diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000000..6c155ea986
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,16 @@
+
+version: 2
+
+jobs:
+  build:
+    machine: true
+
+workflows:
+  version: 2
+  build:
+    jobs:
+      - build:
+          filters:
+            branches:
+              only:
+                - /.*-circle-.*/
diff --git a/.github/workflows/crossbow.yml b/.github/workflows/crossbow.yml
new file mode 100644
index 0000000000..5cd581d789
--- /dev/null
+++ b/.github/workflows/crossbow.yml
@@ -0,0 +1,105 @@
+# 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.
+
+# NOTE: must set "Crossbow" as name to have the badge links working in the
+# github comment reports!
+name: Crossbow
+
+on:
+  push:
+    branches:
+      - "*-github-*"
+
+jobs:
+  package:
+    name: Package
+    runs-on: ubuntu-20.04
+    steps:
+      - name: Set up Ruby
+        uses: actions/setup-ruby@v1
+      - name: Checkout Arrow
+        run: |
+          git clone --no-checkout https://github.com/apache/arrow arrow
+          git -C arrow fetch -t https://github.com/apache/arrow master
+          git -C arrow checkout FETCH_HEAD
+          git -C arrow submodule update --init --recursive
+      - name: Free Up Disk Space
+        shell: bash
+        run: arrow/ci/scripts/util_cleanup.sh
+      - name: Build
+        run: |
+          set -e
+          pushd arrow/dev/tasks/linux-packages
+          rake version:update
+          rake docker:pull || :
+          rake BUILD_DIR=build apt:build
+          sudo rm -rf */*/build
+          popd
+        env:
+          APT_TARGETS: ubuntu-groovy
+          ARROW_VERSION: 2.1.0.dev612
+          REPO: ${{ secrets.REPO }}
+          YUM_TARGETS: ubuntu-groovy
+      - name: Docker Push
+        if: success()
+        continue-on-error: true
+        shell: bash
+        run: |
+          pushd arrow/dev/tasks/linux-packages
+          docker login -u "${{ secrets.DOCKERHUB_USER }}" \
+                       -p "${{ secrets.DOCKERHUB_TOKEN }}"
+          rake docker:push
+          popd
+        env:
+          APT_TARGETS: ubuntu-groovy
+          REPO: ${{ secrets.REPO }}
+          YUM_TARGETS: ubuntu-groovy
+      # Using GitHub release tries to find a common ancestor between the
+      # currently pushed tag and the latest tag of the GitHub repository
+      # (don't know why).
+      # The tag upload took 43 minutes because of this scan, so use an
+      # alternative upload script.
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+      - name: Set up Crossbow
+        run: |
+          pip install \
+            click \
+            github3.py \
+            jinja2 \
+            jira \
+            pygit2 \
+            ruamel.yaml \
+            setuptools_scm \
+            toolz
+      - name: Upload artifacts
+        run: |
+          python arrow/dev/tasks/crossbow.py \
+            --queue-path . \
+            --queue-remote https://github.com/ursa-labs/crossbow \
+            upload-artifacts \
+            --pattern "**/*.ddeb" \
+            --pattern "**/*.deb" \
+            --pattern "**/*.debian.tar.xz" \
+            --pattern "**/*.dsc" \
+            --pattern "**/*.orig.tar.gz" \
+            --sha nightly-2021-01-14-0-github-ubuntu-groovy-amd64 \
+            --tag nightly-2021-01-14-0-github-ubuntu-groovy-amd64
+        env:
+          CROSSBOW_GITHUB_TOKEN: ${{ secrets.CROSSBOW_GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000000..f4d0062a08
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,9 @@
+
+branches:
+  only:
+    - master
+    - /.*-travis-.*/
+
+os: linux
+dist: trusty
+language: generic