diff --git a/pkg/apis/manager/v1/manager.pb.go b/pkg/apis/manager/v1/manager.pb.go
index cc7330f..9c61dfe 100644
--- a/pkg/apis/manager/v1/manager.pb.go
+++ b/pkg/apis/manager/v1/manager.pb.go
@@ -747,7 +747,7 @@ type Scheduler struct {
 	// Seed peers to which the scheduler belongs.
 	SeedPeers []*SeedPeer `protobuf:"bytes,13,rep,name=seed_peers,json=seedPeers,proto3" json:"seed_peers,omitempty"`
 	// Feature flags of scheduler.
-	Features map[string]bool `protobuf:"bytes,14,rep,name=features,proto3" json:"features,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"varint,2,opt,name=value,proto3"`
+	Features []byte `protobuf:"bytes,14,opt,name=features,proto3" json:"features,omitempty"`
 }
 
 func (x *Scheduler) Reset() {
@@ -859,7 +859,7 @@ func (x *Scheduler) GetSeedPeers() []*SeedPeer {
 	return nil
 }
 
-func (x *Scheduler) GetFeatures() map[string]bool {
+func (x *Scheduler) GetFeatures() []byte {
 	if x != nil {
 		return x.Features
 	}
@@ -2291,8 +2291,8 @@ var file_pkg_apis_manager_v1_manager_proto_rawDesc = []byte{
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 }
 
 var (
@@ -2587,7 +2581,7 @@ func file_pkg_apis_manager_v1_manager_proto_rawDescGZIP() []byte {
 }
 
 var file_pkg_apis_manager_v1_manager_proto_enumTypes = make([]protoimpl.EnumInfo, 1)
-var file_pkg_apis_manager_v1_manager_proto_msgTypes = make([]protoimpl.MessageInfo, 27)
+var file_pkg_apis_manager_v1_manager_proto_msgTypes = make([]protoimpl.MessageInfo, 26)
 var file_pkg_apis_manager_v1_manager_proto_goTypes = []interface{}{
 	(SourceType)(0),                  // 0: manager.SourceType
 	(*SecurityGroup)(nil),            // 1: manager.SecurityGroup
@@ -2615,10 +2609,9 @@ var file_pkg_apis_manager_v1_manager_proto_goTypes = []interface{}{
 	(*CreateMLPRequest)(nil),         // 23: manager.CreateMLPRequest
 	(*CreateModelRequest)(nil),       // 24: manager.CreateModelRequest
 	(*KeepAliveRequest)(nil),         // 25: manager.KeepAliveRequest
-	nil,                              // 26: manager.Scheduler.FeaturesEntry
-	nil,                              // 27: manager.ListSchedulersRequest.HostInfoEntry
-	(v1.Priority)(0),                 // 28: common.Priority
-	(*emptypb.Empty)(nil),            // 29: google.protobuf.Empty
+	nil,                              // 26: manager.ListSchedulersRequest.HostInfoEntry
+	(v1.Priority)(0),                 // 27: common.Priority
+	(*emptypb.Empty)(nil),            // 28: google.protobuf.Empty
 }
 var file_pkg_apis_manager_v1_manager_proto_depIdxs = []int32{
 	2,  // 0: manager.SeedPeer.seed_peer_cluster:type_name -> manager.SeedPeerCluster
@@ -2628,49 +2621,48 @@ var file_pkg_apis_manager_v1_manager_proto_depIdxs = []int32{
 	1,  // 4: manager.SchedulerCluster.security_group:type_name -> manager.SecurityGroup
 	6,  // 5: manager.Scheduler.scheduler_cluster:type_name -> manager.SchedulerCluster
 	3,  // 6: manager.Scheduler.seed_peers:type_name -> manager.SeedPeer
-	26, // 7: manager.Scheduler.features:type_name -> manager.Scheduler.FeaturesEntry
-	0,  // 8: manager.GetSchedulerRequest.source_type:type_name -> manager.SourceType
-	0,  // 9: manager.UpdateSchedulerRequest.source_type:type_name -> manager.SourceType
-	0,  // 10: manager.ListSchedulersRequest.source_type:type_name -> manager.SourceType
-	27, // 11: manager.ListSchedulersRequest.host_info:type_name -> manager.ListSchedulersRequest.HostInfoEntry
-	7,  // 12: manager.ListSchedulersResponse.schedulers:type_name -> manager.Scheduler
-	0,  // 13: manager.GetObjectStorageRequest.source_type:type_name -> manager.SourceType
-	0,  // 14: manager.ListBucketsRequest.source_type:type_name -> manager.SourceType
-	14, // 15: manager.ListBucketsResponse.buckets:type_name -> manager.Bucket
-	28, // 16: manager.URLPriority.value:type_name -> common.Priority
-	28, // 17: manager.ApplicationPriority.value:type_name -> common.Priority
-	17, // 18: manager.ApplicationPriority.urls:type_name -> manager.URLPriority
-	18, // 19: manager.Application.priority:type_name -> manager.ApplicationPriority
-	0,  // 20: manager.ListApplicationsRequest.source_type:type_name -> manager.SourceType
-	19, // 21: manager.ListApplicationsResponse.applications:type_name -> manager.Application
-	22, // 22: manager.CreateModelRequest.create_gnn_request:type_name -> manager.CreateGNNRequest
-	23, // 23: manager.CreateModelRequest.create_mlp_request:type_name -> manager.CreateMLPRequest
-	0,  // 24: manager.KeepAliveRequest.source_type:type_name -> manager.SourceType
-	4,  // 25: manager.Manager.GetSeedPeer:input_type -> manager.GetSeedPeerRequest
-	5,  // 26: manager.Manager.UpdateSeedPeer:input_type -> manager.UpdateSeedPeerRequest
-	8,  // 27: manager.Manager.GetScheduler:input_type -> manager.GetSchedulerRequest
-	9,  // 28: manager.Manager.UpdateScheduler:input_type -> manager.UpdateSchedulerRequest
-	10, // 29: manager.Manager.ListSchedulers:input_type -> manager.ListSchedulersRequest
-	13, // 30: manager.Manager.GetObjectStorage:input_type -> manager.GetObjectStorageRequest
-	15, // 31: manager.Manager.ListBuckets:input_type -> manager.ListBucketsRequest
-	20, // 32: manager.Manager.ListApplications:input_type -> manager.ListApplicationsRequest
-	24, // 33: manager.Manager.CreateModel:input_type -> manager.CreateModelRequest
-	25, // 34: manager.Manager.KeepAlive:input_type -> manager.KeepAliveRequest
-	3,  // 35: manager.Manager.GetSeedPeer:output_type -> manager.SeedPeer
-	3,  // 36: manager.Manager.UpdateSeedPeer:output_type -> manager.SeedPeer
-	7,  // 37: manager.Manager.GetScheduler:output_type -> manager.Scheduler
-	7,  // 38: manager.Manager.UpdateScheduler:output_type -> manager.Scheduler
-	11, // 39: manager.Manager.ListSchedulers:output_type -> manager.ListSchedulersResponse
-	12, // 40: manager.Manager.GetObjectStorage:output_type -> manager.ObjectStorage
-	16, // 41: manager.Manager.ListBuckets:output_type -> manager.ListBucketsResponse
-	21, // 42: manager.Manager.ListApplications:output_type -> manager.ListApplicationsResponse
-	29, // 43: manager.Manager.CreateModel:output_type -> google.protobuf.Empty
-	29, // 44: manager.Manager.KeepAlive:output_type -> google.protobuf.Empty
-	35, // [35:45] is the sub-list for method output_type
-	25, // [25:35] is the sub-list for method input_type
-	25, // [25:25] is the sub-list for extension type_name
-	25, // [25:25] is the sub-list for extension extendee
-	0,  // [0:25] is the sub-list for field type_name
+	0,  // 7: manager.GetSchedulerRequest.source_type:type_name -> manager.SourceType
+	0,  // 8: manager.UpdateSchedulerRequest.source_type:type_name -> manager.SourceType
+	0,  // 9: manager.ListSchedulersRequest.source_type:type_name -> manager.SourceType
+	26, // 10: manager.ListSchedulersRequest.host_info:type_name -> manager.ListSchedulersRequest.HostInfoEntry
+	7,  // 11: manager.ListSchedulersResponse.schedulers:type_name -> manager.Scheduler
+	0,  // 12: manager.GetObjectStorageRequest.source_type:type_name -> manager.SourceType
+	0,  // 13: manager.ListBucketsRequest.source_type:type_name -> manager.SourceType
+	14, // 14: manager.ListBucketsResponse.buckets:type_name -> manager.Bucket
+	27, // 15: manager.URLPriority.value:type_name -> common.Priority
+	27, // 16: manager.ApplicationPriority.value:type_name -> common.Priority
+	17, // 17: manager.ApplicationPriority.urls:type_name -> manager.URLPriority
+	18, // 18: manager.Application.priority:type_name -> manager.ApplicationPriority
+	0,  // 19: manager.ListApplicationsRequest.source_type:type_name -> manager.SourceType
+	19, // 20: manager.ListApplicationsResponse.applications:type_name -> manager.Application
+	22, // 21: manager.CreateModelRequest.create_gnn_request:type_name -> manager.CreateGNNRequest
+	23, // 22: manager.CreateModelRequest.create_mlp_request:type_name -> manager.CreateMLPRequest
+	0,  // 23: manager.KeepAliveRequest.source_type:type_name -> manager.SourceType
+	4,  // 24: manager.Manager.GetSeedPeer:input_type -> manager.GetSeedPeerRequest
+	5,  // 25: manager.Manager.UpdateSeedPeer:input_type -> manager.UpdateSeedPeerRequest
+	8,  // 26: manager.Manager.GetScheduler:input_type -> manager.GetSchedulerRequest
+	9,  // 27: manager.Manager.UpdateScheduler:input_type -> manager.UpdateSchedulerRequest
+	10, // 28: manager.Manager.ListSchedulers:input_type -> manager.ListSchedulersRequest
+	13, // 29: manager.Manager.GetObjectStorage:input_type -> manager.GetObjectStorageRequest
+	15, // 30: manager.Manager.ListBuckets:input_type -> manager.ListBucketsRequest
+	20, // 31: manager.Manager.ListApplications:input_type -> manager.ListApplicationsRequest
+	24, // 32: manager.Manager.CreateModel:input_type -> manager.CreateModelRequest
+	25, // 33: manager.Manager.KeepAlive:input_type -> manager.KeepAliveRequest
+	3,  // 34: manager.Manager.GetSeedPeer:output_type -> manager.SeedPeer
+	3,  // 35: manager.Manager.UpdateSeedPeer:output_type -> manager.SeedPeer
+	7,  // 36: manager.Manager.GetScheduler:output_type -> manager.Scheduler
+	7,  // 37: manager.Manager.UpdateScheduler:output_type -> manager.Scheduler
+	11, // 38: manager.Manager.ListSchedulers:output_type -> manager.ListSchedulersResponse
+	12, // 39: manager.Manager.GetObjectStorage:output_type -> manager.ObjectStorage
+	16, // 40: manager.Manager.ListBuckets:output_type -> manager.ListBucketsResponse
+	21, // 41: manager.Manager.ListApplications:output_type -> manager.ListApplicationsResponse
+	28, // 42: manager.Manager.CreateModel:output_type -> google.protobuf.Empty
+	28, // 43: manager.Manager.KeepAlive:output_type -> google.protobuf.Empty
+	34, // [34:44] is the sub-list for method output_type
+	24, // [24:34] is the sub-list for method input_type
+	24, // [24:24] is the sub-list for extension type_name
+	24, // [24:24] is the sub-list for extension extendee
+	0,  // [0:24] is the sub-list for field type_name
 }
 
 func init() { file_pkg_apis_manager_v1_manager_proto_init() }
@@ -2990,7 +2982,7 @@ func file_pkg_apis_manager_v1_manager_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_pkg_apis_manager_v1_manager_proto_rawDesc,
 			NumEnums:      1,
-			NumMessages:   27,
+			NumMessages:   26,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/pkg/apis/manager/v1/manager.proto b/pkg/apis/manager/v1/manager.proto
index a6e6543..38e8187 100644
--- a/pkg/apis/manager/v1/manager.proto
+++ b/pkg/apis/manager/v1/manager.proto
@@ -169,7 +169,7 @@ message Scheduler {
   // Seed peers to which the scheduler belongs.
   repeated SeedPeer seed_peers = 13;
   // Feature flags of scheduler.
-  map<string, bool> features = 14;
+  bytes features = 14;
 }
 
 // GetSchedulerRequest represents request of GetScheduler.
diff --git a/pkg/apis/manager/v2/manager.pb.go b/pkg/apis/manager/v2/manager.pb.go
index a098b79..8cb5f71 100644
--- a/pkg/apis/manager/v2/manager.pb.go
+++ b/pkg/apis/manager/v2/manager.pb.go
@@ -745,7 +745,7 @@ type Scheduler struct {
 	// Seed peers to which the scheduler belongs.
 	SeedPeers []*SeedPeer `protobuf:"bytes,10,rep,name=seed_peers,json=seedPeers,proto3" json:"seed_peers,omitempty"`
 	// Feature flags of scheduler.
-	Features map[string]bool `protobuf:"bytes,11,rep,name=features,proto3" json:"features,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"varint,2,opt,name=value,proto3"`
+	Features []byte `protobuf:"bytes,11,opt,name=features,proto3" json:"features,omitempty"`
 }
 
 func (x *Scheduler) Reset() {
@@ -850,7 +850,7 @@ func (x *Scheduler) GetSeedPeers() []*SeedPeer {
 	return nil
 }
 
-func (x *Scheduler) GetFeatures() map[string]bool {
+func (x *Scheduler) GetFeatures() []byte {
 	if x != nil {
 		return x.Features
 	}
@@ -2266,7 +2266,7 @@ var file_pkg_apis_manager_v2_manager_proto_rawDesc = []byte{
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 }
 
 var (
@@ -2563,7 +2556,7 @@ func file_pkg_apis_manager_v2_manager_proto_rawDescGZIP() []byte {
 }
 
 var file_pkg_apis_manager_v2_manager_proto_enumTypes = make([]protoimpl.EnumInfo, 1)
-var file_pkg_apis_manager_v2_manager_proto_msgTypes = make([]protoimpl.MessageInfo, 27)
+var file_pkg_apis_manager_v2_manager_proto_msgTypes = make([]protoimpl.MessageInfo, 26)
 var file_pkg_apis_manager_v2_manager_proto_goTypes = []interface{}{
 	(SourceType)(0),                  // 0: manager.v2.SourceType
 	(*SecurityGroup)(nil),            // 1: manager.v2.SecurityGroup
@@ -2591,10 +2584,9 @@ var file_pkg_apis_manager_v2_manager_proto_goTypes = []interface{}{
 	(*CreateMLPRequest)(nil),         // 23: manager.v2.CreateMLPRequest
 	(*CreateModelRequest)(nil),       // 24: manager.v2.CreateModelRequest
 	(*KeepAliveRequest)(nil),         // 25: manager.v2.KeepAliveRequest
-	nil,                              // 26: manager.v2.Scheduler.FeaturesEntry
-	nil,                              // 27: manager.v2.ListSchedulersRequest.HostInfoEntry
-	(v2.Priority)(0),                 // 28: common.v2.Priority
-	(*emptypb.Empty)(nil),            // 29: google.protobuf.Empty
+	nil,                              // 26: manager.v2.ListSchedulersRequest.HostInfoEntry
+	(v2.Priority)(0),                 // 27: common.v2.Priority
+	(*emptypb.Empty)(nil),            // 28: google.protobuf.Empty
 }
 var file_pkg_apis_manager_v2_manager_proto_depIdxs = []int32{
 	2,  // 0: manager.v2.SeedPeer.seed_peer_cluster:type_name -> manager.v2.SeedPeerCluster
@@ -2604,49 +2596,48 @@ var file_pkg_apis_manager_v2_manager_proto_depIdxs = []int32{
 	1,  // 4: manager.v2.SchedulerCluster.security_group:type_name -> manager.v2.SecurityGroup
 	6,  // 5: manager.v2.Scheduler.scheduler_cluster:type_name -> manager.v2.SchedulerCluster
 	3,  // 6: manager.v2.Scheduler.seed_peers:type_name -> manager.v2.SeedPeer
-	26, // 7: manager.v2.Scheduler.features:type_name -> manager.v2.Scheduler.FeaturesEntry
-	0,  // 8: manager.v2.GetSchedulerRequest.source_type:type_name -> manager.v2.SourceType
-	0,  // 9: manager.v2.UpdateSchedulerRequest.source_type:type_name -> manager.v2.SourceType
-	0,  // 10: manager.v2.ListSchedulersRequest.source_type:type_name -> manager.v2.SourceType
-	27, // 11: manager.v2.ListSchedulersRequest.host_info:type_name -> manager.v2.ListSchedulersRequest.HostInfoEntry
-	7,  // 12: manager.v2.ListSchedulersResponse.schedulers:type_name -> manager.v2.Scheduler
-	0,  // 13: manager.v2.GetObjectStorageRequest.source_type:type_name -> manager.v2.SourceType
-	0,  // 14: manager.v2.ListBucketsRequest.source_type:type_name -> manager.v2.SourceType
-	14, // 15: manager.v2.ListBucketsResponse.buckets:type_name -> manager.v2.Bucket
-	28, // 16: manager.v2.URLPriority.value:type_name -> common.v2.Priority
-	28, // 17: manager.v2.ApplicationPriority.value:type_name -> common.v2.Priority
-	17, // 18: manager.v2.ApplicationPriority.urls:type_name -> manager.v2.URLPriority
-	18, // 19: manager.v2.Application.priority:type_name -> manager.v2.ApplicationPriority
-	0,  // 20: manager.v2.ListApplicationsRequest.source_type:type_name -> manager.v2.SourceType
-	19, // 21: manager.v2.ListApplicationsResponse.applications:type_name -> manager.v2.Application
-	22, // 22: manager.v2.CreateModelRequest.create_gnn_request:type_name -> manager.v2.CreateGNNRequest
-	23, // 23: manager.v2.CreateModelRequest.create_mlp_request:type_name -> manager.v2.CreateMLPRequest
-	0,  // 24: manager.v2.KeepAliveRequest.source_type:type_name -> manager.v2.SourceType
-	4,  // 25: manager.v2.Manager.GetSeedPeer:input_type -> manager.v2.GetSeedPeerRequest
-	5,  // 26: manager.v2.Manager.UpdateSeedPeer:input_type -> manager.v2.UpdateSeedPeerRequest
-	8,  // 27: manager.v2.Manager.GetScheduler:input_type -> manager.v2.GetSchedulerRequest
-	9,  // 28: manager.v2.Manager.UpdateScheduler:input_type -> manager.v2.UpdateSchedulerRequest
-	10, // 29: manager.v2.Manager.ListSchedulers:input_type -> manager.v2.ListSchedulersRequest
-	13, // 30: manager.v2.Manager.GetObjectStorage:input_type -> manager.v2.GetObjectStorageRequest
-	15, // 31: manager.v2.Manager.ListBuckets:input_type -> manager.v2.ListBucketsRequest
-	20, // 32: manager.v2.Manager.ListApplications:input_type -> manager.v2.ListApplicationsRequest
-	24, // 33: manager.v2.Manager.CreateModel:input_type -> manager.v2.CreateModelRequest
-	25, // 34: manager.v2.Manager.KeepAlive:input_type -> manager.v2.KeepAliveRequest
-	3,  // 35: manager.v2.Manager.GetSeedPeer:output_type -> manager.v2.SeedPeer
-	3,  // 36: manager.v2.Manager.UpdateSeedPeer:output_type -> manager.v2.SeedPeer
-	7,  // 37: manager.v2.Manager.GetScheduler:output_type -> manager.v2.Scheduler
-	7,  // 38: manager.v2.Manager.UpdateScheduler:output_type -> manager.v2.Scheduler
-	11, // 39: manager.v2.Manager.ListSchedulers:output_type -> manager.v2.ListSchedulersResponse
-	12, // 40: manager.v2.Manager.GetObjectStorage:output_type -> manager.v2.ObjectStorage
-	16, // 41: manager.v2.Manager.ListBuckets:output_type -> manager.v2.ListBucketsResponse
-	21, // 42: manager.v2.Manager.ListApplications:output_type -> manager.v2.ListApplicationsResponse
-	29, // 43: manager.v2.Manager.CreateModel:output_type -> google.protobuf.Empty
-	29, // 44: manager.v2.Manager.KeepAlive:output_type -> google.protobuf.Empty
-	35, // [35:45] is the sub-list for method output_type
-	25, // [25:35] is the sub-list for method input_type
-	25, // [25:25] is the sub-list for extension type_name
-	25, // [25:25] is the sub-list for extension extendee
-	0,  // [0:25] is the sub-list for field type_name
+	0,  // 7: manager.v2.GetSchedulerRequest.source_type:type_name -> manager.v2.SourceType
+	0,  // 8: manager.v2.UpdateSchedulerRequest.source_type:type_name -> manager.v2.SourceType
+	0,  // 9: manager.v2.ListSchedulersRequest.source_type:type_name -> manager.v2.SourceType
+	26, // 10: manager.v2.ListSchedulersRequest.host_info:type_name -> manager.v2.ListSchedulersRequest.HostInfoEntry
+	7,  // 11: manager.v2.ListSchedulersResponse.schedulers:type_name -> manager.v2.Scheduler
+	0,  // 12: manager.v2.GetObjectStorageRequest.source_type:type_name -> manager.v2.SourceType
+	0,  // 13: manager.v2.ListBucketsRequest.source_type:type_name -> manager.v2.SourceType
+	14, // 14: manager.v2.ListBucketsResponse.buckets:type_name -> manager.v2.Bucket
+	27, // 15: manager.v2.URLPriority.value:type_name -> common.v2.Priority
+	27, // 16: manager.v2.ApplicationPriority.value:type_name -> common.v2.Priority
+	17, // 17: manager.v2.ApplicationPriority.urls:type_name -> manager.v2.URLPriority
+	18, // 18: manager.v2.Application.priority:type_name -> manager.v2.ApplicationPriority
+	0,  // 19: manager.v2.ListApplicationsRequest.source_type:type_name -> manager.v2.SourceType
+	19, // 20: manager.v2.ListApplicationsResponse.applications:type_name -> manager.v2.Application
+	22, // 21: manager.v2.CreateModelRequest.create_gnn_request:type_name -> manager.v2.CreateGNNRequest
+	23, // 22: manager.v2.CreateModelRequest.create_mlp_request:type_name -> manager.v2.CreateMLPRequest
+	0,  // 23: manager.v2.KeepAliveRequest.source_type:type_name -> manager.v2.SourceType
+	4,  // 24: manager.v2.Manager.GetSeedPeer:input_type -> manager.v2.GetSeedPeerRequest
+	5,  // 25: manager.v2.Manager.UpdateSeedPeer:input_type -> manager.v2.UpdateSeedPeerRequest
+	8,  // 26: manager.v2.Manager.GetScheduler:input_type -> manager.v2.GetSchedulerRequest
+	9,  // 27: manager.v2.Manager.UpdateScheduler:input_type -> manager.v2.UpdateSchedulerRequest
+	10, // 28: manager.v2.Manager.ListSchedulers:input_type -> manager.v2.ListSchedulersRequest
+	13, // 29: manager.v2.Manager.GetObjectStorage:input_type -> manager.v2.GetObjectStorageRequest
+	15, // 30: manager.v2.Manager.ListBuckets:input_type -> manager.v2.ListBucketsRequest
+	20, // 31: manager.v2.Manager.ListApplications:input_type -> manager.v2.ListApplicationsRequest
+	24, // 32: manager.v2.Manager.CreateModel:input_type -> manager.v2.CreateModelRequest
+	25, // 33: manager.v2.Manager.KeepAlive:input_type -> manager.v2.KeepAliveRequest
+	3,  // 34: manager.v2.Manager.GetSeedPeer:output_type -> manager.v2.SeedPeer
+	3,  // 35: manager.v2.Manager.UpdateSeedPeer:output_type -> manager.v2.SeedPeer
+	7,  // 36: manager.v2.Manager.GetScheduler:output_type -> manager.v2.Scheduler
+	7,  // 37: manager.v2.Manager.UpdateScheduler:output_type -> manager.v2.Scheduler
+	11, // 38: manager.v2.Manager.ListSchedulers:output_type -> manager.v2.ListSchedulersResponse
+	12, // 39: manager.v2.Manager.GetObjectStorage:output_type -> manager.v2.ObjectStorage
+	16, // 40: manager.v2.Manager.ListBuckets:output_type -> manager.v2.ListBucketsResponse
+	21, // 41: manager.v2.Manager.ListApplications:output_type -> manager.v2.ListApplicationsResponse
+	28, // 42: manager.v2.Manager.CreateModel:output_type -> google.protobuf.Empty
+	28, // 43: manager.v2.Manager.KeepAlive:output_type -> google.protobuf.Empty
+	34, // [34:44] is the sub-list for method output_type
+	24, // [24:34] is the sub-list for method input_type
+	24, // [24:24] is the sub-list for extension type_name
+	24, // [24:24] is the sub-list for extension extendee
+	0,  // [0:24] is the sub-list for field type_name
 }
 
 func init() { file_pkg_apis_manager_v2_manager_proto_init() }
@@ -2966,7 +2957,7 @@ func file_pkg_apis_manager_v2_manager_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_pkg_apis_manager_v2_manager_proto_rawDesc,
 			NumEnums:      1,
-			NumMessages:   27,
+			NumMessages:   26,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/pkg/apis/manager/v2/manager.proto b/pkg/apis/manager/v2/manager.proto
index 9b256d4..0596718 100644
--- a/pkg/apis/manager/v2/manager.proto
+++ b/pkg/apis/manager/v2/manager.proto
@@ -167,7 +167,7 @@ message Scheduler {
   // Seed peers to which the scheduler belongs.
   repeated SeedPeer seed_peers = 10;
   // Feature flags of scheduler.
-  map<string, bool> features = 11;
+  bytes features = 11;
 }
 
 // GetSchedulerRequest represents request of GetScheduler.
diff --git a/proto/manager.proto b/proto/manager.proto
index f5986f4..2b441a5 100644
--- a/proto/manager.proto
+++ b/proto/manager.proto
@@ -164,7 +164,7 @@ message Scheduler {
   // Seed peers to which the scheduler belongs.
   repeated SeedPeer seed_peers = 10;
   // Feature flags of scheduler.
-  map<string, bool> features = 11;
+  bytes features = 11;
 }
 
 // GetSchedulerRequest represents request of GetScheduler.
diff --git a/src/manager.rs b/src/manager.rs
index ddf75ed..f2fd222 100644
--- a/src/manager.rs
+++ b/src/manager.rs
@@ -192,8 +192,8 @@ pub struct Scheduler {
     #[prost(message, repeated, tag = "10")]
     pub seed_peers: ::prost::alloc::vec::Vec<SeedPeer>,
     /// Feature flags of scheduler.
-    #[prost(map = "string, bool", tag = "11")]
-    pub features: ::std::collections::HashMap<::prost::alloc::string::String, bool>,
+    #[prost(bytes = "vec", tag = "11")]
+    pub features: ::prost::alloc::vec::Vec<u8>,
 }
 /// GetSchedulerRequest represents request of GetScheduler.
 #[allow(clippy::derive_partial_eq_without_eq)]