diff --git a/kyuubi-util/src/main/java/org/apache/kyuubi/util/UuidUtils.java b/kyuubi-util/src/main/java/org/apache/kyuubi/util/UuidUtils.java
new file mode 100644
index 00000000000..6bd72d90da6
--- /dev/null
+++ b/kyuubi-util/src/main/java/org/apache/kyuubi/util/UuidUtils.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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.
+ */
+
+package org.apache.kyuubi.util;
+
+import java.nio.ByteBuffer;
+import java.nio.ByteOrder;
+import java.security.SecureRandom;
+import java.util.UUID;
+
+// Inspired by Apache Iceberg, see https://github.com/apache/iceberg/pull/14700 for details.
+public class UuidUtils {
+
+  private static final SecureRandom SECURE_RANDOM = new SecureRandom();
+
+  public static UUID generateUUIDv7() {
+    long epochMs = System.currentTimeMillis();
+    return generateUUIDv7(epochMs);
+  }
+
+  /**
+   * Generate a RFC 9562 UUIDv7.
+   *
+   * <p>Layout: - 48-bit Unix epoch milliseconds - 4-bit version (0b0111) - 12-bit random (rand_a) -
+   * 2-bit variant (RFC 4122, 0b10) - 62-bit random (rand_b)
+   *
+   * @param epochMs the number of milliseconds since midnight 1 Jan 1970 UTC, leap seconds excluded.
+   * @return a {@code UUID} constructed using the given {@code epochMs}
+   * @throws IllegalArgumentException if epochMs is negative or greater than {@code (1L << 48) - 1}
+   */
+  public static UUID generateUUIDv7(long epochMs) {
+    if ((epochMs >> 48) != 0) {
+      throw new IllegalArgumentException(
+          "Invalid timestamp: does not fit within 48 bits: " + epochMs);
+    }
+    // Draw 10 random bytes once: 2 bytes for rand_a (12 bits) and 8 bytes for rand_b (62 bits)
+    byte[] randomBytes = new byte[10];
+    SECURE_RANDOM.nextBytes(randomBytes);
+    ByteBuffer rb = ByteBuffer.wrap(randomBytes).order(ByteOrder.BIG_ENDIAN);
+    long randMSB = ((long) rb.getShort()) & 0x0FFFL; // 12 bits
+    long randLSB = rb.getLong() & 0x3FFFFFFFFFFFFFFFL; // 62 bits
+
+    long msb = (epochMs << 16); // place timestamp in the top 48 bits
+    msb |= 0x7000L; // version 7 (UUID bits 48..51)
+    msb |= randMSB; // low 12 bits of MSB
+
+    long lsb = 0x8000000000000000L; // RFC 4122 variant '10'
+    lsb |= randLSB;
+
+    return new UUID(msb, lsb);
+  }
+}
diff --git a/kyuubi-util/src/test/java/org/apache/kyuubi/util/UuidUtilsTest.java b/kyuubi-util/src/test/java/org/apache/kyuubi/util/UuidUtilsTest.java
new file mode 100644
index 00000000000..f97cf0e5c38
--- /dev/null
+++ b/kyuubi-util/src/test/java/org/apache/kyuubi/util/UuidUtilsTest.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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.
+ */
+
+package org.apache.kyuubi.util;
+
+import static org.junit.Assert.assertEquals;
+
+import java.util.UUID;
+import org.junit.Test;
+
+public class UuidUtilsTest {
+
+  @Test
+  public void generateUUIDv7() {
+    UUID uuid = UuidUtils.generateUUIDv7();
+    assertEquals(7, uuid.version());
+    assertEquals(2, uuid.variant());
+
+    // 48-bit long
+    long value = 0xFEDCBA987654L;
+    uuid = UuidUtils.generateUUIDv7(value);
+    assertEquals(7, uuid.version());
+    assertEquals(2, uuid.variant());
+  }
+
+  @Test(expected = IllegalArgumentException.class)
+  public void generateUUIDv7NegativeTimestamp() {
+    long value = -0xFEDCBA987654L;
+    UuidUtils.generateUUIDv7(value);
+  }
+
+  @Test(expected = IllegalArgumentException.class)
+  public void generateUUIDv7GreaterThan48BitsTimestamp() {
+    long value = 1L << 48;
+    UuidUtils.generateUUIDv7(value);
+  }
+}