diff --git a/core/modules/views/src/Plugin/views/cache/CachePluginBase.php b/core/modules/views/src/Plugin/views/cache/CachePluginBase.php
index bf5eb2a..23c917a 100644
--- a/core/modules/views/src/Plugin/views/cache/CachePluginBase.php
+++ b/core/modules/views/src/Plugin/views/cache/CachePluginBase.php
@@ -229,7 +229,7 @@ public function cacheGet($type) {
             // Load entities for each result.
             $this->view->query->loadEntities($this->view->result);
             $this->view->total_rows = $cache->data['total_rows'];
-            $this->view->setCurrentPage($cache->data['current_page']);
+            $this->view->setCurrentPage($cache->data['current_page'], TRUE);
             $this->view->execute_time = 0;
             return TRUE;
           }
diff --git a/core/modules/views/src/ViewExecutable.php b/core/modules/views/src/ViewExecutable.php
index d44f477..7c7d163 100644
--- a/core/modules/views/src/ViewExecutable.php
+++ b/core/modules/views/src/ViewExecutable.php
@@ -491,10 +491,20 @@ public function setArguments(array $args) {
 
   /**
    * Change/Set the current page for the pager.
+   *
+   * @param int $page
+   *   The current page.
+   * @param bool $keep_cacheability
+   *   (optional) Keep the cacheability, by default we mark the issue as not
+   *   cacheable. Defaults to FALSE.
    */
-  public function setCurrentPage($page) {
+  public function setCurrentPage($page, $keep_cacheability = FALSE) {
     $this->current_page = $page;
 
+    if (!$keep_cacheability) {
+      $this->element['#cache']['max-age'] = 0;
+    }
+
     // If the pager is already initialized, pass it through to the pager.
     if (!empty($this->pager)) {
       return $this->pager->setCurrentPage($page);
@@ -531,14 +541,24 @@ public function getItemsPerPage() {
 
   /**
    * Set the items per page on the pager.
+   *
+   * @param int $items_per_page
+   *   The items per page.
+   * @param bool $keep_cacheability
+   *   (optional) Keep the cacheability, by default we mark the issue as not
+   *   cacheable. Defaults to FALSE.
    */
-  public function setItemsPerPage($items_per_page) {
+  public function setItemsPerPage($items_per_page, $keep_cacheability = FALSE) {
     $this->items_per_page = $items_per_page;
 
     // If the pager is already initialized, pass it through to the pager.
     if (!empty($this->pager)) {
       $this->pager->setItemsPerPage($items_per_page);
     }
+
+    if (!$keep_cacheability) {
+      $this->element['#cache']['max-age'] = 0;
+    }
   }
 
   /**
@@ -557,14 +577,24 @@ public function getOffset() {
 
   /**
    * Set the offset on the pager.
+   *
+   * @param int $offset
+   *   The pager offset.
+   * @param bool $keep_cacheability
+   *   (optional) Keep the cacheability, by default we mark the issue as not
+   *   cacheable. Defaults to FALSE.
    */
-  public function setOffset($offset) {
+  public function setOffset($offset, $keep_cacheability = FALSE) {
     $this->offset = $offset;
 
     // If the pager is already initialized, pass it through to the pager.
     if (!empty($this->pager)) {
       $this->pager->setOffset($offset);
     }
+
+    if (!$keep_cacheability) {
+      $this->element['#cache']['max-age'] = 0;
+    }
   }
 
   /**
@@ -2363,7 +2393,7 @@ public function unserialize($serialized) {
 
     $this->setDisplay($current_display);
     $this->setArguments($args);
-    $this->setCurrentPage($current_page);
+    $this->setCurrentPage($current_page, TRUE);
     $this->setExposedInput($exposed_input);
     $this->exposed_data = $exposed_data;
     $this->exposed_raw_input = $exposed_raw_input;