diff --git a/docs/user-guide.md b/docs/user-guide.md
index 1b8e9ac2..fa8e507e 100644
--- a/docs/user-guide.md
+++ b/docs/user-guide.md
@@ -211,6 +211,10 @@ The currently supported options are:
 | kompose.cronjob.schedule                            | kubernetes cronjob schedule (for example: '1 * * * *')                               |
 | kompose.cronjob.concurrency_policy                  | 'Forbid' / 'Allow' / 'Never' / ''                                                    |
 | kompose.cronjob.backoff_limit                       | kubernetes cronjob backoff limit (for example: '6')                                  |
+| kompose.hpa.minreplicas                             | defines Horizontal Pod Autoscaler min pod replicas                                   |
+| kompose.hpa.maxreplicas                             | defines Horizontal Pod Autoscaler max pod replicas                                   |
+| kompose.hpa.cpu                                     | defines Horizontal Pod Autoscaler cpu utilization trigger                            |
+| kompose.hpa.memory                                  | defines Horizontal Pod Autoscaler memory utilization trigger                         |
 
 **Note**: `kompose.service.type` label should be defined with `ports` only (except for headless service), otherwise `kompose` will fail.
 
@@ -467,6 +471,63 @@ services:
     labels:
       kompose.volume.sub-path: pg-data
 ```
+
+- `kompose.hpa.minreplicas` defines minimum replicas from Horizontal Pod Autoscaler. Default value 1 [HPA Min Replicas](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
+
+For example:
+
+```yaml
+version: '3.8'
+
+services:
+  pgadmin:
+    image: postgres
+    labels:
+      kompose.hpa.minreplicas: 1
+```
+
+- `kompose.hpa.maxreplicas` defines maximum replicas from Horizontal Pod Autoscaler. Default value 10 [HPA Max Replicas](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
+
+For example:
+
+```yaml
+version: '3.8'
+
+services:
+  pgadmin:
+    image: postgres
+    labels:
+      kompose.hpa.maxreplicas: 10
+```
+
+- `kompose.hpa.cpu` defines % cpu utilization trigger scale from Horizontal Pod Autoscaler. It is represented as a percentage of a resource. Default value: 50 [HPA CPU Utilization](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
+
+For example:
+
+```yaml
+version: '3.8'
+
+services:
+  pgadmin:
+    image: postgres
+    labels:
+      kompose.hpa.cpu: 50
+```
+
+- `kompose.hpa.memory` defines memory utilization trigger scale from Horizontal Pod Autoscaler. It is represented as a percentage of a resource. Default value: 70 [HPA Memory Utilization](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
+
+For example:
+
+```yaml
+version: '3.8'
+
+services:
+  pgadmin:
+    image: postgres
+    labels:
+      kompose.hpa.memory: 50
+```
+
 ## Restart
 
 If you want to create normal pods without controller you can use `restart` construct of compose to define that. Follow table below to see what happens on the `restart` value.
diff --git a/pkg/loader/compose/utils.go b/pkg/loader/compose/utils.go
index a101458c..cdf8acb5 100644
--- a/pkg/loader/compose/utils.go
+++ b/pkg/loader/compose/utils.go
@@ -87,6 +87,14 @@ const (
 	LabelCronJobConcurrencyPolicy = "kompose.cronjob.concurrency_policy"
 	// LabelCronJobBackoffLimit defines the job backoff limit
 	LabelCronJobBackoffLimit = "kompose.cronjob.backoff_limit"
+	// LabelHpaMinReplicas defines min pod replicas
+	LabelHpaMinReplicas = "kompose.hpa.minreplicas"
+	// LabelHpaMaxReplicas defines max pod replicas
+	LabelHpaMaxReplicas = "kompose.hpa.maxreplicas"
+	// LabelHpaCpu defines scaling decisions based on CPU utilization
+	LabelHpaCPU = "kompose.hpa.cpu"
+	// LabelHpaMemory defines scaling decisions based on memory utilization
+	LabelHpaMemory = "kompose.hpa.memory"
 )
 
 // load environment variables from compose file
diff --git a/pkg/transformer/kubernetes/k8sutils.go b/pkg/transformer/kubernetes/k8sutils.go
index 890e3455..528d8613 100644
--- a/pkg/transformer/kubernetes/k8sutils.go
+++ b/pkg/transformer/kubernetes/k8sutils.go
@@ -41,6 +41,7 @@ import (
 	log "github.com/sirupsen/logrus"
 	"gopkg.in/yaml.v3"
 	appsv1 "k8s.io/api/apps/v1"
+	hpa "k8s.io/api/autoscaling/v2beta2"
 	api "k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/api/resource"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
@@ -48,6 +49,29 @@ import (
 	"k8s.io/apimachinery/pkg/runtime"
 )
 
+// Default values for Horizontal Pod Autoscaler (HPA)
+const (
+	DefaultMinReplicas       = 1
+	DefaultMaxReplicas       = 10
+	DefaultCpuUtilization    = 50
+	DefaultMemoryUtilization = 70
+)
+
+// LabelKeys are the keys for HPA related labels in the service
+var LabelKeys = []string{
+	compose.LabelHpaCPU,
+	compose.LabelHpaMemory,
+	compose.LabelHpaMinReplicas,
+	compose.LabelHpaMaxReplicas,
+}
+
+type HpaValues struct {
+	MinReplicas       int32
+	MaxReplicas       int32
+	CPUtilization     int32
+	MemoryUtilization int32
+}
+
 /**
  * Generate Helm Chart configuration
  */
@@ -985,3 +1009,107 @@ func reformatSecretConfigUnderscoreWithDash(secretConfig types.ServiceSecretConf
 
 	return newSecretConfig
 }
+
+// searchHPAValues is useful to check if labels
+// contains any labels related to Horizontal Pod Autoscaler
+func searchHPAValues(labels map[string]string) bool {
+	found := true
+	for _, value := range LabelKeys {
+		if _, ok := labels[value]; ok {
+			return found
+		}
+	}
+	return !found
+}
+
+// createHPAResources creates a HorizontalPodAutoscaler (HPA) resource
+// It sets the number of replicas in the service to 0 because
+// the number of replicas will be managed by the HPA
+func createHPAResources(name string, service *kobject.ServiceConfig) hpa.HorizontalPodAutoscaler {
+	valuesHpa := getResourceHpaValues(service)
+	service.Replicas = 0
+	metrics := getHpaMetricSpec(valuesHpa)
+	scalerSpecs := hpa.HorizontalPodAutoscaler{
+		TypeMeta: metav1.TypeMeta{
+			Kind:       "HorizontalPodAutoscaler",
+			APIVersion: "autoscaling/v2",
+		},
+		ObjectMeta: metav1.ObjectMeta{
+			Name: name,
+		},
+		Spec: hpa.HorizontalPodAutoscalerSpec{
+			ScaleTargetRef: hpa.CrossVersionObjectReference{
+				Kind:       "Deployment",
+				Name:       name,
+				APIVersion: "apps/v1",
+			},
+			MinReplicas: &valuesHpa.MinReplicas,
+			MaxReplicas: valuesHpa.MaxReplicas,
+			Metrics:     metrics,
+		},
+	}
+
+	return scalerSpecs
+}
+
+// getResourceHpaValues retrieves the min/max replicas and CPU/memory utilization values
+// control if maxReplicas is less than minReplicas
+func getResourceHpaValues(service *kobject.ServiceConfig) HpaValues {
+	minReplicas := getHpaValue(service, compose.LabelHpaMinReplicas, DefaultMinReplicas)
+	maxReplicas := getHpaValue(service, compose.LabelHpaMaxReplicas, DefaultMaxReplicas)
+
+	if maxReplicas < minReplicas {
+		maxReplicas = minReplicas
+	}
+
+	return HpaValues{
+		MinReplicas:       minReplicas,
+		MaxReplicas:       maxReplicas,
+		CPUtilization:     getHpaValue(service, compose.LabelHpaCPU, DefaultCpuUtilization),
+		MemoryUtilization: getHpaValue(service, compose.LabelHpaMemory, DefaultMemoryUtilization),
+	}
+}
+
+// getHpaValue convert the label value to integer
+// If the label is not present or the conversion fails
+// it returns the provided default value
+func getHpaValue(service *kobject.ServiceConfig, label string, defaultValue int32) int32 {
+	valueFromLabel, err := strconv.Atoi(service.Labels[label])
+	if err != nil || valueFromLabel <= 0 {
+		return defaultValue
+	}
+	return int32(valueFromLabel)
+}
+
+// getHpaMetricSpec returns a list of metric specs for the HPA resource
+// Target type is hardcoded to hpa.UtilizationMetricType
+// Each MetricSpec specifies the type metric CPU/memory and average utilization value
+// to trigger scaling
+func getHpaMetricSpec(hpaValues HpaValues) []hpa.MetricSpec {
+	var metrics []hpa.MetricSpec
+	if hpaValues.CPUtilization > 0 {
+		metrics = append(metrics, hpa.MetricSpec{
+			Type: hpa.ResourceMetricSourceType,
+			Resource: &hpa.ResourceMetricSource{
+				Name: api.ResourceCPU,
+				Target: hpa.MetricTarget{
+					Type:               hpa.UtilizationMetricType,
+					AverageUtilization: &hpaValues.CPUtilization,
+				},
+			},
+		})
+	}
+	if hpaValues.MemoryUtilization > 0 {
+		metrics = append(metrics, hpa.MetricSpec{
+			Type: hpa.ResourceMetricSourceType,
+			Resource: &hpa.ResourceMetricSource{
+				Name: api.ResourceMemory,
+				Target: hpa.MetricTarget{
+					Type:               hpa.UtilizationMetricType,
+					AverageUtilization: &hpaValues.MemoryUtilization,
+				},
+			},
+		})
+	}
+	return metrics
+}
diff --git a/pkg/transformer/kubernetes/k8sutils_test.go b/pkg/transformer/kubernetes/k8sutils_test.go
index 637d7f2b..1456c563 100644
--- a/pkg/transformer/kubernetes/k8sutils_test.go
+++ b/pkg/transformer/kubernetes/k8sutils_test.go
@@ -29,7 +29,9 @@ import (
 	"github.com/kubernetes/kompose/pkg/testutils"
 	"github.com/pkg/errors"
 	appsv1 "k8s.io/api/apps/v1"
+	hpa "k8s.io/api/autoscaling/v2beta2"
 	corev1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 )
 
 /*
@@ -738,3 +740,579 @@ func TestRemoveEmptyInterfaces(t *testing.T) {
 		})
 	}
 }
+
+func Test_getHpaValue(t *testing.T) {
+	type args struct {
+		service      *kobject.ServiceConfig
+		label        string
+		defaultValue int32
+	}
+	tests := []struct {
+		name string
+		args args
+		want int32
+	}{
+		// LabelHpaMinReplicas
+		{
+			name: "LabelHpaMinReplicas with 1 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMinReplicas,
+				defaultValue: 1,
+			},
+			want: 1,
+		},
+		{
+			name: "LabelHpaMinReplicas with 0 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "0",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMinReplicas,
+				defaultValue: 1,
+			},
+			want: 1,
+		},
+		{
+			name: "LabelHpaMinReplicas with error value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "cannot transform",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMinReplicas,
+				defaultValue: 1,
+			},
+			want: 1,
+		},
+		// LabelHpaMaxReplicas
+		{
+			name: "LabelHpaMaxReplicas with 10 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMaxReplicas,
+				defaultValue: 30,
+			},
+			want: 10,
+		},
+		{
+			name: "LabelHpaMaxReplicas with 0 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "0",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMaxReplicas,
+				defaultValue: 10,
+			},
+			want: 10,
+		},
+		{
+			name: "LabelHpaMaxReplicas with error value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "cannot transform",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMaxReplicas,
+				defaultValue: 10,
+			},
+			want: 10,
+		},
+		// LabelHpaCPU
+		{
+			name: "LabelHpaCPU with 50 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaCPU,
+				defaultValue: 30,
+			},
+			want: 50,
+		},
+		{
+			name: "LabelHpaCPU with 0 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "0",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaCPU,
+				defaultValue: 50,
+			},
+			want: 50,
+		},
+		{
+			name: "LabelHpaCPU with error value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "cannot transform",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaCPU,
+				defaultValue: 50,
+			},
+			want: 50,
+		},
+		// LabelHpaMemory
+		{
+			name: "LabelHpaMemory with 70 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+				label:        compose.LabelHpaMemory,
+				defaultValue: 30,
+			},
+			want: 70,
+		},
+		{
+			name: "LabelHpaMemory with 0 value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "0",
+					},
+				},
+				label:        compose.LabelHpaMemory,
+				defaultValue: 70,
+			},
+			want: 70,
+		},
+		{
+			name: "LabelHpaMemory with error value",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "cannot transform",
+					},
+				},
+				label:        compose.LabelHpaMemory,
+				defaultValue: 70,
+			},
+			want: 70,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getHpaValue(tt.args.service, tt.args.label, tt.args.defaultValue); got != tt.want {
+				t.Errorf("getHpaValue() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_getResourceHpaValues(t *testing.T) {
+	type args struct {
+		service *kobject.ServiceConfig
+	}
+	tests := []struct {
+		name string
+		args args
+		want HpaValues
+	}{
+		{
+			name: "check same values",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       1,
+				MaxReplicas:       10,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "check same values",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "5",
+						compose.LabelHpaMaxReplicas: "3",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       5,
+				MaxReplicas:       5,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "with error values and use default values from LabelHpaMinReplicas",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "cannot transform",
+						compose.LabelHpaMaxReplicas: "3",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       1,
+				MaxReplicas:       3,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "LabelHpaMaxReplicas is minor to LabelHpaMinReplicas",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "6",
+						compose.LabelHpaMaxReplicas: "5",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       6,
+				MaxReplicas:       6,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "error label and LabelHpaMaxReplicas is minor to LabelHpaMinReplicas",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "6",
+						compose.LabelHpaMaxReplicas: "5",
+						compose.LabelHpaCPU:         "cannot transform",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       6,
+				MaxReplicas:       6,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "error label and LabelHpaMaxReplicas is minor to LabelHpaMinReplicas",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "6",
+						compose.LabelHpaMaxReplicas: "5",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "cannot transform",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       6,
+				MaxReplicas:       6,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "all error label",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "cannot transform",
+						compose.LabelHpaMaxReplicas: "cannot transform",
+						compose.LabelHpaCPU:         "cannot transform",
+						compose.LabelHpaMemory:      "cannot transform",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       1,
+				MaxReplicas:       10,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "error label without some labels",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "cannot transform",
+						compose.LabelHpaMaxReplicas: "cannot transform",
+					},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       1,
+				MaxReplicas:       10,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+		{
+			name: "without labels, should return default values",
+			args: args{
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{},
+				},
+			},
+			want: HpaValues{
+				MinReplicas:       1,
+				MaxReplicas:       10,
+				CPUtilization:     50,
+				MemoryUtilization: 70,
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getResourceHpaValues(tt.args.service); !reflect.DeepEqual(got, tt.want) {
+				t.Errorf("getResourceHpaValues() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_getHpaMetricSpec(t *testing.T) {
+	valueCPUFixed := int32(50)
+	valueMemoryFixed := int32(70)
+	type args struct {
+		hpaValues HpaValues
+	}
+	tests := []struct {
+		name string
+		args args
+		want []hpa.MetricSpec
+	}{
+		{
+			name: "no values",
+			args: args{
+				hpaValues: HpaValues{},
+			},
+			want: nil,
+		},
+		{
+			name: "only cpu",
+			args: args{
+				hpaValues: HpaValues{
+					CPUtilization: 50,
+				},
+			},
+			want: []hpa.MetricSpec{
+				{
+					Type: hpa.ResourceMetricSourceType,
+					Resource: &hpa.ResourceMetricSource{
+						Name: "cpu",
+						Target: hpa.MetricTarget{
+							Type:               hpa.UtilizationMetricType,
+							AverageUtilization: &valueCPUFixed,
+						},
+					},
+				},
+			},
+		},
+		{
+			name: "only memory",
+			args: args{
+				hpaValues: HpaValues{
+					MemoryUtilization: 70,
+				},
+			},
+			want: []hpa.MetricSpec{
+				{
+					Type: hpa.ResourceMetricSourceType,
+					Resource: &hpa.ResourceMetricSource{
+						Name: "memory",
+						Target: hpa.MetricTarget{
+							Type:               hpa.UtilizationMetricType,
+							AverageUtilization: &valueMemoryFixed,
+						},
+					},
+				},
+			},
+		},
+		{
+			name: "cpu and memory",
+			args: args{
+				hpaValues: HpaValues{
+					CPUtilization:     50,
+					MemoryUtilization: 70,
+				},
+			},
+			want: []hpa.MetricSpec{
+				{
+					Type: hpa.ResourceMetricSourceType,
+					Resource: &hpa.ResourceMetricSource{
+						Name: "cpu",
+						Target: hpa.MetricTarget{
+							Type:               hpa.UtilizationMetricType,
+							AverageUtilization: &valueCPUFixed,
+						},
+					},
+				},
+				{
+					Type: hpa.ResourceMetricSourceType,
+					Resource: &hpa.ResourceMetricSource{
+						Name: "memory",
+						Target: hpa.MetricTarget{
+							Type:               hpa.UtilizationMetricType,
+							AverageUtilization: &valueMemoryFixed,
+						},
+					},
+				},
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getHpaMetricSpec(tt.args.hpaValues); !reflect.DeepEqual(got, tt.want) {
+				t.Errorf("getHpaMetricSpec() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_createHPAResources(t *testing.T) {
+	valueCPUFixed := int32(50)
+	valueMemoryFixed := int32(70)
+	fixedMinReplicas := int32(1)
+	type args struct {
+		name    string
+		service *kobject.ServiceConfig
+	}
+	tests := []struct {
+		name string
+		args args
+		want hpa.HorizontalPodAutoscaler
+	}{
+		{
+			name: "all labels",
+			args: args{
+				name: "web",
+				service: &kobject.ServiceConfig{
+					Labels: map[string]string{
+						compose.LabelHpaMinReplicas: "1",
+						compose.LabelHpaMaxReplicas: "10",
+						compose.LabelHpaCPU:         "50",
+						compose.LabelHpaMemory:      "70",
+					},
+				},
+			},
+			want: hpa.HorizontalPodAutoscaler{
+				TypeMeta: metav1.TypeMeta{
+					Kind:       "HorizontalPodAutoscaler",
+					APIVersion: "autoscaling/v2",
+				},
+				ObjectMeta: metav1.ObjectMeta{
+					Name: "web",
+				},
+				Spec: hpa.HorizontalPodAutoscalerSpec{
+					ScaleTargetRef: hpa.CrossVersionObjectReference{
+						Kind:       "Deployment",
+						Name:       "web",
+						APIVersion: "apps/v1",
+					},
+					MinReplicas: &fixedMinReplicas,
+					MaxReplicas: 10,
+					Metrics: []hpa.MetricSpec{
+						{
+							Type: hpa.ResourceMetricSourceType,
+							Resource: &hpa.ResourceMetricSource{
+								Name: "cpu",
+								Target: hpa.MetricTarget{
+									Type:               hpa.UtilizationMetricType,
+									AverageUtilization: &valueCPUFixed,
+								},
+							},
+						},
+						{
+							Type: hpa.ResourceMetricSourceType,
+							Resource: &hpa.ResourceMetricSource{
+								Name: "memory",
+								Target: hpa.MetricTarget{
+									Type:               hpa.UtilizationMetricType,
+									AverageUtilization: &valueMemoryFixed,
+								},
+							},
+						},
+					},
+				},
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := createHPAResources(tt.args.name, tt.args.service); !reflect.DeepEqual(got, tt.want) {
+				t.Errorf("createHPAResources() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
diff --git a/pkg/transformer/kubernetes/kubernetes.go b/pkg/transformer/kubernetes/kubernetes.go
index 360ebc1d..71ba912a 100644
--- a/pkg/transformer/kubernetes/kubernetes.go
+++ b/pkg/transformer/kubernetes/kubernetes.go
@@ -1654,6 +1654,10 @@ func (k *Kubernetes) Transform(komposeObject kobject.KomposeObject, opt kobject.
 				return nil, err
 			}
 		}
+		err = k.configHorizontalPodScaler(name, service, opt, &objects)
+		if err != nil {
+			return nil, errors.Wrap(err, "Error transforming Kubernetes objects")
+		}
 		allobjects = append(allobjects, objects...)
 	}
 
@@ -1718,3 +1722,16 @@ func (k *Kubernetes) UpdateController(obj runtime.Object, updateTemplate func(*a
 	}
 	return nil
 }
+
+// configHorizontalPodScaler create Hpa resource also append to the objects
+// first checks if the service labels contain any HPA labels using the searchHPAValues
+func (k *Kubernetes) configHorizontalPodScaler(name string, service kobject.ServiceConfig, opt kobject.ConvertOptions, objects *[]runtime.Object) (err error) {
+	found := searchHPAValues(service.Labels)
+	if !found {
+		return nil
+	}
+
+	hpa := createHPAResources(name, &service)
+	*objects = append(*objects, &hpa)
+	return nil
+}