diff --git a/zeppelin-web/src/app/notebook/notebook.controller.js b/zeppelin-web/src/app/notebook/notebook.controller.js
index d09a0b23b64..111d1c49feb 100644
--- a/zeppelin-web/src/app/notebook/notebook.controller.js
+++ b/zeppelin-web/src/app/notebook/notebook.controller.js
@@ -164,7 +164,7 @@ function NotebookCtrl ($scope, $route, $routeParams, $location, $rootScope,
     for (let i = 0; i < $scope.note.paragraphs.length; i++) {
       let paragraphId = $scope.note.paragraphs[i].id
       if (jQuery.contains(angular.element('#' + paragraphId + '_container')[0], clickEvent.target)) {
-        $scope.$broadcast('focusParagraph', paragraphId, 0, true)
+        $scope.$broadcast('focusParagraph', paragraphId, 0, null, true)
         break
       }
     }
@@ -504,7 +504,7 @@ function NotebookCtrl ($scope, $route, $routeParams, $location, $rootScope,
         para.focus = true
 
         // we need `$timeout` since angular DOM might not be initialized
-        $timeout(() => { $scope.$broadcast('focusParagraph', para.id, 0, false) })
+        $timeout(() => { $scope.$broadcast('focusParagraph', para.id, 0, null, false) })
       }
     })
   }
@@ -1180,6 +1180,92 @@ function NotebookCtrl ($scope, $route, $routeParams, $location, $rootScope,
    ** $scope.$on functions below
    */
 
+  $scope.$on('runAllAbove', function (event, paragraph, isNeedConfirm) {
+    let allParagraphs = $scope.note.paragraphs
+    let toRunParagraphs = []
+
+    for (let i = 0; allParagraphs[i] !== paragraph; i++) {
+      if (i === allParagraphs.length - 1) { return } // if paragraph not in array of all paragraphs
+      toRunParagraphs.push(allParagraphs[i])
+    }
+
+    const paragraphs = toRunParagraphs.map(p => {
+      return {
+        id: p.id,
+        title: p.title,
+        paragraph: p.text,
+        config: p.config,
+        params: p.settings.params
+      }
+    })
+
+    if (!isNeedConfirm) {
+      websocketMsgSrv.runAllParagraphs($scope.note.id, paragraphs)
+    } else {
+      BootstrapDialog.confirm({
+        closable: true,
+        title: '',
+        message: 'Run all above?',
+        callback: function (result) {
+          if (result) {
+            websocketMsgSrv.runAllParagraphs($scope.note.id, paragraphs)
+          }
+        }
+      })
+    }
+
+    $scope.saveCursorPosition(paragraph)
+  })
+
+  $scope.$on('runAllBelowAndCurrent', function (event, paragraph, isNeedConfirm) {
+    let allParagraphs = $scope.note.paragraphs
+    let toRunParagraphs = []
+
+    for (let i = allParagraphs.length - 1; allParagraphs[i] !== paragraph; i--) {
+      if (i < 0) { return } // if paragraph not in array of all paragraphs
+      toRunParagraphs.push(allParagraphs[i])
+    }
+
+    toRunParagraphs.push(paragraph)
+    toRunParagraphs.reverse()
+
+    const paragraphs = toRunParagraphs.map(p => {
+      return {
+        id: p.id,
+        title: p.title,
+        paragraph: p.text,
+        config: p.config,
+        params: p.settings.params
+      }
+    })
+
+    if (!isNeedConfirm) {
+      websocketMsgSrv.runAllParagraphs($scope.note.id, paragraphs)
+    } else {
+      BootstrapDialog.confirm({
+        closable: true,
+        title: '',
+        message: 'Run current and all below?',
+        callback: function (result) {
+          if (result) {
+            websocketMsgSrv.runAllParagraphs($scope.note.id, paragraphs)
+          }
+        }
+      })
+    }
+
+    $scope.saveCursorPosition(paragraph)
+  })
+
+  $scope.saveCursorPosition = function (paragraph) {
+    let angParagEditor = angular
+      .element('#' + paragraph.id + '_paragraphColumn_main')
+      .scope().editor
+    let col = angParagEditor.selection.lead.column
+    let row = angParagEditor.selection.lead.row
+    $scope.$broadcast('focusParagraph', paragraph.id, row + 1, col)
+  }
+
   $scope.$on('setConnectedStatus', function (event, param) {
     if (connectedOnce && param) {
       initNotebook()
diff --git a/zeppelin-web/src/app/notebook/paragraph/paragraph-control.html b/zeppelin-web/src/app/notebook/paragraph/paragraph-control.html
index d6599725cc0..0b4ca1e4d67 100644
--- a/zeppelin-web/src/app/notebook/paragraph/paragraph-control.html
+++ b/zeppelin-web/src/app/notebook/paragraph/paragraph-control.html
@@ -140,6 +140,24 @@
             Insert new
           </a>
         </li>
+        <li>
+          <a ng-click="runAllToThis(paragraph)" ng-hide="$first">
+            <span class="icon-action-redo shortcut-icon"
+                  style="position: relative; transform: rotate(-90deg); left: -4px;">
+            </span>
+            <span class="shortcut-keys">Ctrl+Shift+Enter</span>
+            Run all above
+          </a>
+        </li>
+        <li>
+          <a ng-click="runAllFromThis(paragraph)" ng-hide="$last">
+            <span class="icon-action-undo shortcut-icon"
+                  style="position: relative; transform: rotate(-90deg); left: -4px;">
+            </span>
+            <span class="shortcut-keys">Ctrl+Shift+Enter</span>
+             Run all below
+          </a>
+        </li>
         <li>
           <a ng-click="copyParagraph(getEditorValue())"><span class="fa fa-copy shortcut-icon"></span>
             <span class="shortcut-keys">Ctrl+Shift+C</span>
diff --git a/zeppelin-web/src/app/notebook/paragraph/paragraph.controller.js b/zeppelin-web/src/app/notebook/paragraph/paragraph.controller.js
index c5788416adf..d3ed3466e76 100644
--- a/zeppelin-web/src/app/notebook/paragraph/paragraph.controller.js
+++ b/zeppelin-web/src/app/notebook/paragraph/paragraph.controller.js
@@ -471,6 +471,43 @@ function ParagraphCtrl ($scope, $rootScope, $route, $window, $routeParams, $loca
     $scope.runParagraph($scope.getEditorValue(), false, false)
   }
 
+  $scope.runAllToThis = function(paragraph) {
+    $scope.$emit('runAllAbove', paragraph, true)
+  }
+
+  $scope.runAllFromThis = function(paragraph) {
+    $scope.$emit('runAllBelowAndCurrent', paragraph, true)
+  }
+
+  $scope.runAllToOrFromThis = function (paragraph) {
+    BootstrapDialog.show({
+      message: 'Run paragraphs:',
+      title: '',
+      buttons: [{
+        label: 'Close',
+        action: function(dialog) {
+          dialog.close()
+        }
+      },
+      {
+        label: 'Run all above',
+        cssClass: 'btn-primary',
+        action: function(dialog) {
+          $scope.$emit('runAllAbove', paragraph, false)
+          dialog.close()
+        }
+      },
+      {
+        label: 'Run current and all below',
+        cssClass: 'btn-primary',
+        action: function(dialog) {
+          $scope.$emit('runAllBelowAndCurrent', paragraph, false)
+          dialog.close()
+        }
+      }]
+    })
+  }
+
   $scope.turnOnAutoRun = function (paragraph) {
     paragraph.config.runOnSelectionChange = !paragraph.config.runOnSelectionChange
     commitParagraph(paragraph)
@@ -1446,8 +1483,10 @@ function ParagraphCtrl ($scope, $rootScope, $route, $window, $routeParams, $loca
         // move focus to next paragraph
         // $timeout stops chaining effect of focus propogation
         $timeout(() => $scope.$emit('moveFocusToNextParagraph', paragraphId))
-      } else if (keyEvent.shiftKey && keyCode === 13) { // Shift + Enter
+      } else if (!keyEvent.ctrlKey && keyEvent.shiftKey && keyCode === 13) { // Shift + Enter
         $scope.runParagraphFromShortcut($scope.getEditorValue())
+      } else if (keyEvent.ctrlKey && keyEvent.shiftKey && keyCode === 13) { // Ctrl + Shift + Enter
+        $scope.runAllToOrFromThis($scope.paragraph)
       } else if (keyEvent.ctrlKey && keyEvent.altKey && keyCode === 67) { // Ctrl + Alt + c
         $scope.cancelParagraph($scope.paragraph)
       } else if (keyEvent.ctrlKey && keyEvent.altKey && keyCode === 68) { // Ctrl + Alt + d
@@ -1500,7 +1539,10 @@ function ParagraphCtrl ($scope, $rootScope, $route, $window, $routeParams, $loca
     }
   })
 
-  $scope.$on('focusParagraph', function (event, paragraphId, cursorPos, mouseEvent) {
+  $scope.$on('focusParagraph', function (event, paragraphId, cursorPosRow, cursorPosCol, mouseEvent) {
+    if (cursorPosCol === null || cursorPosCol === undefined) {
+      cursorPosCol = 0
+    }
     if ($scope.paragraph.id === paragraphId) {
       // focus editor
       if (!$scope.paragraph.config.editorHide) {
@@ -1508,14 +1550,14 @@ function ParagraphCtrl ($scope, $rootScope, $route, $window, $routeParams, $loca
           $scope.editor.focus()
           // move cursor to the first row (or the last row)
           let row
-          if (cursorPos >= 0) {
-            row = cursorPos
-            $scope.editor.gotoLine(row, 0)
+          if (cursorPosRow >= 0) {
+            row = cursorPosRow
+            $scope.editor.gotoLine(row, cursorPosCol)
           } else {
             row = $scope.editor.session.getLength()
-            $scope.editor.gotoLine(row, 0)
+            $scope.editor.gotoLine(row, cursorPosCol)
           }
-          $scope.scrollToCursor($scope.paragraph.id, 0)
+          $scope.scrollToCursor($scope.paragraph.id, cursorPosCol)
         }
       }
       handleFocus(true)
diff --git a/zeppelin-web/src/app/notebook/shortcut.html b/zeppelin-web/src/app/notebook/shortcut.html
index c4b4009ee11..9bc55973a53 100644
--- a/zeppelin-web/src/app/notebook/shortcut.html
+++ b/zeppelin-web/src/app/notebook/shortcut.html
@@ -37,6 +37,17 @@ <h4 class="shortcut-modal-title" id="myModalLabel">Keyboard shortcuts</h4>
             </td>
           </tr>
 
+          <tr>
+            <td>
+              <div class="col-md-8">Run all above/below paragraphs</div>
+            </td>
+            <td>
+              <div class="keys">
+                <kbd class="kbd-default">Ctrl</kbd> + <kbd class="kbd-default">Shift</kbd> + <kbd class="kbd-default">Enter</kbd>
+              </div>
+            </td>
+          </tr>
+
           <tr>
             <td>
               <div class="col-md-8">Cancel</div>