diff --git a/fs-v1.go b/fs-v1.go
index 59d26fe87..71e37058b 100644
--- a/fs-v1.go
+++ b/fs-v1.go
@@ -204,7 +204,7 @@ func (fs fsObjects) DeleteBucket(bucket string) error {
 		return toObjectErr(err, bucket)
 	}
 	// Cleanup all the previously incomplete multiparts.
-	if err := cleanupDir(fs.storage, path.Join(minioMetaBucket, mpartMetaPrefix), bucket); err != nil {
+	if err := cleanupDir(fs.storage, path.Join(minioMetaBucket, mpartMetaPrefix), bucket); err != nil && err != errVolumeNotFound {
 		return toObjectErr(err, bucket)
 	}
 	return nil
diff --git a/xl-v1-bucket.go b/xl-v1-bucket.go
index 084003fc9..148a9508f 100644
--- a/xl-v1-bucket.go
+++ b/xl-v1-bucket.go
@@ -247,7 +247,7 @@ func (xl xlObjects) DeleteBucket(bucket string) error {
 			}
 			// Cleanup all the previously incomplete multiparts.
 			err = cleanupDir(disk, path.Join(minioMetaBucket, mpartMetaPrefix), bucket)
-			if err != nil {
+			if err != nil && err != errVolumeNotFound {
 				dErrs[index] = err
 			}
 		}(index, disk)