diff -u b/core/lib/Drupal/Core/Cache/DatabaseBackend.php b/core/lib/Drupal/Core/Cache/DatabaseBackend.php
--- b/core/lib/Drupal/Core/Cache/DatabaseBackend.php
+++ b/core/lib/Drupal/Core/Cache/DatabaseBackend.php
@@ -203,13 +203,18 @@
    * Implements Drupal\Core\Cache\CacheBackendInterface::deleteMultiple().
    */
   public function deleteMultiple(array $cids) {
-    // Delete in chunks when a large array is passed.
-    do {
-      $this->connection->delete($this->bin)
-        ->condition('cid', array_splice($cids, 0, 1000), 'IN')
-        ->execute();
+    try {
+      // Delete in chunks when a large array is passed.
+      do {
+        $this->connection->delete($this->bin)
+          ->condition('cid', array_splice($cids, 0, 1000), 'IN')
+          ->execute();
+      }
+      while (count($cids));
+    }
+    catch (\Exception $e) {
+      $this->catchException($e);
     }
-    while (count($cids));
   }
 
   /**