diff --git a/Dockerfile b/Dockerfile
index 70e94ee1bc8f1..105ce5f383664 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -44,14 +44,13 @@ RUN apt-get update -y && \
     rm -rf /opt/spark/jars/json-smart-2.3.jar && \
     curl -fSL https://repo1.maven.org/maven2/net/minidev/json-smart/2.4.1/json-smart-2.4.1.jar -o json-smart-2.3.jar && \
     mv json-smart-2.3.jar /opt/spark/jars/ && \
-    rm -rf /opt/spark/jars/log4j-1.2.17.jar && \
-    curl -fSL https://repo1.maven.org/maven2/org/apache/logging/log4j/log4j-core/2.8.2/log4j-core-2.8.2.jar -o log4j-core-2.8.2.jar && \
-    mv log4j-core-2.8.2.jar /opt/spark/jars/ && \
     rm -rf /opt/spark/jars/nimbus-jose-jwt-4.41.1.jar && \
     curl -fSL https://repo1.maven.org/maven2/com/nimbusds/nimbus-jose-jwt/7.9/nimbus-jose-jwt-7.9.jar -o nimbus-jose-jwt-7.9.jar && \
     mv nimbus-jose-jwt-7.9.jar /opt/spark/jars/
 
 
+COPY htrace-core4-4.3.0-incubating-SNAPSHOT.jar /opt/spark/jars/
+
 
 ENTRYPOINT [ "/opt/entrypoint.sh" ]
 
diff --git a/PysparkDockerfile b/PysparkDockerfile
index eff2e29a307ac..d8b370463c25a 100644
--- a/PysparkDockerfile
+++ b/PysparkDockerfile
@@ -49,7 +49,13 @@ RUN apt-get update -y && \
     mv log4j-core-2.8.2.jar /opt/spark/jars/ && \
     rm -rf /opt/spark/jars/nimbus-jose-jwt-4.41.1.jar && \
     curl -fSL https://repo1.maven.org/maven2/com/nimbusds/nimbus-jose-jwt/7.9/nimbus-jose-jwt-7.9.jar -o nimbus-jose-jwt-7.9.jar && \
-    mv nimbus-jose-jwt-7.9.jar /opt/spark/jars/
+    mv nimbus-jose-jwt-7.9.jar /opt/spark/jars/ && \
+    curl -fSL https://repo1.maven.org/maven2/org/apache/logging/log4j/log4j-1.2-api/2.14.1/log4j-1.2-api-2.14.1.jar -o log4j-1.2-api-2.14.1.jar && \
+    mv log4j-1.2-api-2.14.1.jar /opt/spark/jars/ && \
+    curl -fSL https://repo1.maven.org/maven2/org/apache/logging/log4j/log4j-core/2.14.1/log4j-core-2.14.1.jar -o log4j-core-2.14.1.jar && \
+    mv log4j-core-2.14.1.jar /opt/spark/jars/ && \
+    curl -fSL https://repo1.maven.org/maven2/org/apache/logging/log4j/log4j-api/2.14.1/log4j-api-2.14.1.jar -o log4j-api-2.14.1.jar && \
+    mv log4j-api-2.14.1.jar /opt/spark/jars/
 
 
 
diff --git a/dev/deps/spark-deps-hadoop-3.2-hive-2.3 b/dev/deps/spark-deps-hadoop-3.2-hive-2.3
index a5b0bde5bb7be..eb6e2ed6b26b8 100644
--- a/dev/deps/spark-deps-hadoop-3.2-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3.2-hive-2.3
@@ -100,18 +100,17 @@ httpclient/4.5.6//httpclient-4.5.6.jar
 httpcore/4.4.12//httpcore-4.4.12.jar
 istack-commons-runtime/3.0.8//istack-commons-runtime-3.0.8.jar
 ivy/2.4.0//ivy-2.4.0.jar
-jackson-annotations/2.10.0//jackson-annotations-2.10.0.jar
+jackson-annotations/2.12.2//jackson-annotations-2.12.2.jar
 jackson-core-asl/1.9.13//jackson-core-asl-1.9.13.jar
-jackson-core/2.10.0//jackson-core-2.10.0.jar
-jackson-databind/2.10.0//jackson-databind-2.10.0.jar
-jackson-dataformat-yaml/2.10.0//jackson-dataformat-yaml-2.10.0.jar
+jackson-core/2.12.2//jackson-core-2.12.2.jar
+jackson-databind/2.12.2//jackson-databind-2.12.2.jar
+jackson-dataformat-yaml/2.12.2//jackson-dataformat-yaml-2.12.2.jar
 jackson-datatype-jsr310/2.10.3//jackson-datatype-jsr310-2.10.3.jar
 jackson-jaxrs-base/2.9.5//jackson-jaxrs-base-2.9.5.jar
 jackson-jaxrs-json-provider/2.9.5//jackson-jaxrs-json-provider-2.9.5.jar
 jackson-mapper-asl/1.9.13//jackson-mapper-asl-1.9.13.jar
-jackson-module-jaxb-annotations/2.10.0//jackson-module-jaxb-annotations-2.10.0.jar
-jackson-module-paranamer/2.10.0//jackson-module-paranamer-2.10.0.jar
-jackson-module-scala_2.12/2.10.0//jackson-module-scala_2.12-2.10.0.jar
+jackson-module-jaxb-annotations/2.12.2//jackson-module-jaxb-annotations-2.12.2.jar
+jackson-module-scala_2.12/2.12.2//jackson-module-scala_2.12-2.12.2.jar
 jakarta.activation-api/1.2.1//jakarta.activation-api-1.2.1.jar
 jakarta.annotation-api/1.3.5//jakarta.annotation-api-1.3.5.jar
 jakarta.inject/2.6.1//jakarta.inject-2.6.1.jar
@@ -216,7 +215,7 @@ shapeless_2.12/2.3.3//shapeless_2.12-2.3.3.jar
 shims/0.7.45//shims-0.7.45.jar
 slf4j-api/1.7.30//slf4j-api-1.7.30.jar
 slf4j-log4j12/1.7.30//slf4j-log4j12-1.7.30.jar
-snakeyaml/1.24//snakeyaml-1.24.jar
+snakeyaml/1.27//snakeyaml-1.27.jar
 snappy-java/1.1.7.5//snappy-java-1.1.7.5.jar
 spire-macros_2.12/0.17.0-M1//spire-macros_2.12-0.17.0-M1.jar
 spire-platform_2.12/0.17.0-M1//spire-platform_2.12-0.17.0-M1.jar
diff --git a/htrace-core4-4.3.0-incubating-SNAPSHOT.jar b/htrace-core4-4.3.0-incubating-SNAPSHOT.jar
new file mode 100644
index 0000000000000..0951d462ad9dd
Binary files /dev/null and b/htrace-core4-4.3.0-incubating-SNAPSHOT.jar differ
diff --git a/pom.xml b/pom.xml
index 58e9f8126d9fa..e0cd324abd995 100644
--- a/pom.xml
+++ b/pom.xml
@@ -133,7 +133,7 @@
     <!-- for now, not running scalafmt as part of default verify pipeline -->
     <scalafmt.skip>true</scalafmt.skip>
     <codehaus.jackson.version>1.9.13</codehaus.jackson.version>
-    <fasterxml.jackson.version>2.10.0</fasterxml.jackson.version>
+    <fasterxml.jackson.version>2.12.2</fasterxml.jackson.version>
     <snappy.version>1.1.7.5</snappy.version>
     <netlib.java.version>1.1.2</netlib.java.version>
     <commons-codec.version>1.10</commons-codec.version>
diff --git a/resource-managers/kubernetes/docker/src/main/dockerfiles/spark/Dockerfile b/resource-managers/kubernetes/docker/src/main/dockerfiles/spark/Dockerfile
index 075738e32a483..906240e646c2d 100644
--- a/resource-managers/kubernetes/docker/src/main/dockerfiles/spark/Dockerfile
+++ b/resource-managers/kubernetes/docker/src/main/dockerfiles/spark/Dockerfile
@@ -17,7 +17,7 @@
 ARG java_image_tag=openjdk:8-jre-slim
 
 #FROM openjdk:${java_image_tag}
-FROM adoptopenjdk:8u282-b08-jre-openj9-0.24.0
+FROM artifacts.ggn.in.guavus.com:4244/adoptopenjdk:8u282-b08-jre-openj9-0.24.0
 
 ARG spark_uid=185