diff --git a/dev/tasks/gandiva-jars/build-cpp-linux.sh b/dev/tasks/gandiva-jars/build-cpp-linux.sh
index e23cfaf3dd7..0961dc389a7 100755
--- a/dev/tasks/gandiva-jars/build-cpp-linux.sh
+++ b/dev/tasks/gandiva-jars/build-cpp-linux.sh
@@ -46,6 +46,8 @@ cmake -DCMAKE_BUILD_TYPE=Release \
     -DARROW_RPATH_ORIGIN=ON \
     -DARROW_PYTHON=OFF \
     -DARROW_PARQUET=OFF \
+    -DARROW_DATASET=OFF \
+    -DARROW_FILESYSTEM=OFF \
     -DPARQUET_BUILD_ENCRYPTION=OFF \
     -DPythonInterp_FIND_VERSION=${PYTHON_VERSION} \
     -DARROW_GANDIVA=ON \
diff --git a/dev/tasks/gandiva-jars/build-cpp-osx.sh b/dev/tasks/gandiva-jars/build-cpp-osx.sh
index 14dc5f2b795..1c2b905b866 100755
--- a/dev/tasks/gandiva-jars/build-cpp-osx.sh
+++ b/dev/tasks/gandiva-jars/build-cpp-osx.sh
@@ -33,6 +33,8 @@ pushd cpp
           -DARROW_BUILD_UTILITIES=OFF \
           -DPARQUET_BUILD_ENCRYPTION=OFF \
           -DARROW_PARQUET=OFF \
+          -DARROW_FILESYSTEM=OFF \
+          -DARROW_DATASET=OFF \
           -DARROW_BOOST_USE_SHARED=OFF"
 
     if [ $TRAVIS_OS_NAME == "osx" ]; then
diff --git a/dev/tasks/gandiva-jars/travis.osx.yml b/dev/tasks/gandiva-jars/travis.osx.yml
index 3d5ea0b9117..9912991d2da 100644
--- a/dev/tasks/gandiva-jars/travis.osx.yml
+++ b/dev/tasks/gandiva-jars/travis.osx.yml
@@ -15,7 +15,7 @@
 # limitations under the License.
 
 os: osx
-osx_image: xcode8.3
+osx_image: xcode9.4
 sudo: required
 language: cpp
 compiler: clang
@@ -39,7 +39,6 @@ before_script:
 
   - export TRAVIS_BUILD_DIR=$TRAVIS_BUILD_DIR/arrow
   - brew update
-  - brew upgrade cmake
   - brew install bison flex llvm@7
 
 script: