diff --git a/activesupport/lib/active_support/testing/parallelization.rb b/activesupport/lib/active_support/testing/parallelization.rb
index c03a07873d..9c8dffa9d8 100644
--- a/activesupport/lib/active_support/testing/parallelization.rb
+++ b/activesupport/lib/active_support/testing/parallelization.rb
@@ -79,7 +79,14 @@ module ActiveSupport
                 reporter = job[2]
                 result   = Minitest.run_one_method(klass, method)
 
-                queue.record(reporter, result)
+                begin
+                  queue.record(reporter, result)
+                rescue DRb::DRbConnError
+                  result.failures.each do |failure|
+                    failure.exception = DRb::DRbRemoteError.new(failure.exception)
+                  end
+                  queue.record(reporter, result)
+                end
               end
             ensure
               run_cleanup(worker)