diff --git a/java/adapter/avro/pom.xml b/java/adapter/avro/pom.xml
index c0410ea4c2314..185b997eb2b54 100644
--- a/java/adapter/avro/pom.xml
+++ b/java/adapter/avro/pom.xml
@@ -25,6 +25,10 @@
   <description>(Contrib/Experimental) A library for converting Avro data to Arrow data.</description>
   <url>http://maven.apache.org</url>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
+
   <dependencies>
 
     <!-- https://mvnrepository.com/artifact/org.apache.arrow/arrow-memory-core -->
diff --git a/java/adapter/jdbc/pom.xml b/java/adapter/jdbc/pom.xml
index f95956d1f61d5..12e953e7af6d2 100644
--- a/java/adapter/jdbc/pom.xml
+++ b/java/adapter/jdbc/pom.xml
@@ -25,6 +25,10 @@
     <description>(Contrib/Experimental)A library for converting JDBC data to Arrow data.</description>
     <url>http://maven.apache.org</url>
 
+    <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+    </properties>
+
     <dependencies>
 
         <!-- https://mvnrepository.com/artifact/org.apache.arrow/arrow-memory-core -->
diff --git a/java/algorithm/pom.xml b/java/algorithm/pom.xml
index 3e32d955ec417..0583b444fb25b 100644
--- a/java/algorithm/pom.xml
+++ b/java/algorithm/pom.xml
@@ -20,6 +20,10 @@
   <name>Arrow Algorithms</name>
   <description>(Experimental/Contrib) A collection of algorithms for working with ValueVectors.</description>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
+
   <dependencies>
     <dependency>
       <groupId>org.apache.arrow</groupId>
diff --git a/java/bom/pom.xml b/java/bom/pom.xml
index 1f6f854f60013..38f6f0dc5db5b 100644
--- a/java/bom/pom.xml
+++ b/java/bom/pom.xml
@@ -15,7 +15,7 @@
   <parent>
     <groupId>org.apache</groupId>
     <artifactId>apache</artifactId>
-    <version>18</version>
+    <version>31</version>
   </parent>
 
   <groupId>org.apache.arrow</groupId>
@@ -26,6 +26,7 @@
   <description>Arrow Bill of Materials</description>
 
   <properties>
+    <minimalMavenBuildVersion>3.5.0</minimalMavenBuildVersion>
     <arrow.vector.classifier/>
   </properties>
 
@@ -145,4 +146,5 @@
     </dependencies>
 
   </dependencyManagement>
+
 </project>
diff --git a/java/c/pom.xml b/java/c/pom.xml
index d66379d356624..414336d1772ac 100644
--- a/java/c/pom.xml
+++ b/java/c/pom.xml
@@ -22,6 +22,7 @@
     <description>Java implementation of C Data Interface</description>
     <packaging>jar</packaging>
     <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
         <arrow.c.jni.dist.dir>./build</arrow.c.jni.dist.dir>
     </properties>
 
diff --git a/java/compression/pom.xml b/java/compression/pom.xml
index 9a9f029fee137..71a3414976bd9 100644
--- a/java/compression/pom.xml
+++ b/java/compression/pom.xml
@@ -20,6 +20,10 @@
   <name>Arrow Compression</name>
   <description>(Experimental/Contrib) A library for working with the compression/decompression of Arrow data.</description>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
+
   <dependencies>
     <dependency>
       <groupId>org.apache.arrow</groupId>
diff --git a/java/dataset/pom.xml b/java/dataset/pom.xml
index b533a1733521b..54a54278aeabf 100644
--- a/java/dataset/pom.xml
+++ b/java/dataset/pom.xml
@@ -24,6 +24,7 @@
     <description>Java implementation of Arrow Dataset API/Framework</description>
     <packaging>jar</packaging>
     <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
         <arrow.cpp.build.dir>../../../cpp/release-build/</arrow.cpp.build.dir>
         <protobuf.version>2.5.0</protobuf.version>
         <parquet.version>1.11.0</parquet.version>
diff --git a/java/flight/flight-core/pom.xml b/java/flight/flight-core/pom.xml
index 8f41d2b65b7d1..f8fd9398e69b8 100644
--- a/java/flight/flight-core/pom.xml
+++ b/java/flight/flight-core/pom.xml
@@ -24,6 +24,7 @@
   <packaging>jar</packaging>
 
   <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
     <forkCount>1</forkCount>
   </properties>
 
@@ -287,7 +288,7 @@
       </plugin>
       <plugin>
         <artifactId>maven-assembly-plugin</artifactId>
-        <version>3.0.0</version>
+        <version>3.2.0</version>
         <configuration>
           <descriptorRefs>
             <descriptorRef>jar-with-dependencies</descriptorRef>
diff --git a/java/flight/flight-grpc/pom.xml b/java/flight/flight-grpc/pom.xml
index af765f8c436be..04f5d7aa6ab78 100644
--- a/java/flight/flight-grpc/pom.xml
+++ b/java/flight/flight-grpc/pom.xml
@@ -24,6 +24,7 @@
   <packaging>jar</packaging>
 
   <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
     <forkCount>1</forkCount>
   </properties>
 
diff --git a/java/flight/flight-integration-tests/pom.xml b/java/flight/flight-integration-tests/pom.xml
index bb4f6a6b18733..db8a116b82289 100644
--- a/java/flight/flight-integration-tests/pom.xml
+++ b/java/flight/flight-integration-tests/pom.xml
@@ -24,6 +24,10 @@
     <description>Integration tests for Flight RPC.</description>
     <packaging>jar</packaging>
 
+    <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+    </properties>
+
     <dependencies>
         <dependency>
             <groupId>org.apache.arrow</groupId>
@@ -60,7 +64,7 @@
         <plugins>
             <plugin>
                 <artifactId>maven-assembly-plugin</artifactId>
-                <version>3.0.0</version>
+                <version>3.2.0</version>
                 <configuration>
                     <descriptorRefs>
                         <descriptorRef>jar-with-dependencies</descriptorRef>
diff --git a/java/flight/flight-sql-jdbc-core/pom.xml b/java/flight/flight-sql-jdbc-core/pom.xml
index 74a2f8d320f37..3ddff6a78e3cd 100644
--- a/java/flight/flight-sql-jdbc-core/pom.xml
+++ b/java/flight/flight-sql-jdbc-core/pom.xml
@@ -28,6 +28,7 @@
     <url>https://arrow.apache.org</url>
 
     <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
         <org.apache.arrow.flight.name>${project.parent.groupId}:${project.parent.artifactId}</org.apache.arrow.flight.name>
         <org.apache.arrow.flight.version>${project.parent.version}</org.apache.arrow.flight.version>
         <org.apache.arrow.flight.jdbc-driver.name>${project.name}</org.apache.arrow.flight.jdbc-driver.name>
diff --git a/java/flight/flight-sql-jdbc-driver/pom.xml b/java/flight/flight-sql-jdbc-driver/pom.xml
index d4ef1b4ea3b9b..bec2b9688600b 100644
--- a/java/flight/flight-sql-jdbc-driver/pom.xml
+++ b/java/flight/flight-sql-jdbc-driver/pom.xml
@@ -27,6 +27,10 @@
     <packaging>jar</packaging>
     <url>https://arrow.apache.org</url>
 
+    <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+    </properties>
+
     <dependencies>
         <!-- https://mvnrepository.com/artifact/org.hamcrest/hamcrest-core -->
         <dependency>
diff --git a/java/flight/flight-sql/pom.xml b/java/flight/flight-sql/pom.xml
index 3ddc1758ae8ef..966e80b07e02a 100644
--- a/java/flight/flight-sql/pom.xml
+++ b/java/flight/flight-sql/pom.xml
@@ -24,6 +24,7 @@
   <packaging>jar</packaging>
 
   <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
     <forkCount>1</forkCount>
   </properties>
 
diff --git a/java/format/pom.xml b/java/format/pom.xml
index 3f581311e20ea..636ad97734b05 100644
--- a/java/format/pom.xml
+++ b/java/format/pom.xml
@@ -23,6 +23,10 @@
 <name>Arrow Format</name>
 <description>Generated Java files from the IPC Flatbuffer definitions.</description>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
+
   <dependencies>
     <dependency>
       <groupId>com.google.flatbuffers</groupId>
diff --git a/java/gandiva/pom.xml b/java/gandiva/pom.xml
index 128fa1508fbd1..a3e456844323b 100644
--- a/java/gandiva/pom.xml
+++ b/java/gandiva/pom.xml
@@ -23,6 +23,7 @@
     <name>Arrow Gandiva</name>
     <description>Java wrappers around the native Gandiva SQL expression compiler.</description>
     <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
         <maven.compiler.source>1.8</maven.compiler.source>
         <maven.compiler.target>1.8</maven.compiler.target>
         <protobuf.version>3.25.1</protobuf.version>
diff --git a/java/maven/module-info-compiler-maven-plugin/pom.xml b/java/maven/module-info-compiler-maven-plugin/pom.xml
index ce598fc7f0f87..613d52ba1b622 100644
--- a/java/maven/module-info-compiler-maven-plugin/pom.xml
+++ b/java/maven/module-info-compiler-maven-plugin/pom.xml
@@ -30,6 +30,7 @@
   </prerequisites>
 
   <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
     <maven.version>3.3.9</maven.version>
   </properties>
 
@@ -84,7 +85,7 @@
         </plugin>
         <plugin>
           <artifactId>maven-jar-plugin</artifactId>
-          <version>3.0.2</version>
+          <version>3.2.0</version>
         </plugin>
         <plugin>
           <artifactId>maven-install-plugin</artifactId>
diff --git a/java/memory/memory-core/pom.xml b/java/memory/memory-core/pom.xml
index 8f28699045383..fd10e63aef014 100644
--- a/java/memory/memory-core/pom.xml
+++ b/java/memory/memory-core/pom.xml
@@ -22,6 +22,10 @@
   <name>Arrow Memory - Core</name>
   <description>Core off-heap memory management libraries for Arrow ValueVectors.</description>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
+
   <dependencies>
     <dependency>
       <groupId>com.google.code.findbugs</groupId>
diff --git a/java/memory/memory-netty/pom.xml b/java/memory/memory-netty/pom.xml
index e625cbeabc65a..a32353bf03e31 100644
--- a/java/memory/memory-netty/pom.xml
+++ b/java/memory/memory-netty/pom.xml
@@ -21,6 +21,10 @@
   <name>Arrow Memory - Netty</name>
   <description>Netty allocator and utils for allocating memory in Arrow</description>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
+
   <dependencies>
     <dependency>
       <groupId>org.apache.arrow</groupId>
diff --git a/java/memory/memory-unsafe/pom.xml b/java/memory/memory-unsafe/pom.xml
index 9f8137308195d..c4228cfe2fee4 100644
--- a/java/memory/memory-unsafe/pom.xml
+++ b/java/memory/memory-unsafe/pom.xml
@@ -21,6 +21,9 @@
   <name>Arrow Memory - Unsafe</name>
   <description>Allocator and utils for allocating memory in Arrow based on sun.misc.Unsafe</description>
 
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
 
   <dependencies>
     <dependency>
diff --git a/java/performance/pom.xml b/java/performance/pom.xml
index a3e4da85b4321..f9dfa05ede895 100644
--- a/java/performance/pom.xml
+++ b/java/performance/pom.xml
@@ -80,6 +80,7 @@
     </dependencies>
 
     <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <jmh.version>1.21</jmh.version>
         <javac.target>1.8</javac.target>
@@ -191,7 +192,7 @@
                 </plugin>
                 <plugin>
                     <artifactId>maven-jar-plugin</artifactId>
-                    <version>2.4</version>
+                    <version>3.2.0</version>
                 </plugin>
                 <plugin>
                     <artifactId>maven-javadoc-plugin</artifactId>
diff --git a/java/pom.xml b/java/pom.xml
index f6dcfadb81b1e..d9f64d855307f 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -15,7 +15,7 @@
   <parent>
     <groupId>org.apache</groupId>
     <artifactId>apache</artifactId>
-    <version>18</version>
+    <version>31</version>
   </parent>
 
   <groupId>org.apache.arrow</groupId>
@@ -434,6 +434,13 @@
         <plugin>
           <artifactId>maven-enforcer-plugin</artifactId>
           <version>3.0.0-M2</version>
+          <configuration>
+            <rules>
+              <requireMavenVersion>
+                <version>[3.3.0,4)</version>
+              </requireMavenVersion>
+            </rules>
+          </configuration>
         </plugin>
         <plugin>
           <groupId>org.apache.maven.plugins</groupId>
diff --git a/java/tools/pom.xml b/java/tools/pom.xml
index 8df436bac9aef..298c86f7211c6 100644
--- a/java/tools/pom.xml
+++ b/java/tools/pom.xml
@@ -20,6 +20,10 @@
     <name>Arrow Tools</name>
     <description>Java applications for working with Arrow ValueVectors.</description>
 
+    <properties>
+        <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+    </properties>
+
     <dependencies>
         <dependency>
             <groupId>org.apache.arrow</groupId>
@@ -81,7 +85,7 @@
       <plugins>
         <plugin>
           <artifactId>maven-assembly-plugin</artifactId>
-          <version>3.0.0</version>
+          <version>3.2.0</version>
           <configuration>
             <descriptorRefs>
               <descriptorRef>jar-with-dependencies</descriptorRef>
diff --git a/java/vector/pom.xml b/java/vector/pom.xml
index 17d8f312a52a5..fc1144c6d3dcc 100644
--- a/java/vector/pom.xml
+++ b/java/vector/pom.xml
@@ -20,8 +20,11 @@
   <name>Arrow Vectors</name>
   <description>An off-heap reference implementation for Arrow columnar data format.</description>
 
-  <dependencies>
+  <properties>
+    <project.build.outputTimestamp>2023-12-13T00:00:00Z</project.build.outputTimestamp>
+  </properties>
 
+  <dependencies>
     <dependency>
       <groupId>org.apache.arrow</groupId>
       <artifactId>arrow-format</artifactId>