diff --git a/java/memory/memory-netty/src/main/java/io/netty/buffer/PooledByteBufAllocatorL.java b/java/memory/memory-netty/src/main/java/io/netty/buffer/PooledByteBufAllocatorL.java
index d0a5a9945ce20..c1e858d013e9f 100644
--- a/java/memory/memory-netty/src/main/java/io/netty/buffer/PooledByteBufAllocatorL.java
+++ b/java/memory/memory-netty/src/main/java/io/netty/buffer/PooledByteBufAllocatorL.java
@@ -71,7 +71,7 @@ public UnsafeDirectLittleEndian allocate(long size) {
   }
 
   public int getChunkSize() {
-    return allocator.chunkSize;
+    return allocator.chunkSize();
   }
 
   public long getHugeBufferSize() {
@@ -137,7 +137,6 @@ private class InnerAllocator extends PooledByteBufAllocator {
 
     private final PoolArena<ByteBuffer>[] directArenas;
     private final MemoryStatusThread statusThread;
-    private final int chunkSize;
 
     public InnerAllocator() {
       super(true);
@@ -150,8 +149,6 @@ public InnerAllocator() {
         throw new RuntimeException("Failure while initializing allocator.  Unable to retrieve direct arenas field.", e);
       }
 
-      this.chunkSize = directArenas[0].chunkSize;
-
       if (memoryLogger.isTraceEnabled()) {
         statusThread = new MemoryStatusThread();
         statusThread.start();
@@ -166,7 +163,7 @@ private UnsafeDirectLittleEndian newDirectBufferL(int initialCapacity, int maxCa
 
       if (directArena != null) {
 
-        if (initialCapacity > directArena.chunkSize) {
+        if (initialCapacity > chunkSize()) {
           // This is beyond chunk size so we'll allocate separately.
           ByteBuf buf = UnpooledByteBufAllocator.DEFAULT.directBuffer(initialCapacity, maxCapacity);
 
diff --git a/java/pom.xml b/java/pom.xml
index 747320d2f8a40..5087066a290d1 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -30,13 +30,13 @@
   <properties>
     <target.gen.source.path>${project.build.directory}/generated-sources</target.gen.source.path>
     <dep.junit.platform.version>1.9.0</dep.junit.platform.version>
-    <dep.junit.jupiter.version>5.9.0</dep.junit.jupiter.version>
-    <dep.slf4j.version>1.7.25</dep.slf4j.version>
-    <dep.guava-bom.version>31.1-jre</dep.guava-bom.version>
-    <dep.netty-bom.version>4.1.96.Final</dep.netty-bom.version>
-    <dep.grpc-bom.version>1.56.0</dep.grpc-bom.version>
-    <dep.protobuf-bom.version>3.21.9</dep.protobuf-bom.version>
-    <dep.jackson-bom.version>2.13.4</dep.jackson-bom.version>
+    <dep.junit.jupiter.version>5.10.1</dep.junit.jupiter.version>
+    <dep.slf4j.version>2.0.9</dep.slf4j.version>
+    <dep.guava-bom.version>32.1.3-jre</dep.guava-bom.version>
+    <dep.netty-bom.version>4.1.104.Final</dep.netty-bom.version>
+    <dep.grpc-bom.version>1.60.0</dep.grpc-bom.version>
+    <dep.protobuf-bom.version>3.23.1</dep.protobuf-bom.version>
+    <dep.jackson-bom.version>2.16.0</dep.jackson-bom.version>
     <dep.hadoop.version>2.7.1</dep.hadoop.version>
     <dep.fbs.version>1.12.0</dep.fbs.version>
     <dep.avro.version>1.10.0</dep.avro.version>