diff --git a/cpp/CMake/BuildGflags.cmake b/cpp/CMake/BuildGflags.cmake
new file mode 100644
index 000000000000..f383fbbced77
--- /dev/null
+++ b/cpp/CMake/BuildGflags.cmake
@@ -0,0 +1,41 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+include_guard(GLOBAL)
+
+set(GLUTEN_GFLAGS_BUILD_SHA256_CHECKSUM
+  34af2f15cf7367513b352bdcd2493ab14ce43692d2dcd9dfc499492966c64dcf)
+string(CONCAT GLUTEN_GFLAGS_SOURCE_URL
+  "https://github.com/gflags/gflags/archive/refs/tags/"
+  "v${GLUTEN_GFLAGS_VERSION}.tar.gz")
+
+message(STATUS "Building gflags from source")
+FetchContent_Declare(
+  gflags
+  URL ${GLUTEN_GFLAGS_SOURCE_URL}
+  URL_HASH SHA256=${GLUTEN_GFLAGS_BUILD_SHA256_CHECKSUM})
+
+set(GFLAGS_BUILD_STATIC_LIBS ON)
+set(GFLAGS_BUILD_SHARED_LIBS ON)
+set(GFLAGS_BUILD_gflags_LIB ON)
+# glog relies on the old `google` namespace
+set(GFLAGS_NAMESPACE "google;gflags")
+
+FetchContent_MakeAvailable(gflags)
+
+# the flag has to be added to each target we build so adjust to settings choosen
+# above
+target_compile_options(gflags_static PRIVATE -Wno-cast-function-type)
diff --git a/cpp/CMake/BuildGlog.cmake b/cpp/CMake/BuildGlog.cmake
new file mode 100644
index 000000000000..35742fb6e627
--- /dev/null
+++ b/cpp/CMake/BuildGlog.cmake
@@ -0,0 +1,51 @@
+# Copyright (c) Facebook, Inc. and its affiliates.
+#
+# 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.
+include_guard(GLOBAL)
+
+set(GLUTEN_GLOG_BUILD_SHA256_CHECKSUM
+  8a83bf982f37bb70825df71a9709fa90ea9f4447fb3c099e1d720a439d88bad6)
+set(GLUTEN_GLOG_SOURCE_URL
+  "https://github.com/google/glog/archive/refs/tags/v${GLUTEN_GLOG_VERSION}.tar.gz"
+  )
+
+message(STATUS "Building glog from source")
+FetchContent_Declare(
+  glog
+  URL ${GLUTEN_GLOG_SOURCE_URL}
+  URL_HASH SHA256=${GLUTEN_GLOG_BUILD_SHA256_CHECKSUM}
+  PATCH_COMMAND git apply ${CMAKE_CURRENT_LIST_DIR}/glog/glog-no-export.patch
+  && git apply ${CMAKE_CURRENT_LIST_DIR}/glog/glog-config.patch)
+
+set(BUILD_SHARED_LIBS OFF)
+set(WITH_UNWIND OFF)
+set(BUILD_TESTING OFF)
+FetchContent_MakeAvailable(glog)
+unset(BUILD_TESTING)
+unset(BUILD_SHARED_LIBS)
+
+list(PREPEND CMAKE_MODULE_PATH ${CMAKE_CURRENT_LIST_DIR}/glog)
+set(GLOG_INCLUDE_DIR ${glog_BINARY_DIR})
+string(TOUPPER "${CMAKE_BUILD_TYPE}" UPPERCASE_BUILD_TYPE)
+if(UPPERCASE_BUILD_TYPE MATCHES "DEBUG")
+  set(GLOG_LIBRARY "${glog_BINARY_DIR}/libglogd.a")
+else()
+  set(GLOG_LIBRARY "${glog_BINARY_DIR}/libglog.a")
+endif()
+
+# These headers are missing from the include dir but adding the src dir causes
+# issues with folly so we just copy it to the include dir
+file(COPY ${glog_SOURCE_DIR}/src/glog/platform.h
+  DESTINATION ${glog_BINARY_DIR}/glog)
+file(COPY ${glog_SOURCE_DIR}/src/glog/log_severity.h
+  DESTINATION ${glog_BINARY_DIR}/glog)
diff --git a/cpp/CMake/Findglog.cmake b/cpp/CMake/Findglog.cmake
index 752647cb3357..b165fd80f3d7 100644
--- a/cpp/CMake/Findglog.cmake
+++ b/cpp/CMake/Findglog.cmake
@@ -1,37 +1,81 @@
-# Copyright (c) Facebook, Inc. and its affiliates.
-# - Try to find Glog
-# Once done, this will define
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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
 #
-# GLOG_FOUND - system has Glog
-# GLOG_INCLUDE_DIRS - the Glog include directories
-# GLOG_LIBRARIES - link these to use Glog
+#   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.
+
+set(GLUTEN_GLOG_MINIMUM_VERSION 0.4.0)
+set(GLUTEN_GLOG_VERSION 0.6.0)
+
+if(NOT BUILD_GLOG)
+  include(FindPackageHandleStandardArgs)
+  include(SelectLibraryConfigurations)
+
+  find_library(GLOG_LIBRARY_RELEASE glog
+    PATHS ${GLOG_LIBRARYDIR})
+  find_library(GLOG_LIBRARY_DEBUG glogd
+    PATHS ${GLOG_LIBRARYDIR})
+
+  find_path(GLOG_INCLUDE_DIR glog/logging.h
+    PATHS ${GLOG_INCLUDEDIR})
 
-include(FindPackageHandleStandardArgs)
-include(SelectLibraryConfigurations)
+  select_library_configurations(GLOG)
 
-find_library(GLOG_LIBRARY_RELEASE glog
-  PATHS ${GLOG_LIBRARYDIR})
-find_library(GLOG_LIBRARY_DEBUG glogd
-  PATHS ${GLOG_LIBRARYDIR})
+  find_package_handle_standard_args(glog DEFAULT_MSG
+    GLOG_LIBRARY
+    GLOG_INCLUDE_DIR)
 
-find_path(GLOG_INCLUDE_DIR glog/logging.h
-  PATHS ${GLOG_INCLUDEDIR})
+  mark_as_advanced(
+    GLOG_LIBRARY
+    GLOG_INCLUDE_DIR)
+endif()
 
-select_library_configurations(GLOG)
+if(NOT glog_FOUND)
+  include(BuildGlog)
+endif()
 
-find_package_handle_standard_args(glog DEFAULT_MSG
-  GLOG_LIBRARY
-  GLOG_INCLUDE_DIR)
+get_filename_component(libglog_ext ${GLOG_LIBRARY} EXT)
+if(libglog_ext STREQUAL ".a")
+  set(libglog_type STATIC)
+  set(libgflags_component static)
+else()
+  set(libglog_type SHARED)
+  set(libgflags_component shared)
+endif()
 
-mark_as_advanced(
-  GLOG_LIBRARY
-  GLOG_INCLUDE_DIR)
+# glog::glog may already exist. Use google::glog to avoid conflicts.
+add_library(google::glog ${libglog_type} IMPORTED)
+set_target_properties(google::glog PROPERTIES INTERFACE_INCLUDE_DIRECTORIES "${GLOG_INCLUDE_DIR}")
+set_target_properties(google::glog PROPERTIES IMPORTED_LINK_INTERFACE_LANGUAGES "C" IMPORTED_LOCATION "${GLOG_LIBRARY}")
 
-set(GLOG_LIBRARIES ${GLOG_LIBRARY})
-set(GLOG_INCLUDE_DIRS ${GLOG_INCLUDE_DIR})
+set(GLUTEN_GFLAGS_VERSION 2.2.2)
+find_package(gflags ${GLUTEN_GFLAGS_VERSION} CONFIG COMPONENTS ${libgflags_component})
+
+if(NOT gflags_FOUND AND glog_FOUND)
+  message(FATAL_ERROR "Glog found but Gflags not found. Set BUILD_GLOG=ON and reload cmake.")
+endif()
 
-if (NOT TARGET glog::glog)
-  add_library(glog::glog UNKNOWN IMPORTED)
-  set_target_properties(glog::glog PROPERTIES INTERFACE_INCLUDE_DIRECTORIES "${GLOG_INCLUDE_DIRS}")
-  set_target_properties(glog::glog PROPERTIES IMPORTED_LINK_INTERFACE_LANGUAGES "C" IMPORTED_LOCATION "${GLOG_LIBRARIES}")
+if(gflags_FOUND)
+  if(NOT TARGET gflags::gflags_${libgflags_component} AND NOT TARGET gflags_${libgflags_component})
+    message(FATAL_ERROR "Found Gflags but missing component gflags_${libgflags_component}")
+  endif()
+  if(TARGET gflags::gflags_${libgflags_component})
+    set_target_properties(google::glog PROPERTIES IMPORTED_LINK_INTERFACE_LIBRARIES gflags::gflags_${libgflags_component})
+  else()
+    set_target_properties(google::glog PROPERTIES IMPORTED_LINK_INTERFACE_LIBRARIES gflags_${libgflags_component})
+  endif()
+else()
+  include(BuildGflags)
+  set_target_properties(google::glog PROPERTIES IMPORTED_LINK_INTERFACE_LIBRARIES gflags_static)
 endif()
diff --git a/cpp/CMake/glog/glog-config.patch b/cpp/CMake/glog/glog-config.patch
new file mode 100644
index 000000000000..4851461fc83b
--- /dev/null
+++ b/cpp/CMake/glog/glog-config.patch
@@ -0,0 +1,20 @@
+# Copyright (c) Facebook, Inc. and its affiliates.
+#
+# 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.
+--- a/glog-config.cmake.in
++++ b/glog-config.cmake.in
+@@ -10,4 +10,3 @@ include (${CMAKE_CURRENT_LIST_DIR}/glog-modules.cmake)
+ @gflags_DEPENDENCY@
+ @Unwind_DEPENDENCY@
+ 
+-include (${CMAKE_CURRENT_LIST_DIR}/glog-targets.cmake)
diff --git a/cpp/CMake/glog/glog-no-export.patch b/cpp/CMake/glog/glog-no-export.patch
new file mode 100644
index 000000000000..1ae4ce7cbd19
--- /dev/null
+++ b/cpp/CMake/glog/glog-no-export.patch
@@ -0,0 +1,32 @@
+# Copyright (c) Facebook, Inc. and its affiliates.
+#
+# 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.
+--- a/CMakeLists.txt
++++ b/CMakeLists.txt
+@@ -1025,7 +1025,7 @@ write_basic_package_version_file (
+   ${CMAKE_CURRENT_BINARY_DIR}/glog-config-version.cmake
+   COMPATIBILITY SameMajorVersion)
+ 
+-export (TARGETS glog NAMESPACE glog:: FILE glog-targets.cmake)
++# export (TARGETS glog NAMESPACE glog:: FILE glog-targets.cmake)
+ export (PACKAGE glog)
+ 
+ get_filename_component (_PREFIX "${CMAKE_INSTALL_PREFIX}" ABSOLUTE)
+@@ -1076,5 +1076,5 @@ install (DIRECTORY ${_glog_BINARY_CMake_DATADIR}
+   FILES_MATCHING PATTERN "*.cmake"
+ )
+ 
+-install (EXPORT glog-targets NAMESPACE glog:: DESTINATION
+-  ${_glog_CMake_INSTALLDIR})
++# install (EXPORT glog-targets NAMESPACE glog:: DESTINATION
++#   ${_glog_CMake_INSTALLDIR})
diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index 99ca3867de9a..c2227fcc45b9 100644
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -43,6 +43,7 @@ option(BUILD_EXAMPLES "Build Examples" OFF)
 option(BUILD_BENCHMARKS "Build Benchmarks" OFF)
 option(BUILD_PROTOBUF "Build Protobuf from Source" OFF)
 option(BUILD_JEMALLOC "Build Jemalloc from Source" OFF)
+option(BUILD_GLOG "Build Glog from Source" OFF)
 option(USE_AVX512 "Build with AVX-512 optimizations" OFF)
 option(ENABLE_HBM "Enable HBM allocator" OFF)
 option(ENABLE_QAT "Enable QAT for de/compression" OFF)
@@ -130,7 +131,6 @@ if(BUILD_TESTS)
   endif()
   include(GoogleTest)
   enable_testing()
-  find_package(glog REQUIRED)
 endif()
 
 function(ADD_TEST_CASE TEST_NAME)
@@ -179,6 +179,7 @@ if(BUILD_TESTS OR BUILD_BENCHMARKS)
   if(NOT benchmark_FOUND)
     include(BuildGoogleBenchmark)
   endif()
+  find_package(glog REQUIRED)
 endif()
 
 if(ENABLE_QAT)
diff --git a/cpp/velox/CMakeLists.txt b/cpp/velox/CMakeLists.txt
index ece87e6b5675..3472a58f61bf 100644
--- a/cpp/velox/CMakeLists.txt
+++ b/cpp/velox/CMakeLists.txt
@@ -309,12 +309,6 @@ set_target_properties(velox PROPERTIES
 ## It is also applicable to other dependencies.
 find_package(Folly REQUIRED CONFIG)
 
-if(ENABLE_GLUTEN_VCPKG)
-  find_package(gflags REQUIRED COMPONENTS static CONFIG)
-else()
-  find_package(gflags REQUIRED COMPONENTS shared CONFIG)
-endif()
-
 target_include_directories(velox PUBLIC
         ${GTEST_INCLUDE_DIRS}
         ${PROTOBUF_INCLUDE})
diff --git a/cpp/velox/benchmarks/CMakeLists.txt b/cpp/velox/benchmarks/CMakeLists.txt
index bc1782337754..5e6f222bd9f3 100644
--- a/cpp/velox/benchmarks/CMakeLists.txt
+++ b/cpp/velox/benchmarks/CMakeLists.txt
@@ -18,7 +18,7 @@ find_arrow_lib(${PARQUET_LIB_NAME})
 set(VELOX_BENCHMARK_COMMON_SRCS common/FileReaderIterator.cc common/BenchmarkUtils.cc)
 add_library(velox_benchmark_common STATIC ${VELOX_BENCHMARK_COMMON_SRCS})
 target_include_directories(velox_benchmark_common PUBLIC ${CMAKE_SOURCE_DIR}/velox ${CMAKE_SOURCE_DIR}/core)
-target_link_libraries(velox_benchmark_common PUBLIC Arrow::parquet velox benchmark::benchmark gflags simdjson)
+target_link_libraries(velox_benchmark_common PUBLIC Arrow::parquet velox benchmark::benchmark google::glog simdjson)
 
 function(add_velox_benchmark BM_EXEC BM_FILE)
   add_executable(${BM_EXEC} ${BM_FILE})
diff --git a/cpp/velox/tests/CMakeLists.txt b/cpp/velox/tests/CMakeLists.txt
index 1bccc5d09f31..c2d412a56b0b 100644
--- a/cpp/velox/tests/CMakeLists.txt
+++ b/cpp/velox/tests/CMakeLists.txt
@@ -32,7 +32,7 @@ function(add_velox_test TEST_EXEC)
   endif()
   add_executable(${TEST_EXEC} ${SOURCES})
   target_include_directories(${TEST_EXEC} PRIVATE ${CMAKE_SOURCE_DIR}/velox ${CMAKE_SOURCE_DIR}/src)
-  target_link_libraries(${TEST_EXEC} gflags velox GTest::gtest GTest::gtest_main glog::glog benchmark::benchmark simdjson)
+  target_link_libraries(${TEST_EXEC} velox GTest::gtest GTest::gtest_main google::glog benchmark::benchmark simdjson)
   gtest_discover_tests(${TEST_EXEC} DISCOVERY_MODE PRE_TEST)
 endfunction()