diff --git a/.github/codecov.yaml b/.github/codecov.yaml
new file mode 100644
index 00000000000..c88fc55217c
--- /dev/null
+++ b/.github/codecov.yaml
@@ -0,0 +1,16 @@
+# Copyright (c) 2021, 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.
+
+codecov:
+  max_report_age: off
diff --git a/build/coverage-report b/build/coverage-report
index a8bf2653cbf..a5b8047268d 100755
--- a/build/coverage-report
+++ b/build/coverage-report
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 #
-# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
+# Copyright (c) 2020-2021, NVIDIA CORPORATION. All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -21,6 +21,7 @@ JVER=${JACOCO_VERSION:-"0.8.5"}
 JDEST=${JACOCO_DEST:-"./target/jacococli.jar"}
 TMP_CLASS=${TEMP_CLASS_LOC:-"./target/jacoco_classes/"}
 HTML_LOC=${HTML_LOCATION:="./target/jacoco-report/"}
+XML_LOC=${XML_LOCATION:="${HTML_LOC}"}
 DIST_JAR=${RAPIDS_DIST_JAR:-$(ls ./dist/target/rapids-4-spark_2.12-*.jar | grep -v test | xargs readlink -f)}
 SOURCE_DIRS=${SOURCE_DIRS:-"./sql-plugin/src/main/scala/:./sql-plugin/src/main/java/:./shuffle-plugin/src/main/scala/"}
 
@@ -44,7 +45,9 @@ if [ "$#" != "0" ]; then
 else
   ARGS=$(find . -name "jacoco.exec" -printf "%p ")
 fi
+
+mkdir -p $XML_LOC
 # run the report
-java -jar "$JDEST" report --classfiles "$TMP_CLASS" --html "$HTML_LOC" $SOURCE_WITH_ARGS $ARGS
+java -jar "$JDEST" report --classfiles "$TMP_CLASS" --html "$HTML_LOC" --xml "$XML_LOC/jacoco.xml" $SOURCE_WITH_ARGS $ARGS
 
 echo "The report is at file://"$(readlink -f "$HTML_LOC"/index.html)