diff --git a/platypush/backend/http/__init__.py b/platypush/backend/http/__init__.py
index fed6f46fd7..a2dce9e3f5 100644
--- a/platypush/backend/http/__init__.py
+++ b/platypush/backend/http/__init__.py
@@ -253,7 +253,7 @@ class HttpBackend(Backend):
                 except ValueError:
                     pass
 
-                m = re.match('([-+]?)(\d+)([dhms])', time_string)
+                m = re.match('([-+]?)([0-9]+)([dhms])', time_string)
                 if not m:
                     raise RuntimeError('Invalid time interval string representation: "{}"'.
                                     format(time_string))