diff --git a/tensorflow_io/core/filesystems/filesystem_plugins.cc b/tensorflow_io/core/filesystems/filesystem_plugins.cc
index 1f0f6cab2..5e75e5a6f 100644
--- a/tensorflow_io/core/filesystems/filesystem_plugins.cc
+++ b/tensorflow_io/core/filesystems/filesystem_plugins.cc
@@ -29,9 +29,9 @@ limitations under the License.
 TFIO_PLUGIN_EXPORT void TF_InitPlugin(TF_FilesystemPluginInfo* info) {
   info->plugin_memory_allocate = tensorflow::io::plugin_memory_allocate;
   info->plugin_memory_free = tensorflow::io::plugin_memory_free;
-  info->num_schemes = 7;
-#if !defined(_MSC_VER)
   info->num_schemes = 8;
+#if !defined(_MSC_VER)
+  info->num_schemes = 9;
 #endif
   info->ops = static_cast<TF_FilesystemPluginOps*>(
       tensorflow::io::plugin_memory_allocate(info->num_schemes *
@@ -43,7 +43,8 @@ TFIO_PLUGIN_EXPORT void TF_InitPlugin(TF_FilesystemPluginInfo* info) {
   tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[4], "hdfs");
   tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[5], "viewfs");
   tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[6], "har");
+  tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[7], "qbfs");
 #if !defined(_MSC_VER)
-  tensorflow::io::oss::ProvideFilesystemSupportFor(&info->ops[7], "oss");
+  tensorflow::io::oss::ProvideFilesystemSupportFor(&info->ops[8], "oss");
 #endif
 }
diff --git a/tensorflow_io/core/filesystems/hdfs/hadoop_filesystem.cc b/tensorflow_io/core/filesystems/hdfs/hadoop_filesystem.cc
index 3d5a41b84..68a88aece 100644
--- a/tensorflow_io/core/filesystems/hdfs/hadoop_filesystem.cc
+++ b/tensorflow_io/core/filesystems/hdfs/hadoop_filesystem.cc
@@ -541,6 +541,8 @@ hdfsFS Connect(tf_hdfs_filesystem::HadoopFileSystemImplementation* hadoop_file,
     std::string path_har = path;
     SplitArchiveNameAndPath(&path_har, &namenode, status);
     if (TF_GetCode(status) != TF_OK) return nullptr;
+  } else if (scheme == "qbfs") {
+    namenode = path;
   } else {
     if (namenode.empty()) {
       namenode = "default";