diff --git a/api/types/swarm/common.go b/api/types/swarm/common.go
index 589e2cfdf2..64a648bad1 100644
--- a/api/types/swarm/common.go
+++ b/api/types/swarm/common.go
@@ -19,3 +19,9 @@ type Annotations struct {
 	Name   string            `json:",omitempty"`
 	Labels map[string]string `json:",omitempty"`
 }
+
+// Driver represents a driver (network, logging).
+type Driver struct {
+	Name    string            `json:",omitempty"`
+	Options map[string]string `json:",omitempty"`
+}
diff --git a/api/types/swarm/network.go b/api/types/swarm/network.go
index 2ba5339117..5a5e11bdba 100644
--- a/api/types/swarm/network.go
+++ b/api/types/swarm/network.go
@@ -109,9 +109,3 @@ type IPAMConfig struct {
 	Range   string `json:",omitempty"`
 	Gateway string `json:",omitempty"`
 }
-
-// Driver represents a network driver.
-type Driver struct {
-	Name    string            `json:",omitempty"`
-	Options map[string]string `json:",omitempty"`
-}
diff --git a/cli/command/stack/deploy.go b/cli/command/stack/deploy.go
index e7764f3b8d..1f41cb7d89 100644
--- a/cli/command/stack/deploy.go
+++ b/cli/command/stack/deploy.go
@@ -567,6 +567,14 @@ func convertService(
 		return swarm.ServiceSpec{}, err
 	}
 
+	var logDriver *swarm.Driver
+	if service.Logging != nil {
+		logDriver = &swarm.Driver{
+			Name:    service.Logging.Driver,
+			Options: service.Logging.Options,
+		}
+	}
+
 	serviceSpec := swarm.ServiceSpec{
 		Annotations: swarm.Annotations{
 			Name:   name,
@@ -589,6 +597,7 @@ func convertService(
 				TTY:             service.Tty,
 				OpenStdin:       service.StdinOpen,
 			},
+			LogDriver:     logDriver,
 			Resources:     resources,
 			RestartPolicy: restartPolicy,
 			Placement: &swarm.Placement{