diff --git a/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/jdbc/DataSourceHealthIndicatorTests.java b/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/jdbc/DataSourceHealthIndicatorTests.java
index 6e7352e08f..c7af6e5e1f 100644
--- a/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/jdbc/DataSourceHealthIndicatorTests.java
+++ b/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/jdbc/DataSourceHealthIndicatorTests.java
@@ -52,7 +52,7 @@ class DataSourceHealthIndicatorTests {
 
 	@BeforeEach
 	void init() {
-		EmbeddedDatabaseConnection db = EmbeddedDatabaseConnection.HSQL;
+		EmbeddedDatabaseConnection db = EmbeddedDatabaseConnection.HSQLDB;
 		this.dataSource = new SingleConnectionDataSource(db.getUrl("testdb") + ";shutdown=true", "sa", "", false);
 		this.dataSource.setDriverClassName(db.getDriverClassName());
 	}
diff --git a/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/liquibase/LiquibaseEndpointTests.java b/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/liquibase/LiquibaseEndpointTests.java
index 58bf4fa26c..caf9d3c43b 100644
--- a/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/liquibase/LiquibaseEndpointTests.java
+++ b/spring-boot-project/spring-boot-actuator/src/test/java/org/springframework/boot/actuate/liquibase/LiquibaseEndpointTests.java
@@ -163,7 +163,7 @@ class LiquibaseEndpointTests {
 
 		private DataSource createEmbeddedDatabase() {
 			return new EmbeddedDatabaseBuilder().generateUniqueName(true)
-					.setType(EmbeddedDatabaseConnection.HSQL.getType()).build();
+					.setType(EmbeddedDatabaseConnection.HSQLDB.getType()).build();
 		}
 
 		private SpringLiquibase createSpringLiquibase(String changeLog, DataSource dataSource) {
diff --git a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceAutoConfiguredIntegrationTests.java b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceAutoConfiguredIntegrationTests.java
index 98a8ec7b56..79f9cb7c5f 100644
--- a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceAutoConfiguredIntegrationTests.java
+++ b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceAutoConfiguredIntegrationTests.java
@@ -35,7 +35,7 @@ import static org.assertj.core.api.Assertions.assertThat;
  */
 @JdbcTest
 @AutoConfigureTestDatabase(replace = AutoConfigureTestDatabase.Replace.AUTO_CONFIGURED,
-		connection = EmbeddedDatabaseConnection.HSQL)
+		connection = EmbeddedDatabaseConnection.HSQLDB)
 class JdbcTestWithAutoConfigureTestDatabaseReplaceAutoConfiguredIntegrationTests {
 
 	@Autowired
diff --git a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceExplicitIntegrationTests.java b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceExplicitIntegrationTests.java
index 6804216558..ebd0c24550 100644
--- a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceExplicitIntegrationTests.java
+++ b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplaceExplicitIntegrationTests.java
@@ -37,7 +37,7 @@ import static org.assertj.core.api.Assertions.assertThat;
  * @author Stephane Nicoll
  */
 @JdbcTest
-@AutoConfigureTestDatabase(connection = EmbeddedDatabaseConnection.HSQL)
+@AutoConfigureTestDatabase(connection = EmbeddedDatabaseConnection.HSQLDB)
 class JdbcTestWithAutoConfigureTestDatabaseReplaceExplicitIntegrationTests {
 
 	@Autowired
diff --git a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAnyIntegrationTests.java b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAnyIntegrationTests.java
index e737e2f379..88657acf12 100644
--- a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAnyIntegrationTests.java
+++ b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAnyIntegrationTests.java
@@ -38,7 +38,7 @@ import static org.assertj.core.api.Assertions.assertThat;
  * @author Stephane Nicoll
  */
 @JdbcTest
-@AutoConfigureTestDatabase(connection = EmbeddedDatabaseConnection.HSQL)
+@AutoConfigureTestDatabase(connection = EmbeddedDatabaseConnection.HSQLDB)
 @TestPropertySource(properties = "spring.test.database.replace=ANY")
 class JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAnyIntegrationTests {
 
diff --git a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAutoConfiguredIntegrationTests.java b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAutoConfiguredIntegrationTests.java
index 2f20d40794..850f098a3b 100644
--- a/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAutoConfiguredIntegrationTests.java
+++ b/spring-boot-project/spring-boot-test-autoconfigure/src/test/java/org/springframework/boot/test/autoconfigure/jdbc/JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAutoConfiguredIntegrationTests.java
@@ -35,7 +35,7 @@ import static org.assertj.core.api.Assertions.assertThat;
  * @author Stephane Nicoll
  */
 @JdbcTest
-@AutoConfigureTestDatabase(connection = EmbeddedDatabaseConnection.HSQL)
+@AutoConfigureTestDatabase(connection = EmbeddedDatabaseConnection.HSQLDB)
 @TestPropertySource(properties = "spring.test.database.replace=AUTO_CONFIGURED")
 class JdbcTestWithAutoConfigureTestDatabaseReplacePropertyAutoConfiguredIntegrationTests {
 
diff --git a/spring-boot-project/spring-boot/src/main/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnection.java b/spring-boot-project/spring-boot/src/main/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnection.java
index 1148817a3d..d879aa9ab2 100644
--- a/spring-boot-project/spring-boot/src/main/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnection.java
+++ b/spring-boot-project/spring-boot/src/main/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnection.java
@@ -35,6 +35,7 @@ import org.springframework.util.ClassUtils;
  * @author Phillip Webb
  * @author Dave Syer
  * @author Stephane Nicoll
+ * @author Nidhi Desai
  * @since 1.0.0
  * @see #get(ClassLoader)
  */
@@ -58,6 +59,7 @@ public enum EmbeddedDatabaseConnection {
 
 	/**
 	 * HSQL Database Connection.
+	 * @deprecated since 2.4.0 in favor of {@link EmbeddedDatabaseConnection#HSQLDB}.
 	 */
 	@Deprecated
 	HSQL(EmbeddedDatabaseType.HSQL, DatabaseDriver.HSQLDB.getDriverClassName(), "org.hsqldb.jdbcDriver",
diff --git a/spring-boot-project/spring-boot/src/test/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnectionTests.java b/spring-boot-project/spring-boot/src/test/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnectionTests.java
index 45da7a7734..9155d293fe 100644
--- a/spring-boot-project/spring-boot/src/test/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnectionTests.java
+++ b/spring-boot-project/spring-boot/src/test/java/org/springframework/boot/jdbc/EmbeddedDatabaseConnectionTests.java
@@ -25,6 +25,7 @@ import static org.assertj.core.api.Assertions.assertThatIllegalArgumentException
  * Tests for {@link EmbeddedDatabaseConnection}.
  *
  * @author Stephane Nicoll
+ * @author Nidhi Desai
  */
 class EmbeddedDatabaseConnectionTests {
 
@@ -40,27 +41,26 @@ class EmbeddedDatabaseConnectionTests {
 				.isEqualTo("jdbc:derby:memory:myderbydb;create=true");
 	}
 
-	@Deprecated
 	@Test
+	@Deprecated
 	void hsqlCustomDatabaseName() {
 		assertThat(EmbeddedDatabaseConnection.HSQL.getUrl("myhsql")).isEqualTo("jdbc:hsqldb:mem:myhsql");
 	}
 
-	@Deprecated
 	@Test
+	@Deprecated
 	void getUrlWithNullDatabaseName() {
 		assertThatIllegalArgumentException().isThrownBy(() -> EmbeddedDatabaseConnection.HSQL.getUrl(null))
 				.withMessageContaining("DatabaseName must not be empty");
 	}
 
-	@Deprecated
 	@Test
+	@Deprecated
 	void getUrlWithEmptyDatabaseName() {
 		assertThatIllegalArgumentException().isThrownBy(() -> EmbeddedDatabaseConnection.HSQL.getUrl("  "))
 				.withMessageContaining("DatabaseName must not be empty");
 	}
 
-// HSQLDB connection tests added
 	@Test
 	void hsqldbCustomDatabaseName() {
 		assertThat(EmbeddedDatabaseConnection.HSQLDB.getUrl("myhsqldb")).isEqualTo("jdbc:hsqldb:mem:myhsqldb");