD_SHARED_LIBS)
+    include("${rapids-cmake-dir}/export/find_package_file.cmake")
+    rapids_export_find_package_file(
+      BUILD "${CUDF_SOURCE_DIR}/cmake/Modules/FindcuFile.cmake" cudf-exports
+    )
+    rapids_export_find_package_file(
+      INSTALL "${CUDF_SOURCE_DIR}/cmake/Modules/FindcuFile.cmake" cudf-exports
+    )
+  endif()
+endfunction()
+
+find_and_configure_cufile()
diff --git a/cpp/cmake/thirdparty/get_kvikio.cmake b/cpp/cmake/thirdparty/get_kvikio.cmake
index 800ab2d5c6f..e94e024d6c9 100644
--- a/cpp/cmake/thirdparty/get_kvikio.cmake
+++ b/cpp/cmake/thirdparty/get_kvikio.cmake
@@ -25,6 +25,11 @@ function(find_and_configure_kvikio VERSION)
     OPTIONS "KvikIO_BUILD_EXAMPLES OFF"
   )
 
+  if(KvikIO_BINARY_DIR)
+    include("${rapids-cmake-dir}/export/find_package_root.cmake")
+    rapids_export_find_package_root(BUILD KvikIO "${KvikIO_BINARY_DIR}" cudf-exports)
+  endif()
+
 endfunction()
 
 set(KVIKIO_MIN_VERSION_cudf "${CUDF_VERSION_MAJOR}.${CUDF_VERSION_MINOR}")
diff --git a/cpp/cmake/thirdparty/get_nvcomp.cmake b/cpp/cmake/thirdparty/get_nvcomp.cmake
index 0356725548b..d0007f93628 100644
--- a/cpp/cmake/thirdparty/get_nvcomp.cmake
+++ b/cpp/cmake/thirdparty/get_nvcomp.cmake
@@ -25,6 +25,11 @@ function(find_and_configure_nvcomp VERSION_MIN VERSION_MAX)
     OPTIONS "BUILD_STATIC ON" "BUILD_TESTS OFF" "BUILD_BENCHMARKS OFF" "BUILD_EXAMPLES OFF"
   )
 
+  if(nvcomp_BINARY_DIR)
+    include("${rapids-cmake-dir}/export/find_package_root.cmake")
+    rapids_export_find_package_root(BUILD nvcomp "${nvcomp_BINARY_DIR}" cudf-exports)
+  endif()
+
   if(NOT TARGET nvcomp::nvcomp)
     add_library(nvcomp::nvcomp ALIAS nvcomp)
   endif()