diff --git a/velox/exec/Window.cpp b/velox/exec/Window.cpp
index 303fa045e5e83..af3ff72f6f82c 100644
--- a/velox/exec/Window.cpp
+++ b/velox/exec/Window.cpp
@@ -284,8 +284,13 @@ void updateKRowsOffsetsColumn(
   // moves ahead.
   int precedingFactor = isKPreceding ? -1 : 1;
   for (auto i = 0; i < numRows; i++) {
-    rawFrameBounds[i] =
-        (startRow + i) + vector_size_t(precedingFactor * offsets[i]);
+    auto startValue = (int64_t)(startRow + i) + precedingFactor * offsets[i];
+    // Considers integer overflow case.
+    if (startValue != (int32_t)startValue) {
+      rawFrameBounds[i] = startValue < 0 ? 0 : numRows - 1;
+    } else {
+      rawFrameBounds[i] = startValue;
+    }
   }
 }
 
@@ -300,8 +305,16 @@ void Window::updateKRowsFrameBounds(
   if (frameArg.index == kConstantChannel) {
     auto constantOffset = frameArg.constant.value();
     auto startValue =
-        startRow + (isKPreceding ? -constantOffset : constantOffset);
-    std::iota(rawFrameBounds, rawFrameBounds + numRows, startValue);
+        (isKPreceding ? -constantOffset : constantOffset) + startRow;
+    for (int i = 0; i < numRows; i++) {
+      // Considers integer overflow case.
+      if (startValue != (int32_t)startValue) {
+        rawFrameBounds[i] = startValue < 0 ? 0 : numRows - 1;
+      } else {
+        rawFrameBounds[i] = startValue;
+      }
+      startValue = startValue + 1;
+    }
   } else {
     currentPartition_->extractColumn(
         frameArg.index, partitionOffset_, numRows, 0, frameArg.value);