diff --git a/exporter/collector/config.go b/exporter/collector/config.go
index 6d4be824c..7c66bb49d 100644
--- a/exporter/collector/config.go
+++ b/exporter/collector/config.go
@@ -203,7 +203,7 @@ func DefaultConfig() Config {
 			ServiceResourceLabels:            true,
 			CumulativeNormalization:          true,
 			GetMetricName:                    defaultGetMetricName,
-			MapMonitoredResource:             defaultResourceToMonitoredResource,
+			MapMonitoredResource:             defaultResourceToMonitoringMonitoredResource,
 		},
 	}
 }
diff --git a/exporter/collector/logs.go b/exporter/collector/logs.go
index 5fdddc9a1..928c6b3c3 100644
--- a/exporter/collector/logs.go
+++ b/exporter/collector/logs.go
@@ -247,7 +247,7 @@ func (l logMapper) createEntries(ld plog.Logs) (map[string][]*logpb.LogEntry, er
 	entries := make(map[string][]*logpb.LogEntry)
 	for i := 0; i < ld.ResourceLogs().Len(); i++ {
 		rl := ld.ResourceLogs().At(i)
-		mr := defaultResourceToMonitoredResource(rl.Resource())
+		mr := defaultResourceToLoggingMonitoredResource(rl.Resource())
 		extraResourceLabels := resourceToLabels(rl.Resource(), l.cfg.LogConfig.ServiceResourceLabels, l.cfg.LogConfig.ResourceFilters, l.obs.log)
 		projectID := l.cfg.ProjectID
 		// override project ID with gcp.project.id, if present
diff --git a/exporter/collector/metrics_test.go b/exporter/collector/metrics_test.go
index 04a462d15..f70014b38 100644
--- a/exporter/collector/metrics_test.go
+++ b/exporter/collector/metrics_test.go
@@ -2397,7 +2397,7 @@ func TestPushMetricsOntoWAL(t *testing.T) {
 	obs := selfObservability{zap.NewNop()}
 	cfg := Config{
 		MetricConfig: MetricConfig{
-			MapMonitoredResource: defaultResourceToMonitoredResource,
+			MapMonitoredResource: defaultResourceToMonitoringMonitoredResource,
 			GetMetricName:        defaultGetMetricName,
 			WALConfig: &WALConfig{
 				Directory: tmpDir,
diff --git a/exporter/collector/monitoredresource.go b/exporter/collector/monitoredresource.go
index 6952f3239..b2f6e0a0d 100644
--- a/exporter/collector/monitoredresource.go
+++ b/exporter/collector/monitoredresource.go
@@ -39,20 +39,17 @@ func (attrs *attributes) GetString(key string) (string, bool) {
 }
 
 // defaultResourceToMonitoredResource pdata Resource to a GCM Monitored Resource.
-func defaultResourceToMonitoredResource(resource pcommon.Resource) *monitoredrespb.MonitoredResource {
-	attrs := resource.Attributes()
-	gmr := resourcemapping.ResourceAttributesToMonitoredResource(&attributes{
-		Attrs: attrs,
+func defaultResourceToMonitoringMonitoredResource(resource pcommon.Resource) *monitoredrespb.MonitoredResource {
+	return resourcemapping.ResourceAttributesToMonitoringMonitoredResource(&attributes{
+		Attrs: resource.Attributes(),
+	})
+}
+
+// defaultResourceToMonitoredResource pdata Resource to a GCM Monitored Resource.
+func defaultResourceToLoggingMonitoredResource(resource pcommon.Resource) *monitoredrespb.MonitoredResource {
+	return resourcemapping.ResourceAttributesToLoggingMonitoredResource(&attributes{
+		Attrs: resource.Attributes(),
 	})
-	newLabels := make(labels, len(gmr.Labels))
-	for k, v := range gmr.Labels {
-		newLabels[k] = sanitizeUTF8(v)
-	}
-	mr := &monitoredrespb.MonitoredResource{
-		Type:   gmr.Type,
-		Labels: newLabels,
-	}
-	return mr
 }
 
 // resourceToLabels converts the Resource attributes into labels.
diff --git a/exporter/collector/monitoredresource_test.go b/exporter/collector/monitoredresource_test.go
index 140e447ae..def2be48c 100644
--- a/exporter/collector/monitoredresource_test.go
+++ b/exporter/collector/monitoredresource_test.go
@@ -22,7 +22,7 @@ import (
 	monitoredrespb "google.golang.org/genproto/googleapis/api/monitoredres"
 )
 
-func TestResourceMetricsToMonitoredResource(t *testing.T) {
+func TestResourceMetricsToMonitoringMonitoredResource(t *testing.T) {
 	tests := []struct {
 		resourceLabels map[string]string
 		expectMr       *monitoredrespb.MonitoredResource
@@ -497,6 +497,65 @@ func TestResourceMetricsToMonitoredResource(t *testing.T) {
 				},
 			},
 		},
+		{
+			name: "Gae Instance",
+			resourceLabels: map[string]string{
+				"cloud.provider":          "gcp",
+				"cloud.platform":          "gcp_app_engine",
+				"cloud.availability_zone": "my-zone",
+				"faas.id":                 "myinstanceid",
+				"faas.name":               "myhostname",
+				"faas.version":            "v1",
+			},
+			expectMr: &monitoredrespb.MonitoredResource{
+				Type: "gae_instance",
+				Labels: map[string]string{
+					"instance_id": "myinstanceid",
+					"location":    "my-zone",
+					"module_id":   "myhostname",
+					"version_id":  "v1",
+				},
+			},
+		},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			r := pcommon.NewResource()
+			for k, v := range test.resourceLabels {
+				r.Attributes().PutStr(k, v)
+			}
+			mr := defaultResourceToMonitoringMonitoredResource(r)
+			assert.Equal(t, test.expectMr, mr)
+		})
+	}
+}
+
+func TestResourceMetricsToLoggingMonitoredResource(t *testing.T) {
+	tests := []struct {
+		resourceLabels map[string]string
+		expectMr       *monitoredrespb.MonitoredResource
+		name           string
+	}{
+		{
+			name: "Gae App",
+			resourceLabels: map[string]string{
+				"cloud.provider":          "gcp",
+				"cloud.platform":          "gcp_app_engine",
+				"cloud.availability_zone": "my-zone",
+				"faas.id":                 "myhostid",
+				"faas.name":               "myhostname",
+				"faas.version":            "v1",
+			},
+			expectMr: &monitoredrespb.MonitoredResource{
+				Type: "gae_app",
+				Labels: map[string]string{
+					"location":   "my-zone",
+					"module_id":  "myhostname",
+					"version_id": "v1",
+				},
+			},
+		},
 	}
 
 	for _, test := range tests {
@@ -505,7 +564,7 @@ func TestResourceMetricsToMonitoredResource(t *testing.T) {
 			for k, v := range test.resourceLabels {
 				r.Attributes().PutStr(k, v)
 			}
-			mr := defaultResourceToMonitoredResource(r)
+			mr := defaultResourceToLoggingMonitoredResource(r)
 			assert.Equal(t, test.expectMr, mr)
 		})
 	}
@@ -749,7 +808,7 @@ func TestResourceMetricsToMonitoredResourceUTF8(t *testing.T) {
 	for k, v := range resourceLabels {
 		r.Attributes().PutStr(k, v)
 	}
-	mr := defaultResourceToMonitoredResource(r)
+	mr := defaultResourceToMonitoringMonitoredResource(r)
 	assert.Equal(t, expectMr, mr)
 	extraLabels := resourceToLabels(r, mapper.cfg.MetricConfig.ServiceResourceLabels, mapper.cfg.MetricConfig.ResourceFilters, nil)
 	assert.Equal(t, expectExtraLabels, extraLabels)
diff --git a/exporter/metric/metric.go b/exporter/metric/metric.go
index 5137b23fa..125a5d8c9 100644
--- a/exporter/metric/metric.go
+++ b/exporter/metric/metric.go
@@ -357,7 +357,7 @@ func (attrs *attributes) GetString(key string) (string, bool) {
 //
 // https://cloud.google.com/monitoring/api/ref_v3/rest/v3/projects.monitoredResourceDescriptors
 func (me *metricExporter) resourceToMonitoredResourcepb(res *resource.Resource) *monitoredrespb.MonitoredResource {
-	gmr := resourcemapping.ResourceAttributesToMonitoredResource(&attributes{
+	gmr := resourcemapping.ResourceAttributesToMonitoringMonitoredResource(&attributes{
 		attrs: attribute.NewSet(res.Attributes()...),
 	})
 	newLabels := make(map[string]string, len(gmr.Labels))
diff --git a/exporter/trace/trace_proto.go b/exporter/trace/trace_proto.go
index 6ff92e93b..27e95e5b7 100644
--- a/exporter/trace/trace_proto.go
+++ b/exporter/trace/trace_proto.go
@@ -118,7 +118,7 @@ func attributeWithLabelsFromResources(sd sdktrace.ReadOnlySpan) []attribute.KeyV
 	}
 
 	// Monitored resource attributes (`g.co/r/{resource_type}/{resource_label}`) come next.
-	gceResource := resourcemapping.ResourceAttributesToMonitoredResource(&attrs{
+	gceResource := resourcemapping.ResourceAttributesToMonitoringMonitoredResource(&attrs{
 		Attrs: sd.Resource().Attributes(),
 	})
 	for key, value := range gceResource.Labels {
diff --git a/internal/resourcemapping/go.mod b/internal/resourcemapping/go.mod
index 8e87183c1..bea463439 100644
--- a/internal/resourcemapping/go.mod
+++ b/internal/resourcemapping/go.mod
@@ -2,4 +2,12 @@ module github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resou
 
 go 1.21
 
-require go.opentelemetry.io/otel v1.16.0
+require (
+	go.opentelemetry.io/otel v1.16.0
+	google.golang.org/genproto/googleapis/api v0.0.0-20230726155614-23370e0ffb3e
+)
+
+require (
+	google.golang.org/genproto v0.0.0-20230706204954-ccb25ca9f130 // indirect
+	google.golang.org/protobuf v1.31.0 // indirect
+)
diff --git a/internal/resourcemapping/go.sum b/internal/resourcemapping/go.sum
index a8319c445..625eb4d63 100644
--- a/internal/resourcemapping/go.sum
+++ b/internal/resourcemapping/go.sum
@@ -1,5 +1,7 @@
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
+github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
 github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
@@ -8,5 +10,13 @@ github.com/stretchr/testify v1.8.3 h1:RP3t2pwF7cMEbC1dqtB6poj3niw/9gnV4Cjg5oW5gt
 github.com/stretchr/testify v1.8.3/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 go.opentelemetry.io/otel v1.16.0 h1:Z7GVAX/UkAXPKsy94IU+i6thsQS4nb7LviLpnaNeW8s=
 go.opentelemetry.io/otel v1.16.0/go.mod h1:vl0h9NUa1D5s1nv3A5vZOYWn8av4K8Ml6JDeHrT/bx4=
+golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+google.golang.org/genproto v0.0.0-20230706204954-ccb25ca9f130 h1:Au6te5hbKUV8pIYWHqOUZ1pva5qK/rwbIhoXEUB9Lu8=
+google.golang.org/genproto v0.0.0-20230706204954-ccb25ca9f130/go.mod h1:O9kGHb51iE/nOGvQaDUuadVYqovW56s5emA88lQnj6Y=
+google.golang.org/genproto/googleapis/api v0.0.0-20230726155614-23370e0ffb3e h1:z3vDksarJxsAKM5dmEGv0GHwE2hKJ096wZra71Vs4sw=
+google.golang.org/genproto/googleapis/api v0.0.0-20230726155614-23370e0ffb3e/go.mod h1:rsr7RhLuwsDKL7RmgDDCUc6yaGr1iqceVb5Wv6f6YvQ=
+google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
+google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
+google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
diff --git a/internal/resourcemapping/resourcemapping.go b/internal/resourcemapping/resourcemapping.go
index 253da276d..31909af21 100644
--- a/internal/resourcemapping/resourcemapping.go
+++ b/internal/resourcemapping/resourcemapping.go
@@ -15,7 +15,10 @@
 package resourcemapping
 
 import (
+	"strings"
+
 	semconv "go.opentelemetry.io/otel/semconv/v1.18.0"
+	monitoredrespb "google.golang.org/genproto/googleapis/api/monitoredres"
 )
 
 const (
@@ -44,6 +47,7 @@ const (
 	taskID            = "task_id"
 	zone              = "zone"
 	gaeInstance       = "gae_instance"
+	gaeApp            = "gae_app"
 	gaeModuleID       = "module_id"
 	gaeVersionID      = "version_id"
 	cloudRunRevision  = "cloud_run_revision"
@@ -113,6 +117,14 @@ var (
 			gaeVersionID: {otelKeys: []string{string(semconv.FaaSVersionKey)}},
 			instanceID:   {otelKeys: []string{string(semconv.FaaSIDKey)}},
 		},
+		gaeApp: {
+			location: {otelKeys: []string{
+				string(semconv.CloudAvailabilityZoneKey),
+				string(semconv.CloudRegionKey),
+			}},
+			gaeModuleID:  {otelKeys: []string{string(semconv.FaaSNameKey)}},
+			gaeVersionID: {otelKeys: []string{string(semconv.FaaSVersionKey)}},
+		},
 		awsEc2Instance: {
 			instanceID: {otelKeys: []string{string(semconv.HostIDKey)}},
 			region: {
@@ -153,27 +165,43 @@ var (
 	}
 )
 
-type GceResource struct {
-	Labels map[string]string
-	Type   string
-}
-
 // ReadOnlyAttributes is an interface to abstract between pulling attributes from PData library or OTEL SDK.
 type ReadOnlyAttributes interface {
 	GetString(string) (string, bool)
 }
 
-// ResourceAttributesToMonitoredResource converts from a set of OTEL resource attributes into a
-// GCP monitored resource type and label set.
+// ResourceAttributesToLoggingMonitoredResource converts from a set of OTEL resource attributes into a
+// GCP monitored resource type and label set for Cloud Logging.
 // E.g.
 // This may output `gce_instance` type with appropriate labels.
-func ResourceAttributesToMonitoredResource(attrs ReadOnlyAttributes) *GceResource {
+func ResourceAttributesToLoggingMonitoredResource(attrs ReadOnlyAttributes) *monitoredrespb.MonitoredResource {
+	cloudPlatform, _ := attrs.GetString(string(semconv.CloudPlatformKey))
+	switch cloudPlatform {
+	case semconv.CloudPlatformGCPAppEngine.Value.AsString():
+		return createMonitoredResource(gaeApp, attrs)
+	default:
+		return commonResourceAttributesToMonitoredResource(cloudPlatform, attrs)
+	}
+}
+
+// ResourceAttributesToMonitoringMonitoredResource converts from a set of OTEL resource attributes into a
+// GCP monitored resource type and label set for Cloud Monitoring
+// E.g.
+// This may output `gce_instance` type with appropriate labels.
+func ResourceAttributesToMonitoringMonitoredResource(attrs ReadOnlyAttributes) *monitoredrespb.MonitoredResource {
 	cloudPlatform, _ := attrs.GetString(string(semconv.CloudPlatformKey))
 	switch cloudPlatform {
-	case semconv.CloudPlatformGCPComputeEngine.Value.AsString():
-		return createMonitoredResource(gceInstance, attrs)
 	case semconv.CloudPlatformGCPAppEngine.Value.AsString():
 		return createMonitoredResource(gaeInstance, attrs)
+	default:
+		return commonResourceAttributesToMonitoredResource(cloudPlatform, attrs)
+	}
+}
+
+func commonResourceAttributesToMonitoredResource(cloudPlatform string, attrs ReadOnlyAttributes) *monitoredrespb.MonitoredResource {
+	switch cloudPlatform {
+	case semconv.CloudPlatformGCPComputeEngine.Value.AsString():
+		return createMonitoredResource(gceInstance, attrs)
 	case semconv.CloudPlatformAWSEC2.Value.AsString():
 		return createMonitoredResource(awsEc2Instance, attrs)
 	// TODO(alex-basinov): replace this string literal with semconv.CloudPlatformGCPBareMetalSolution
@@ -214,7 +242,7 @@ func ResourceAttributesToMonitoredResource(attrs ReadOnlyAttributes) *GceResourc
 func createMonitoredResource(
 	monitoredResourceType string,
 	resourceAttrs ReadOnlyAttributes,
-) *GceResource {
+) *monitoredrespb.MonitoredResource {
 	mappings := monitoredResourceMappings[monitoredResourceType]
 	mrLabels := make(map[string]string, len(mappings))
 
@@ -231,10 +259,14 @@ func createMonitoredResource(
 		if !ok || mrValue == "" {
 			mrValue = mappingConfig.fallbackLiteral
 		}
-		mrLabels[mrKey] = mrValue
+		mrLabels[mrKey] = sanitizeUTF8(mrValue)
 	}
-	return &GceResource{
+	return &monitoredrespb.MonitoredResource{
 		Type:   monitoredResourceType,
 		Labels: mrLabels,
 	}
 }
+
+func sanitizeUTF8(s string) string {
+	return strings.ToValidUTF8(s, "�")
+}