diff --git a/itests/qtest-druid/pom.xml b/itests/qtest-druid/pom.xml
index 2e3b84cbf31a..4c1036b03595 100644
--- a/itests/qtest-druid/pom.xml
+++ b/itests/qtest-druid/pom.xml
@@ -36,7 +36,7 @@
     <druid.derby.version>10.11.1.1</druid.derby.version>
     <druid.guava.version>16.0.1</druid.guava.version>
     <druid.guice.version>4.1.0</druid.guice.version>
-    <kafka.test.version>2.5.0</kafka.test.version>
+    <kafka.test.version>3.9.1</kafka.test.version>
     <druid.guice.version>4.1.0</druid.guice.version>
     <slf4j.version>1.7.30</slf4j.version>
   </properties>
@@ -226,6 +226,11 @@
       <artifactId>kafka-clients</artifactId>
       <version>${kafka.test.version}</version>
     </dependency>
+    <dependency>
+      <groupId>org.apache.kafka</groupId>
+      <artifactId>kafka-server</artifactId>
+      <version>${kafka.test.version}</version>
+    </dependency>
     <dependency>
       <groupId>org.slf4j</groupId>
       <artifactId>slf4j-api</artifactId>
diff --git a/itests/qtest-druid/src/main/java/org/apache/hive/kafka/SingleNodeKafkaCluster.java b/itests/qtest-druid/src/main/java/org/apache/hive/kafka/SingleNodeKafkaCluster.java
index 746830a9a6b8..528b8a6649c2 100644
--- a/itests/qtest-druid/src/main/java/org/apache/hive/kafka/SingleNodeKafkaCluster.java
+++ b/itests/qtest-druid/src/main/java/org/apache/hive/kafka/SingleNodeKafkaCluster.java
@@ -19,7 +19,7 @@
 package org.apache.hive.kafka;
 
 import kafka.server.KafkaConfig;
-import kafka.server.KafkaServerStartable;
+import kafka.server.KafkaServer;
 
 import org.apache.commons.io.FileUtils;
 import org.apache.hadoop.service.AbstractService;
@@ -29,6 +29,7 @@
 import org.apache.kafka.clients.producer.ProducerRecord;
 import org.apache.kafka.common.serialization.ByteArraySerializer;
 import org.apache.kafka.common.serialization.StringSerializer;
+import org.apache.kafka.common.utils.Time;
 
 import com.google.common.base.Throwables;
 import com.google.common.io.Files;
@@ -43,6 +44,7 @@
 import java.util.List;
 import java.util.Properties;
 import java.util.stream.IntStream;
+import scala.Option;
 
 /**
  * This class has the hooks to start and stop single node kafka cluster.
@@ -54,7 +56,7 @@ public class SingleNodeKafkaCluster extends AbstractService {
   private static final String LOCALHOST = "localhost";
 
 
-  private final KafkaServerStartable serverStartable;
+  private final KafkaServer server;
   private final int brokerPort;
   private final String kafkaServer;
 
@@ -94,13 +96,13 @@ public SingleNodeKafkaCluster(String name, String logDir, Integer zkPort, Intege
     properties.setProperty("transaction.state.log.min.isr", String.valueOf(1));
     properties.setProperty("log.cleaner.dedupe.buffer.size", "1048577");
 
-    this.serverStartable = new KafkaServerStartable(KafkaConfig.fromProps(properties));
+    this.server = new KafkaServer(KafkaConfig.fromProps(properties), Time.SYSTEM, Option.empty(), false);
   }
 
 
   @Override
   protected void serviceStart() throws Exception {
-    serverStartable.startup();
+    server.startup();
     log.info("Kafka Server Started on port {}", brokerPort);
 
   }
@@ -108,7 +110,7 @@ protected void serviceStart() throws Exception {
   @Override
   protected void serviceStop() throws Exception {
     log.info("Stopping Kafka Server");
-    serverStartable.shutdown();
+    server.shutdown();
     log.info("Kafka Server Stopped");
   }
 
diff --git a/kafka-handler/src/java/org/apache/hadoop/hive/kafka/HiveKafkaProducer.java b/kafka-handler/src/java/org/apache/hadoop/hive/kafka/HiveKafkaProducer.java
index 7a7d0360a015..72eeabbf1f8f 100644
--- a/kafka-handler/src/java/org/apache/hadoop/hive/kafka/HiveKafkaProducer.java
+++ b/kafka-handler/src/java/org/apache/hadoop/hive/kafka/HiveKafkaProducer.java
@@ -33,6 +33,7 @@
 import org.apache.kafka.common.PartitionInfo;
 import org.apache.kafka.common.TopicPartition;
 import org.apache.kafka.common.errors.ProducerFencedException;
+import org.apache.kafka.common.Uuid;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -44,6 +45,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Properties;
+import java.util.Set;
 import java.util.concurrent.Future;
 
 /**
@@ -67,6 +69,11 @@ class HiveKafkaProducer<K, V> implements Producer<K, V> {
     kafkaProducer = new KafkaProducer<>(properties);
   }
 
+  @Override
+  public Uuid clientInstanceId(Duration timeout) {
+    throw new UnsupportedOperationException();
+  }
+
   @Override public void initTransactions() {
     kafkaProducer.initTransactions();
   }
@@ -138,11 +145,11 @@ synchronized void resumeTransaction(long producerId, short epoch) {
 
     Object transactionManager = getValue(kafkaProducer, "transactionManager");
 
-    Object topicPartitionBookkeeper = getValue(transactionManager, "topicPartitionBookkeeper");
+    Object txnPartitionMap = getValue(transactionManager, "txnPartitionMap");
     invoke(transactionManager,
         "transitionTo",
         getEnum("org.apache.kafka.clients.producer.internals.TransactionManager$State.INITIALIZING"));
-    invoke(topicPartitionBookkeeper, "reset");
+    invoke(txnPartitionMap, "reset");
     Object producerIdAndEpoch = getValue(transactionManager, "producerIdAndEpoch");
     setValue(producerIdAndEpoch, "producerId", producerId);
     setValue(producerIdAndEpoch, "epoch", epoch);
@@ -181,10 +188,15 @@ short getEpoch() {
    */
   private void flushNewPartitions() {
     LOG.info("Flushing new partitions");
-    TransactionalRequestResult result = enqueueNewPartitions();
-    Object sender = getValue(kafkaProducer, "sender");
-    invoke(sender, "wakeup");
-    result.await();
+    Object transactionManager = getValue(kafkaProducer, "transactionManager");
+    Set<TopicPartition> newPartitionsInTransaction =
+            (Set<TopicPartition>) getValue(transactionManager, "newPartitionsInTransaction");
+    if (!newPartitionsInTransaction.isEmpty()) {
+      TransactionalRequestResult result = enqueueNewPartitions();
+      Object sender = getValue(kafkaProducer, "sender");
+      invoke(sender, "wakeup");
+      result.await();
+    }
   }
 
   private synchronized TransactionalRequestResult enqueueNewPartitions() {
diff --git a/kafka-handler/src/java/org/apache/hadoop/hive/kafka/KafkaRecordIterator.java b/kafka-handler/src/java/org/apache/hadoop/hive/kafka/KafkaRecordIterator.java
index 74614dea9168..66784d28cbb1 100644
--- a/kafka-handler/src/java/org/apache/hadoop/hive/kafka/KafkaRecordIterator.java
+++ b/kafka-handler/src/java/org/apache/hadoop/hive/kafka/KafkaRecordIterator.java
@@ -140,7 +140,7 @@ class KafkaRecordIterator implements Iterator<ConsumerRecord<byte[], byte[]>> {
       }
     } else {
       // case seek to beginning of stream
-      consumer.seekToBeginning(Collections.singleton(topicPartition));
+      consumer.seekToBeginning(topicPartitionList);
       // seekToBeginning is lazy thus need to call position() or poll(0)
       this.startOffset = consumer.position(topicPartition);
       LOG.info("Consumer at beginning of topic partition [{}], current start offset [{}]",
diff --git a/kafka-handler/src/test/org/apache/hadoop/hive/kafka/HiveKafkaProducerTest.java b/kafka-handler/src/test/org/apache/hadoop/hive/kafka/HiveKafkaProducerTest.java
index 8c9ed5f99b19..934e8eb30fba 100644
--- a/kafka-handler/src/test/org/apache/hadoop/hive/kafka/HiveKafkaProducerTest.java
+++ b/kafka-handler/src/test/org/apache/hadoop/hive/kafka/HiveKafkaProducerTest.java
@@ -25,6 +25,7 @@
 import org.apache.kafka.clients.consumer.KafkaConsumer;
 import org.apache.kafka.clients.producer.ProducerConfig;
 import org.apache.kafka.clients.producer.ProducerRecord;
+import org.apache.kafka.clients.consumer.OffsetAndMetadata;
 import org.apache.kafka.common.TopicPartition;
 import org.apache.kafka.common.serialization.ByteArrayDeserializer;
 import org.apache.kafka.common.serialization.ByteArraySerializer;
@@ -158,7 +159,9 @@
   @Test(expected = org.apache.kafka.common.KafkaException.class) public void testWrongEpochAndId() {
     HiveKafkaProducer secondProducer = new HiveKafkaProducer(producerProperties);
     secondProducer.resumeTransaction(3434L, (short) 12);
-    secondProducer.sendOffsetsToTransaction(ImmutableMap.of(), "__dummy_consumer_group");
+    secondProducer.sendOffsetsToTransaction(Collections.singletonMap(
+            new TopicPartition("dummy_topic", 0),
+            new OffsetAndMetadata(0L)), "__dummy_consumer_group");
     secondProducer.close(Duration.ZERO);
   }
 
@@ -169,7 +172,9 @@
     producer.close(Duration.ZERO);
     HiveKafkaProducer secondProducer = new HiveKafkaProducer(producerProperties);
     secondProducer.resumeTransaction(pid, (short) 12);
-    secondProducer.sendOffsetsToTransaction(ImmutableMap.of(), "__dummy_consumer_group");
+    secondProducer.sendOffsetsToTransaction(Collections.singletonMap(
+            new TopicPartition("dummy_topic", 0),
+            new OffsetAndMetadata(0L)), "__dummy_consumer_group");
     secondProducer.close(Duration.ZERO);
   }
 
@@ -180,7 +185,9 @@
     producer.close(Duration.ZERO);
     HiveKafkaProducer secondProducer = new HiveKafkaProducer(producerProperties);
     secondProducer.resumeTransaction(45L, epoch);
-    secondProducer.sendOffsetsToTransaction(ImmutableMap.of(), "__dummy_consumer_group");
+    secondProducer.sendOffsetsToTransaction(Collections.singletonMap(
+            new TopicPartition("dummy_topic", 0),
+            new OffsetAndMetadata(0L)), "__dummy_consumer_group");
     secondProducer.close(Duration.ZERO);
   }
 }
diff --git a/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaBrokerResource.java b/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaBrokerResource.java
index e2f8bbafe016..84a79edeca07 100644
--- a/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaBrokerResource.java
+++ b/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaBrokerResource.java
@@ -26,7 +26,7 @@
 import kafka.zk.EmbeddedZookeeper;
 import org.apache.commons.io.FileUtils;
 import org.apache.hadoop.hive.common.IPStackUtils;
-import org.apache.kafka.common.network.Mode;
+import org.apache.kafka.common.network.ConnectionMode;
 import org.apache.kafka.common.utils.Time;
 import org.apache.kafka.test.TestSslUtils;
 import org.junit.rules.ExternalResource;
@@ -41,6 +41,7 @@
 import java.util.Map;
 import java.util.Properties;
 import java.util.stream.Collectors;
+import scala.Option;
 
 /**
  * Test Helper Class to start and stop a kafka broker.
@@ -106,7 +107,8 @@ KafkaBrokerResource enableSASL(String principal, String keytab) {
       brokerProps.setProperty("listener.name.l2.gssapi.sasl.jaas.config", jaasConfig);
       brokerProps.setProperty("listener.name.l3.gssapi.sasl.jaas.config", jaasConfig);
       truststoreFile = File.createTempFile("kafka_truststore", "jks");
-      brokerProps.putAll(new TestSslUtils.SslConfigsBuilder(Mode.SERVER).createNewTrustStore(truststoreFile).build());
+      brokerProps.putAll(new TestSslUtils.SslConfigsBuilder(ConnectionMode.SERVER)
+              .createNewTrustStore(truststoreFile).build());
       brokerProps.setProperty("delegation.token.master.key", "AnyValueShouldDoHereItDoesntMatter");
     }
     brokerProps.setProperty("offsets.topic.replication.factor", "1");
@@ -116,9 +118,9 @@ KafkaBrokerResource enableSASL(String principal, String keytab) {
     kafkaServer = TestUtils.createServer(config, Time.SYSTEM);
     kafkaServer.startup();
     kafkaServer.zkClient();
-    adminZkClient = new AdminZkClient(kafkaServer.zkClient());
+    adminZkClient = new AdminZkClient(kafkaServer.zkClient(), Option.empty());
     LOG.info("Creating kafka TOPIC [{}]", TOPIC);
-    adminZkClient.createTopic(TOPIC, 1, 1, new Properties(), RackAwareMode.Disabled$.MODULE$);
+    adminZkClient.createTopic(TOPIC, 1, 1, new Properties(), RackAwareMode.Disabled$.MODULE$, false);
   }
 
   /**
diff --git a/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaRecordIteratorTest.java b/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaRecordIteratorTest.java
index b2dbf12817e5..3df2c8c4231a 100644
--- a/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaRecordIteratorTest.java
+++ b/kafka-handler/src/test/org/apache/hadoop/hive/kafka/KafkaRecordIteratorTest.java
@@ -44,6 +44,7 @@
 
 import javax.annotation.Nullable;
 import java.nio.charset.Charset;
+import java.time.Duration;
 import java.util.Arrays;
 import java.util.Iterator;
 import java.util.List;
@@ -304,7 +305,7 @@ private static void sendData(List<ConsumerRecord<byte[], byte[]>> recordList, @N
   @After public void tearDown() {
     this.kafkaRecordIterator = null;
     if (this.consumer != null) {
-      this.consumer.close();
+      this.consumer.close(Duration.ZERO);
     }
   }
 
diff --git a/pom.xml b/pom.xml
index 0b6e318a1dd3..e4a248b83483 100644
--- a/pom.xml
+++ b/pom.xml
@@ -172,7 +172,7 @@
     <junit.version>4.13.2</junit.version>
     <junit.jupiter.version>5.13.3</junit.jupiter.version>
     <junit.vintage.version>5.13.3</junit.vintage.version>
-    <kafka.version>2.5.0</kafka.version>
+    <kafka.version>3.9.1</kafka.version>
     <kryo.version>5.5.0</kryo.version>
     <reflectasm.version>1.11.9</reflectasm.version>
     <kudu.version>1.17.0</kudu.version>