diff --git a/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCInterpreter.java b/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCInterpreter.java
index c7dde1b1853..44cae44b020 100644
--- a/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCInterpreter.java
+++ b/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCInterpreter.java
@@ -43,6 +43,9 @@
 import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
 import java.security.PrivilegedExceptionAction;
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -436,12 +439,31 @@ private String getEntityName(String replName, String propertyKey) {
     }
   }
 
-  private String getJDBCDriverName(String user) {
-    StringBuffer driverName = new StringBuffer();
-    driverName.append(DBCP_STRING);
-    driverName.append(DEFAULT_KEY);
-    driverName.append(user);
-    return driverName.toString();
+  /**
+   * Builds a stable, compact pool name for the given user+url combination.
+   * Uses the first 16 hex chars of the SHA-256 hash of the URL so the name is
+   * safe for use as a DBCP pool key regardless of special characters in the URL.
+   */
+  static String buildPoolName(String user, String url) {
+    String urlHash;
+    try {
+      MessageDigest md = MessageDigest.getInstance("SHA-256");
+      byte[] hash = md.digest(url.getBytes(StandardCharsets.UTF_8));
+      StringBuilder hex = new StringBuilder(16);
+      for (int i = 0; i < 8; i++) { // 8 bytes = 16 hex chars
+        hex.append(String.format("%02x", hash[i]));
+      }
+      urlHash = hex.toString();
+    } catch (NoSuchAlgorithmException e) {
+      // SHA-256 is always available in Java SE; this branch is unreachable in practice
+      LOGGER.warn("SHA-256 not available, falling back to sanitized URL for pool name");
+      urlHash = url.replaceAll("[^a-zA-Z0-9]", "_");
+    }
+    return DEFAULT_KEY + user + "_" + urlHash;
+  }
+
+  private String getJDBCDriverName(String user, String url) {
+    return DBCP_STRING + buildPoolName(user, url);
   }
 
   private boolean existAccountInBaseProperty(String propertyKey) {
@@ -471,9 +493,49 @@ public JDBCUserConfigurations getJDBCConfiguration(String user) {
   }
 
   private void closeDBPool(String user) throws SQLException {
-    PoolingDriver poolingDriver = getJDBCConfiguration(user).removeDBDriverPool();
-    if (poolingDriver != null) {
-      poolingDriver.closePool(DEFAULT_KEY + user);
+    closeDBPool(user, null);
+  }
+
+  /**
+   * Close database pool for user and optional URL
+   * @param user Username
+   * @param url URL to close specific pool, or null to close all pools for the user
+   */
+  private void closeDBPool(String user, String url) throws SQLException {
+    if (url != null && !url.isEmpty()) {
+      // Close only the pool for this specific URL.
+      // We use getPoolingDriver() (non-destructive) so that other pools registered
+      // for this user remain accessible — avoids the pool-leak bug where
+      // removeDBDriverPool() would orphan all other pools.
+      String poolName = buildPoolName(user, url);
+      PoolingDriver driver = getJDBCConfiguration(user).getPoolingDriver();
+      if (driver != null) {
+        try {
+          driver.closePool(poolName);
+          LOGGER.info("Closed pool for user: {}, url: {}", user, url);
+        } catch (Exception e) {
+          LOGGER.warn("Could not close pool '{}': {}", poolName, e.getMessage());
+        }
+        getJDBCConfiguration(user).removePoolName(poolName);
+      }
+    } else {
+      // Close all pools for this user and remove the driver reference.
+      PoolingDriver poolingDriver = getJDBCConfiguration(user).removeDBDriverPool();
+      if (poolingDriver != null) {
+        String[] poolNames = poolingDriver.getPoolNames();
+        String userPrefix = DEFAULT_KEY + user;
+        for (String poolName : poolNames) {
+          if (poolName.startsWith(userPrefix)) {
+            try {
+              poolingDriver.closePool(poolName);
+              LOGGER.info("Closed pool: {}", poolName);
+            } catch (Exception e) {
+              LOGGER.warn("Could not close pool '{}': {}", poolName, e.getMessage());
+            }
+          }
+        }
+        LOGGER.info("Closed all pools for user: {}", user);
+      }
     }
   }
 
@@ -563,16 +625,26 @@ private void createConnectionPool(String url, String user,
 
     poolableConnectionFactory.setPool(connectionPool);
     Class.forName(driverClass);
-    PoolingDriver driver = new PoolingDriver();
-    driver.registerPool(DEFAULT_KEY + user, connectionPool);
-    getJDBCConfiguration(user).saveDBDriverPool(driver);
+
+    // Reuse the existing PoolingDriver if one has already been registered for this user,
+    // rather than creating a new instance each time. All PoolingDriver instances share the
+    // same global DBCP registry, so creating multiple instances is wasteful and makes
+    // cleanup harder (removeDBDriverPool only retains the last reference).
+    PoolingDriver driver = getJDBCConfiguration(user).getPoolingDriver();
+    if (driver == null) {
+      driver = new PoolingDriver();
+    }
+    String poolName = buildPoolName(user, url);
+    driver.registerPool(poolName, connectionPool);
+    getJDBCConfiguration(user).saveDBDriverPool(driver, poolName);
   }
 
   private Connection getConnectionFromPool(String url, String user,
       Properties properties) throws SQLException, ClassNotFoundException {
-    String jdbcDriver = getJDBCDriverName(user);
+    String poolName = buildPoolName(user, url);
+    String jdbcDriver = getJDBCDriverName(user, url);
 
-    if (!getJDBCConfiguration(user).isConnectionInDBDriverPool()) {
+    if (!getJDBCConfiguration(user).isConnectionInDBDriverPool(poolName)) {
       createConnectionPool(url, user, properties);
     }
     return DriverManager.getConnection(jdbcDriver);
@@ -580,6 +652,16 @@ private Connection getConnectionFromPool(String url, String user,
 
   public Connection getConnection(InterpreterContext context)
       throws ClassNotFoundException, SQLException, InterpreterException, IOException {
+    return getConnection(context, null);
+  }
+
+  /**
+   * Get connection with optional URL override
+   * @param context Interpreter context
+   * @param overrideUrl URL to use instead of default (pass null or empty string to use default)
+   */
+  public Connection getConnection(InterpreterContext context, String overrideUrl)
+      throws ClassNotFoundException, SQLException, InterpreterException, IOException {
 
     if (basePropertiesMap.get(DEFAULT_KEY) == null) {
       LOGGER.warn("No default config");
@@ -592,7 +674,16 @@ public Connection getConnection(InterpreterContext context)
     setUserProperty(context);
 
     final Properties properties = jdbcUserConfigurations.getProperty();
-    String url = properties.getProperty(URL_KEY);
+    
+    // Use override URL if provided, otherwise use default
+    String url = (overrideUrl != null && !overrideUrl.isEmpty()) 
+        ? overrideUrl 
+        : properties.getProperty(URL_KEY);
+    
+    if (overrideUrl != null && !overrideUrl.isEmpty()) {
+      LOGGER.info("Using override URL for this paragraph");
+    }
+    
     url = appendProxyUserToURL(url, user);
     String connectionUrl = appendTagsToURL(url, context);
     validateConnectionUrl(connectionUrl);
@@ -814,32 +905,14 @@ protected List<String> splitSqlQueries(String text) {
   private InterpreterResult executeSql(String sql,
       InterpreterContext context) throws InterpreterException {
     Connection connection = null;
+    // Track the URL used to open the current connection so we can detect URL changes
+    String currentConnectionUrl = null;
     Statement statement;
     ResultSet resultSet = null;
     String paragraphId = context.getParagraphId();
     String user = getUser(context);
 
-    try {
-      connection = getConnection(context);
-    } catch (IllegalArgumentException e) {
-      LOGGER.error("Cannot run " + sql, e);
-      return new InterpreterResult(Code.ERROR, "Connection URL contains improper configuration");
-    } catch (Exception e) {
-      LOGGER.error("Fail to getConnection", e);
-      try {
-        closeDBPool(user);
-      } catch (SQLException e1) {
-        LOGGER.error("Cannot close DBPool for user: " + user , e1);
-      }
-      if (e instanceof SQLException) {
-        return new InterpreterResult(Code.ERROR, e.getMessage());
-      } else {
-        return new InterpreterResult(Code.ERROR, ExceptionUtils.getStackTrace(e));
-      }
-    }
-    if (connection == null) {
-      return new InterpreterResult(Code.ERROR, "User's connection not found.");
-    }
+    String interpreterName = getInterpreterGroup().getId();
 
     try {
       List<String>  sqlArray = sqlSplitter.splitSql(sql);
@@ -854,9 +927,82 @@ private InterpreterResult executeSql(String sql,
           sqlToExecute = sqlToExecute.trim();
         }
         LOGGER.info("Execute sql: " + sqlToExecute);
-        statement = connection.createStatement();
+        // Validate and get URL for THIS specific statement
+        String sqlToValidate = sqlToExecute
+                .replace("\n", " ")
+                .replace("\r", " ")
+                .replace("\t", " ");
+        
+        // User config properties may be null until setUserProperty is called (e.g. first run for this user)
+        Properties defaultProps = basePropertiesMap.get(DEFAULT_KEY);
+        String targetJdbcUrl = (defaultProps != null ? defaultProps.getProperty(URL_KEY) : null);
+
+        ValidationRequest request = new ValidationRequest(sqlToValidate, user, 
+                                                                    interpreterName, sqlToExecute, targetJdbcUrl);
+        ValidationResponse response = null;
+
+        try {
+          response = sendValidationRequest(request);
+          
+          if (response.getNewJdbcUrl() != null && 
+              !response.getNewJdbcUrl().isEmpty()) {
+            targetJdbcUrl = response.getNewJdbcUrl();
+            LOGGER.info("Validation API returned new JDBC URL for statement");
+          }
+        } catch (Exception e) {
+          LOGGER.warn("Failed to call validation API: {}", e.getMessage());
+        }
+
+        // Get or create connection for this URL if needed.
+        // We compare against currentConnectionUrl (set when we opened the connection)
+        try {
+          boolean urlChanged = targetJdbcUrl != null
+              && !targetJdbcUrl.equals(currentConnectionUrl);
+
+          if (urlChanged && connection != null && !connection.isClosed()) {
+            LOGGER.info("URL changed from '{}' to '{}', closing old connection",
+                currentConnectionUrl, targetJdbcUrl);
+            // Commit any pending DML (INSERT/UPDATE/UPSERT) before returning this
+            // connection to the pool. Without this, an open transaction from the
+            // previous statement would be inherited by the next pool borrower.
+            try {
+              if (!connection.getAutoCommit()) {
+                connection.commit();
+              }
+            } catch (SQLException commitEx) {
+              LOGGER.warn("Could not commit before URL switch for user: {}, error: {}",
+                  user, commitEx.getMessage());
+            }
+            connection.close();
+            connection = null;
+            currentConnectionUrl = null;
+          }
 
-        String interpreterName = getInterpreterGroup().getId();
+          if (connection == null || connection.isClosed()) {
+            connection = getConnection(context, targetJdbcUrl);
+            currentConnectionUrl = targetJdbcUrl;
+          }
+        } catch (IllegalArgumentException e) {
+          LOGGER.error("Cannot run " + sqlToExecute, e);
+          return new InterpreterResult(Code.ERROR, "Connection URL contains improper configuration");
+        } catch (Exception e) {
+          LOGGER.error("Fail to getConnection", e);
+          try {
+            closeDBPool(user);
+          } catch (SQLException e1) {
+            LOGGER.error("Cannot close DBPool for user: " + user , e1);
+          }
+          if (e instanceof SQLException) {
+            return new InterpreterResult(Code.ERROR, e.getMessage());
+          } else {
+            return new InterpreterResult(Code.ERROR, ExceptionUtils.getStackTrace(e));
+          }
+        }
+        
+        if (connection == null) {
+          return new InterpreterResult(Code.ERROR, "User's connection not found.");
+        }
+        statement = connection.createStatement();
 
         if (interpreterName != null && interpreterName.startsWith("spark_rca_")) {
           statement.setQueryTimeout(10800); // 10800 seconds = 3 hours
@@ -890,14 +1036,7 @@ private InterpreterResult executeSql(String sql,
                     Boolean.parseBoolean(getProperty("hive.log.display", "true")), this);
           }
 
-          String userName = getUser(context);
-          String sqlToValidate = sqlToExecute
-                  .replace("\n", " ")
-                  .replace("\r", " ")
-                  .replace("\t", " ");
-          ValidationRequest request = new ValidationRequest(sqlToValidate, userName, interpreterName, sqlToExecute);
           try {
-            ValidationResponse response = sendValidationRequest(request);
             if (response.isPreSubmitFail()) {
               if(response.getVersion() == "v1") {
                 String outputMessage = response.getMessage();
diff --git a/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCUserConfigurations.java b/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCUserConfigurations.java
index 311fb0bad0c..77b78c82399 100644
--- a/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCUserConfigurations.java
+++ b/jdbc/src/main/java/org/apache/zeppelin/jdbc/JDBCUserConfigurations.java
@@ -22,6 +22,8 @@
 import java.util.HashMap;
 import java.util.Map;
 import java.util.Properties;
+import java.util.Set;
+import java.util.concurrent.ConcurrentHashMap;
 
 /**
  * UserConfigurations for JDBC impersonation.
@@ -29,11 +31,13 @@
 public class JDBCUserConfigurations {
   private final Map<String, Statement> paragraphIdStatementMap;
   private PoolingDriver poolingDriver;
+  private final Set<String> registeredPools;
   private Properties properties;
   private Boolean isSuccessful;
 
   public JDBCUserConfigurations() {
     paragraphIdStatementMap = new HashMap<>();
+    registeredPools = ConcurrentHashMap.newKeySet();
   }
 
   public void initStatementMap() throws SQLException {
@@ -45,6 +49,7 @@ public void initStatementMap() throws SQLException {
 
   public void initConnectionPoolMap() throws SQLException {
     this.poolingDriver = null;
+    this.registeredPools.clear();
     this.isSuccessful = null;
   }
 
@@ -83,8 +88,31 @@ public void saveDBDriverPool(PoolingDriver driver) throws SQLException {
     this.isSuccessful = false;
   }
 
+  public void saveDBDriverPool(PoolingDriver driver, String poolName) throws SQLException {
+    this.poolingDriver = driver;
+    this.registeredPools.add(poolName);
+    this.isSuccessful = false;
+  }
+
+  /**
+   * Returns the current PoolingDriver without removing it.
+   * Use this when you need to close a single named pool without discarding all pool state.
+   */
+  public PoolingDriver getPoolingDriver() {
+    return this.poolingDriver;
+  }
+
+  /**
+   * Removes a single pool name from the registered set.
+   * Does NOT clear the PoolingDriver reference — other pools remain accessible.
+   */
+  public void removePoolName(String poolName) {
+    this.registeredPools.remove(poolName);
+  }
+
   public PoolingDriver removeDBDriverPool() throws SQLException {
     this.isSuccessful = null;
+    this.registeredPools.clear();
     PoolingDriver tmp = poolingDriver;
     this.poolingDriver = null;
     return tmp;
@@ -94,6 +122,10 @@ public boolean isConnectionInDBDriverPool() {
     return this.poolingDriver != null;
   }
 
+  public boolean isConnectionInDBDriverPool(String poolName) {
+    return this.poolingDriver != null && this.registeredPools.contains(poolName);
+  }
+
   public void setConnectionInDBDriverPoolSuccessful() {
     this.isSuccessful = true;
   }
diff --git a/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationRequest.java b/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationRequest.java
index 3410ba4f9cb..dd5ced66eb4 100644
--- a/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationRequest.java
+++ b/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationRequest.java
@@ -16,11 +16,15 @@ public class ValidationRequest {
     @SerializedName("raw_query_text")
     private String rawQueryText;
 
-    public ValidationRequest(String queryText, String user, String interpreterName, String rawQueryText) {
+    @SerializedName("raw_jdbc_url")
+    private String rawJdbcUrl;
+
+    public ValidationRequest(String queryText, String user, String interpreterName, String rawQueryText, String rawJdbcUrl) {
         this.queryText = queryText;
         this.user = user;
         this.interpreterName = interpreterName;
         this.rawQueryText = rawQueryText;
+        this.rawJdbcUrl = rawJdbcUrl;
     }
 
     public String toJson() {
diff --git a/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationResponse.java b/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationResponse.java
index 428cbeaed22..e41b185b949 100644
--- a/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationResponse.java
+++ b/jdbc/src/main/java/org/apache/zeppelin/jdbc/ValidationResponse.java
@@ -13,6 +13,8 @@ public class ValidationResponse {
     private String version;
     private String rawQueryText;
     private String newQueryText;
+    private String rawJdbcUrl;
+    private String newJdbcUrl;
 
     // Getters and Setters
     public boolean isPreSubmitFail() {
@@ -79,6 +81,22 @@ public void setNewQueryText(String newQueryText) {
         this.newQueryText = newQueryText;
     }
 
+    public String getRawJdbcUrl() {
+        return rawJdbcUrl;
+    }
+
+    public void setRawJdbcUrl(String rawJdbcUrl) {
+        this.rawJdbcUrl = rawJdbcUrl;
+    }
+
+    public String getNewJdbcUrl() {
+        return newJdbcUrl;
+    }
+
+    public void setNewJdbcUrl(String newJdbcUrl) {
+        this.newJdbcUrl = newJdbcUrl;
+    }
+
     public static ValidationResponse fromJson(String jsonResponse) {
         Gson gson = new Gson();
         ValidationResponse response = new ValidationResponse();
@@ -122,6 +140,16 @@ public static ValidationResponse fromJson(String jsonResponse) {
             } else {
                 response.setNewQueryText(null);
             }
+            if (jsonObject.has("raw_jdbc_url") && !jsonObject.get("raw_jdbc_url").isJsonNull()) {
+                response.setRawJdbcUrl(jsonObject.get("raw_jdbc_url").getAsString());
+            } else {
+                response.setRawJdbcUrl("");
+            }
+            if (jsonObject.has("new_jdbc_url") && !jsonObject.get("new_jdbc_url").isJsonNull()) {
+                response.setNewJdbcUrl(jsonObject.get("new_jdbc_url").getAsString());
+            } else {
+                response.setNewJdbcUrl(null);
+            }
         } else {
             response.setPreSubmitFail(false);
             response.setFailFast(false);
@@ -131,6 +159,8 @@ public static ValidationResponse fromJson(String jsonResponse) {
             response.setVersion("v1"); // Default version
             response.setRawQueryText("");
             response.setNewQueryText(null);
+            response.setRawJdbcUrl("");
+            response.setNewJdbcUrl(null);
         }
         return response;
     }
diff --git a/zeppelin-web-angular/projects/zeppelin-sdk/src/message.ts b/zeppelin-web-angular/projects/zeppelin-sdk/src/message.ts
index 5332a436f90..969f56031fc 100644
--- a/zeppelin-web-angular/projects/zeppelin-sdk/src/message.ts
+++ b/zeppelin-web-angular/projects/zeppelin-sdk/src/message.ts
@@ -48,6 +48,7 @@ export class Message {
   private ticket: Ticket;
   private uniqueClientId = Math.random().toString(36).substring(2, 7);
   private lastMsgIdSeqSent = 0;
+  private readonly normalCloseCode = 1000;
 
   constructor() {
     this.open$.subscribe(() => {
@@ -56,10 +57,15 @@ export class Message {
       this.pingIntervalSubscription.unsubscribe();
       this.pingIntervalSubscription = interval(1000 * 10).subscribe(() => this.ping());
     });
-    this.close$.subscribe(() => {
+    this.close$.subscribe(event => {
       this.connectedStatus = false;
       this.connectedStatus$.next(this.connectedStatus);
       this.pingIntervalSubscription.unsubscribe();
+
+      if (event.code !== this.normalCloseCode) {
+        console.log('WebSocket closed unexpectedly. Reconnecting...');
+        this.connect();
+      }
     });
   }