diff --git a/internal/datacoord/services.go b/internal/datacoord/services.go
index d6b74bfe94..03d59a0bc8 100644
--- a/internal/datacoord/services.go
+++ b/internal/datacoord/services.go
@@ -349,6 +349,7 @@ func (s *Server) GetRecoveryInfo(ctx context.Context, req *datapb.GetRecoveryInf
 	}
 	segmentIDs := s.meta.GetSegmentsOfPartition(collectionID, partitionID)
 	segment2Binlogs := make(map[UniqueID][]*datapb.FieldBinlog)
+	segmentsNumOfRows := make(map[UniqueID]int64)
 	for _, id := range segmentIDs {
 		segment := s.meta.GetSegment(id)
 		if segment == nil {
@@ -374,12 +375,15 @@ func (s *Server) GetRecoveryInfo(ctx context.Context, req *datapb.GetRecoveryInf
 			}
 			segment2Binlogs[id] = append(segment2Binlogs[id], fieldBinlogs)
 		}
+
+		segmentsNumOfRows[id] = segment.NumOfRows
 	}
 
 	binlogs := make([]*datapb.SegmentBinlogs, 0, len(segment2Binlogs))
 	for segmentID, fieldBinlogs := range segment2Binlogs {
 		sbl := &datapb.SegmentBinlogs{
 			SegmentID:    segmentID,
+			NumOfRows:    segmentsNumOfRows[segmentID],
 			FieldBinlogs: fieldBinlogs,
 		}
 		binlogs = append(binlogs, sbl)
diff --git a/internal/proto/data_coord.proto b/internal/proto/data_coord.proto
index a1432690b2..2d5081091e 100644
--- a/internal/proto/data_coord.proto
+++ b/internal/proto/data_coord.proto
@@ -251,6 +251,7 @@ message DataNodeInfo {
 message SegmentBinlogs {
   int64 segmentID = 1;
   repeated FieldBinlog fieldBinlogs = 2;
+  int64 num_of_rows = 3;
 }
 
 message FieldBinlog{
diff --git a/internal/proto/datapb/data_coord.pb.go b/internal/proto/datapb/data_coord.pb.go
index de2871b830..c2ea5df83e 100644
--- a/internal/proto/datapb/data_coord.pb.go
+++ b/internal/proto/datapb/data_coord.pb.go
@@ -1833,6 +1833,7 @@ func (m *DataNodeInfo) GetChannels() []*ChannelStatus {
 type SegmentBinlogs struct {
 	SegmentID            int64          `protobuf:"varint,1,opt,name=segmentID,proto3" json:"segmentID,omitempty"`
 	FieldBinlogs         []*FieldBinlog `protobuf:"bytes,2,rep,name=fieldBinlogs,proto3" json:"fieldBinlogs,omitempty"`
+	NumOfRows            int64          `protobuf:"varint,3,opt,name=num_of_rows,json=numOfRows,proto3" json:"num_of_rows,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}       `json:"-"`
 	XXX_unrecognized     []byte         `json:"-"`
 	XXX_sizecache        int32          `json:"-"`
@@ -1877,6 +1878,13 @@ func (m *SegmentBinlogs) GetFieldBinlogs() []*FieldBinlog {
 	return nil
 }
 
+func (m *SegmentBinlogs) GetNumOfRows() int64 {
+	if m != nil {
+		return m.NumOfRows
+	}
+	return 0
+}
+
 type FieldBinlog struct {
 	FieldID              int64    `protobuf:"varint,1,opt,name=fieldID,proto3" json:"fieldID,omitempty"`
 	Binlogs              []string `protobuf:"bytes,2,rep,name=binlogs,proto3" json:"binlogs,omitempty"`
@@ -2333,132 +2341,132 @@ func init() {
 func init() { proto.RegisterFile("data_coord.proto", fileDescriptor_82cd95f524594f49) }
 
 var fileDescriptor_82cd95f524594f49 = []byte{
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 }
 
 // Reference imports to suppress errors if they are not otherwise used.
diff --git a/internal/proto/query_coord.proto b/internal/proto/query_coord.proto
index 1b9cb5594c..b584bcf600 100644
--- a/internal/proto/query_coord.proto
+++ b/internal/proto/query_coord.proto
@@ -224,6 +224,7 @@ message SegmentLoadInfo {
   int64 dbID = 4;
   int64 flush_time = 5;
   repeated data.FieldBinlog binlog_paths = 6;
+  int64 num_of_rows = 7;
 }
 
 message LoadSegmentsRequest {
diff --git a/internal/proto/querypb/query_coord.pb.go b/internal/proto/querypb/query_coord.pb.go
index 19e6376126..85f60c86a0 100644
--- a/internal/proto/querypb/query_coord.pb.go
+++ b/internal/proto/querypb/query_coord.pb.go
@@ -1367,6 +1367,7 @@ type SegmentLoadInfo struct {
 	DbID                 int64                 `protobuf:"varint,4,opt,name=dbID,proto3" json:"dbID,omitempty"`
 	FlushTime            int64                 `protobuf:"varint,5,opt,name=flush_time,json=flushTime,proto3" json:"flush_time,omitempty"`
 	BinlogPaths          []*datapb.FieldBinlog `protobuf:"bytes,6,rep,name=binlog_paths,json=binlogPaths,proto3" json:"binlog_paths,omitempty"`
+	NumOfRows            int64                 `protobuf:"varint,7,opt,name=num_of_rows,json=numOfRows,proto3" json:"num_of_rows,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}              `json:"-"`
 	XXX_unrecognized     []byte                `json:"-"`
 	XXX_sizecache        int32                 `json:"-"`
@@ -1439,6 +1440,13 @@ func (m *SegmentLoadInfo) GetBinlogPaths() []*datapb.FieldBinlog {
 	return nil
 }
 
+func (m *SegmentLoadInfo) GetNumOfRows() int64 {
+	if m != nil {
+		return m.NumOfRows
+	}
+	return 0
+}
+
 type LoadSegmentsRequest struct {
 	Base                 *commonpb.MsgBase          `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
 	NodeID               int64                      `protobuf:"varint,2,opt,name=nodeID,proto3" json:"nodeID,omitempty"`
@@ -2021,130 +2029,131 @@ func init() {
 func init() { proto.RegisterFile("query_coord.proto", fileDescriptor_aab7cc9a69ed26e8) }
 
 var fileDescriptor_aab7cc9a69ed26e8 = []byte{
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+	0x3d, 0xe3, 0x3f, 0x4b, 0xb0, 0xfa, 0x23, 0x33, 0xb4, 0x8e, 0x06, 0x9e, 0x20, 0xd2, 0xd7, 0x73,
+	0xc0, 0x5c, 0x89, 0x57, 0x8a, 0x25, 0x9e, 0xa4, 0xe9, 0xb2, 0x2c, 0x4d, 0xd9, 0xc3, 0x6b, 0xe3,
+	0xf3, 0xf8, 0xbc, 0xb3, 0x34, 0x4d, 0xb5, 0x3d, 0xd5, 0x73, 0xb4, 0x3d, 0x68, 0x1b, 0xda, 0xf8,
+	0x85, 0xe5, 0x4e, 0x6d, 0x6c, 0x44, 0xda, 0x6b, 0x5c, 0xfb, 0x4d, 0x89, 0xf6, 0x74, 0x8d, 0xb4,
+	0xc4, 0x47, 0x43, 0x5e, 0x2a, 0x3f, 0x2f, 0x41, 0x57, 0xec, 0xb2, 0x4e, 0x71, 0x01, 0x54, 0xcc,
+	0xb9, 0xa3, 0x54, 0x74, 0xc7, 0x22, 0x4e, 0x8d, 0x6f, 0xe8, 0x4a, 0xea, 0x86, 0xbe, 0x01, 0x70,
+	0xe8, 0x4e, 0xe9, 0x91, 0x11, 0x3a, 0x5e, 0x8c, 0x89, 0x0d, 0x4e, 0x39, 0x70, 0x3c, 0x8c, 0x3e,
+	0x81, 0xd6, 0xc8, 0xf1, 0x5d, 0x32, 0x36, 0x26, 0x66, 0x78, 0xc4, 0x90, 0x71, 0xde, 0x71, 0x1f,
+	0x3a, 0xd8, 0xb5, 0x1f, 0x70, 0x5e, 0xbd, 0x19, 0x7d, 0xb3, 0xc7, 0x3e, 0x41, 0x37, 0xa1, 0xc9,
+	0x80, 0x95, 0x1c, 0x46, 0xd8, 0x5a, 0x8b, 0x54, 0xf8, 0x53, 0xef, 0xf1, 0x21, 0x43, 0x57, 0xed,
+	0xf7, 0x25, 0xb8, 0xca, 0xdc, 0x20, 0x3c, 0x72, 0x09, 0x09, 0x77, 0x3f, 0x4e, 0x95, 0xf2, 0xfc,
+	0x7b, 0x33, 0x17, 0x8f, 0x62, 0xba, 0x9c, 0xe7, 0xad, 0x82, 0xbe, 0x0f, 0x1d, 0x97, 0x98, 0xb6,
+	0x61, 0x11, 0xdf, 0xe6, 0x91, 0xe2, 0x1e, 0xee, 0x6c, 0xbd, 0x23, 0x33, 0xe1, 0x20, 0x70, 0xc6,
+	0x63, 0x1c, 0x6c, 0xc7, 0xbc, 0x7a, 0xdb, 0xe5, 0x2f, 0x35, 0xb1, 0xe4, 0x08, 0x2b, 0x5a, 0xee,
+	0xcb, 0xf3, 0x55, 0x9c, 0x23, 0xe5, 0x53, 0xba, 0xb8, 0xca, 0x02, 0x5d, 0xdc, 0xb2, 0xa4, 0x11,
+	0xcf, 0x76, 0x0a, 0xd5, 0x42, 0xa7, 0x70, 0x00, 0xed, 0x04, 0x77, 0x78, 0x51, 0xdc, 0x82, 0x76,
+	0x64, 0x96, 0xc1, 0x3c, 0x81, 0xed, 0xb8, 0x0b, 0x8f, 0x88, 0x9f, 0x71, 0x1a, 0x93, 0x9a, 0xe0,
+	0x5a, 0x74, 0x69, 0x35, 0xf4, 0x14, 0x45, 0xfb, 0x85, 0x02, 0x6a, 0x1a, 0xb1, 0xb9, 0xe4, 0x45,
+	0xda, 0xfb, 0x3b, 0xd0, 0x15, 0x03, 0xa2, 0x04, 0x36, 0x45, 0xc3, 0xfd, 0x2c, 0x2d, 0x6e, 0x80,
+	0x3e, 0x86, 0xd5, 0x88, 0xb1, 0x00, 0xb3, 0x51, 0xe3, 0x7d, 0x8d, 0xef, 0xea, 0x39, 0xac, 0xfd,
+	0x6b, 0x19, 0x3a, 0xb3, 0xc4, 0x59, 0xd8, 0xaa, 0x45, 0x06, 0x03, 0xbb, 0xa0, 0xce, 0x3a, 0x47,
+	0xde, 0x5b, 0x9c, 0x9a, 0xfb, 0xf9, 0x9e, 0xb1, 0x3b, 0xc9, 0xb5, 0xda, 0x0f, 0xa1, 0x2d, 0xce,
+	0x24, 0x50, 0xaf, 0xc2, 0x85, 0x7d, 0x43, 0x26, 0x2c, 0x13, 0x41, 0xbd, 0x95, 0x82, 0x60, 0x8a,
+	0xee, 0x43, 0x83, 0x97, 0x43, 0x78, 0x32, 0xc1, 0xa2, 0x12, 0xde, 0x92, 0xc9, 0x60, 0x91, 0x3d,
+	0x38, 0x99, 0x60, 0xbd, 0xee, 0x8a, 0x5f, 0x17, 0xc5, 0xed, 0x7b, 0xb0, 0x12, 0x44, 0xa5, 0x63,
+	0x1b, 0x19, 0xf7, 0xd5, 0xb8, 0xfb, 0xae, 0xc5, 0x9b, 0x7b, 0x69, 0x37, 0xce, 0x79, 0x05, 0xd4,
+	0xe7, 0xbe, 0x02, 0x7e, 0x0a, 0xdd, 0xef, 0x9a, 0xbe, 0x4d, 0x0e, 0x0f, 0xe3, 0x02, 0x3d, 0x47,
+	0x65, 0xde, 0xcf, 0xf6, 0x5f, 0xaf, 0x80, 0x56, 0xda, 0x2f, 0x4b, 0xb0, 0xca, 0x68, 0x0f, 0x4c,
+	0xd7, 0xf4, 0x2d, 0xbc, 0x78, 0xd7, 0xfd, 0xdf, 0xb9, 0x5f, 0x6e, 0x41, 0x9b, 0x92, 0x69, 0x60,
+	0x61, 0x23, 0xd3, 0x7c, 0xb7, 0x22, 0xe2, 0x6e, 0x04, 0x30, 0x37, 0x00, 0x6c, 0x1a, 0x1a, 0x99,
+	0x17, 0x79, 0xc3, 0xa6, 0xa1, 0xd8, 0x7e, 0x1b, 0x9a, 0x42, 0x86, 0x4d, 0x7c, 0xcc, 0x83, 0x5d,
+	0xd7, 0x21, 0x22, 0x0d, 0x88, 0xcf, 0xfb, 0x74, 0xf6, 0x3d, 0xdf, 0xad, 0xf1, 0xdd, 0x9a, 0x4d,
+	0x43, 0xbe, 0x75, 0x03, 0xe0, 0xb9, 0xe9, 0x3a, 0x36, 0x4f, 0x52, 0x1e, 0xa6, 0xba, 0xde, 0xe0,
+	0x14, 0xe6, 0x02, 0xed, 0xcf, 0x0a, 0xa0, 0x94, 0x77, 0xce, 0x8f, 0x9d, 0xb7, 0xa1, 0x93, 0x39,
+	0x67, 0x32, 0xed, 0x4c, 0x1f, 0x94, 0x32, 0xf0, 0x1f, 0x45, 0xaa, 0x8c, 0x00, 0x9b, 0x94, 0xf8,
+	0xdc, 0x69, 0x0b, 0x83, 0xff, 0x28, 0x36, 0x93, 0x7d, 0xba, 0xfe, 0x12, 0x3a, 0xd9, 0x32, 0x45,
+	0x2d, 0xa8, 0xef, 0x92, 0xf0, 0xd3, 0x17, 0x0e, 0x0d, 0xd5, 0x25, 0xd4, 0x01, 0xd8, 0x25, 0xe1,
+	0x5e, 0x80, 0x29, 0xf6, 0x43, 0x55, 0x41, 0x00, 0xd5, 0xc7, 0xfe, 0xc0, 0xa1, 0x5f, 0xa8, 0x25,
+	0x74, 0x55, 0x3c, 0x9e, 0x4d, 0x77, 0x28, 0x72, 0x56, 0x2d, 0xb3, 0xcf, 0x93, 0x55, 0x05, 0xa9,
+	0xd0, 0x4a, 0x58, 0x76, 0xf6, 0x7e, 0xa8, 0x2e, 0xa3, 0x06, 0x2c, 0x47, 0x3f, 0xab, 0xeb, 0x8f,
+	0x41, 0xcd, 0x9b, 0x87, 0x9a, 0x50, 0x3b, 0x8a, 0x52, 0x5d, 0x5d, 0x42, 0x5d, 0x68, 0xba, 0x33,
+	0xc7, 0xaa, 0x0a, 0x23, 0x8c, 0x83, 0x89, 0x25, 0x5c, 0xac, 0x96, 0x98, 0x36, 0xe6, 0xab, 0x01,
+	0x39, 0xf6, 0xd5, 0xf2, 0xfa, 0xf7, 0xa0, 0x95, 0x7e, 0xd0, 0xa0, 0x3a, 0x54, 0x76, 0x89, 0x8f,
+	0xd5, 0x25, 0x26, 0x76, 0x27, 0x20, 0xc7, 0x8e, 0x3f, 0x8e, 0xce, 0xf0, 0x30, 0x20, 0x2f, 0xb1,
+	0xaf, 0x96, 0xd8, 0x06, 0xc5, 0xa6, 0xcb, 0x36, 0xca, 0x6c, 0x83, 0x2d, 0xb0, 0xad, 0x56, 0xd6,
+	0x3f, 0x82, 0x7a, 0x0c, 0x17, 0xe8, 0x0a, 0xb4, 0x33, 0xa3, 0x37, 0x75, 0x09, 0xa1, 0xe8, 0x06,
+	0x9e, 0x01, 0x83, 0xaa, 0x6c, 0xfd, 0x1b, 0x00, 0xa2, 0x1b, 0x81, 0x90, 0xc0, 0x46, 0x13, 0x40,
+	0x3b, 0x38, 0xdc, 0x26, 0xde, 0x84, 0xf8, 0xb1, 0x49, 0x14, 0x7d, 0x98, 0x8d, 0x52, 0x32, 0xe7,
+	0x2f, 0xb2, 0x8a, 0x53, 0xf6, 0xdf, 0x9d, 0xf3, 0x45, 0x8e, 0x5d, 0x5b, 0x42, 0x1e, 0xd7, 0xc8,
+	0x1a, 0xac, 0x03, 0xc7, 0xfa, 0x22, 0x9e, 0xdb, 0x9c, 0xa2, 0x31, 0xc7, 0x1a, 0x6b, 0xcc, 0x61,
+	0x83, 0x58, 0xec, 0x87, 0x81, 0xe3, 0x8f, 0xe3, 0x47, 0xa0, 0xb6, 0x84, 0x9e, 0xc1, 0x35, 0xf6,
+	0x40, 0x0c, 0xcd, 0xd0, 0xa1, 0xa1, 0x63, 0xd1, 0x58, 0xe1, 0xd6, 0x7c, 0x85, 0x05, 0xe6, 0x57,
+	0x54, 0xe9, 0x42, 0x37, 0xf7, 0xff, 0x02, 0x5a, 0x97, 0x02, 0x99, 0xf4, 0xbf, 0x90, 0xfe, 0xfb,
+	0x0b, 0xf1, 0x26, 0xda, 0x1c, 0xe8, 0x64, 0x67, 0xef, 0xe8, 0xbd, 0x79, 0x02, 0x0a, 0xc3, 0xca,
+	0xfe, 0xfa, 0x22, 0xac, 0x89, 0xaa, 0x27, 0xd0, 0xc9, 0x4e, 0x77, 0xe5, 0xaa, 0xa4, 0x13, 0xe0,
+	0xfe, 0x69, 0xef, 0x6f, 0x6d, 0x09, 0xfd, 0x04, 0xae, 0x14, 0x46, 0xaa, 0xe8, 0x9b, 0x32, 0xf1,
+	0xf3, 0x26, 0xaf, 0x67, 0x69, 0x10, 0xd6, 0xcf, 0xbc, 0x38, 0xdf, 0xfa, 0xc2, 0x6c, 0x7d, 0x71,
+	0xeb, 0x53, 0xe2, 0x4f, 0xb3, 0xfe, 0x95, 0x35, 0x4c, 0x01, 0x15, 0x87, 0xaa, 0xe8, 0x03, 0x99,
+	0x8a, 0xb9, 0x83, 0xdd, 0xfe, 0xc6, 0xa2, 0xec, 0x49, 0xc8, 0xa7, 0xbc, 0x5a, 0xf3, 0xe3, 0x47,
+	0xa9, 0xda, 0xb9, 0xf3, 0x54, 0xb9, 0xda, 0xf9, 0x13, 0xc3, 0x28, 0xa9, 0xb3, 0x63, 0x1d, 0x79,
+	0xac, 0xa4, 0x63, 0x3c, 0x79, 0x52, 0xcb, 0xa7, 0x44, 0xda, 0x12, 0x32, 0x00, 0x76, 0x70, 0xf8,
+	0x08, 0x87, 0x81, 0x63, 0x51, 0xf4, 0xae, 0xb4, 0xc4, 0x67, 0x0c, 0xb1, 0x8e, 0x3b, 0x67, 0xf2,
+	0xc5, 0x0a, 0xb6, 0xfe, 0xd2, 0x80, 0x06, 0xf7, 0x2e, 0xbb, 0x1b, 0xff, 0x0f, 0xb8, 0x97, 0x00,
+	0xb8, 0x4f, 0xa1, 0x9b, 0x9b, 0xbe, 0xc9, 0x01, 0x57, 0x3e, 0xa2, 0x3b, 0xab, 0xf2, 0x46, 0x80,
+	0x8a, 0xa3, 0x2f, 0x79, 0x09, 0xcc, 0x1d, 0x91, 0x9d, 0xa5, 0xe3, 0x29, 0x74, 0x73, 0xa3, 0x27,
+	0xf9, 0x09, 0xe4, 0xf3, 0xa9, 0xb3, 0xa4, 0x7f, 0x0e, 0xad, 0xf4, 0x90, 0x01, 0xdd, 0x99, 0x87,
+	0x7b, 0xb9, 0xa7, 0xf5, 0xeb, 0x47, 0xbd, 0xcb, 0xbf, 0x15, 0x9e, 0x42, 0x37, 0x37, 0x57, 0x90,
+	0x7b, 0x5e, 0x3e, 0x7c, 0x38, 0x4b, 0xfa, 0x57, 0x08, 0xc7, 0x1e, 0x7c, 0xfc, 0x64, 0x6b, 0xec,
+	0x84, 0x47, 0xd3, 0x11, 0x3b, 0xe5, 0x66, 0xc4, 0xf9, 0x81, 0x43, 0xc4, 0xaf, 0xcd, 0xb8, 0xa0,
+	0x37, 0xb9, 0xa4, 0x4d, 0x6e, 0xed, 0x64, 0x34, 0xaa, 0xf2, 0xe5, 0xbd, 0xff, 0x04, 0x00, 0x00,
+	0xff, 0xff, 0x70, 0xb6, 0x53, 0xcf, 0x70, 0x22, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.
diff --git a/internal/querycoord/task.go b/internal/querycoord/task.go
index e90440d903..9f2e7a493a 100644
--- a/internal/querycoord/task.go
+++ b/internal/querycoord/task.go
@@ -245,6 +245,7 @@ func (lct *LoadCollectionTask) Execute(ctx context.Context) error {
 				PartitionID:  partitionID,
 				CollectionID: collectionID,
 				BinlogPaths:  segmentBingLog.FieldBinlogs,
+				NumOfRows:    segmentBingLog.NumOfRows,
 			}
 
 			msgBase := proto.Clone(lct.Base).(*commonpb.MsgBase)
@@ -548,6 +549,7 @@ func (lpt *LoadPartitionTask) Execute(ctx context.Context) error {
 				PartitionID:  partitionID,
 				CollectionID: collectionID,
 				BinlogPaths:  segmentBingLog.FieldBinlogs,
+				NumOfRows:    segmentBingLog.NumOfRows,
 			}
 
 			msgBase := proto.Clone(lpt.Base).(*commonpb.MsgBase)
@@ -1285,6 +1287,7 @@ func (lbt *LoadBalanceTask) Execute(ctx context.Context) error {
 							PartitionID:  partitionID,
 							CollectionID: collectionID,
 							BinlogPaths:  segmentBingLog.FieldBinlogs,
+							NumOfRows:    segmentBingLog.NumOfRows,
 						}
 
 						msgBase := proto.Clone(lbt.Base).(*commonpb.MsgBase)
diff --git a/internal/querynode/segment_loader.go b/internal/querynode/segment_loader.go
index ef1323a96e..f4fd6e7128 100644
--- a/internal/querynode/segment_loader.go
+++ b/internal/querynode/segment_loader.go
@@ -29,6 +29,8 @@ import (
 	"github.com/milvus-io/milvus/internal/storage"
 	"github.com/milvus-io/milvus/internal/types"
 	"github.com/milvus-io/milvus/internal/util/funcutil"
+	"github.com/milvus-io/milvus/internal/util/metricsinfo"
+	"github.com/milvus-io/milvus/internal/util/typeutil"
 )
 
 const (
@@ -70,6 +72,11 @@ func (loader *segmentLoader) loadSegment(req *querypb.LoadSegmentsRequest, onSer
 		return nil
 	}
 
+	err := loader.checkSegmentMemory(req.Infos)
+	if err != nil {
+		return err
+	}
+
 	newSegments := make([]*Segment, 0)
 	segmentGC := func() {
 		for _, s := range newSegments {
@@ -187,6 +194,48 @@ func (loader *segmentLoader) loadSegmentInternal(collectionID UniqueID, segment
 	return nil
 }
 
+func (loader *segmentLoader) checkSegmentMemory(segmentLoadInfos []*querypb.SegmentLoadInfo) error {
+	totalRAM := metricsinfo.GetMemoryCount()
+	usedRAM := metricsinfo.GetUsedMemoryCount()
+
+	segmentTotalSize := uint64(0)
+	for _, segInfo := range segmentLoadInfos {
+		collectionID := segInfo.CollectionID
+		segmentID := segInfo.SegmentID
+
+		col, err := loader.historicalReplica.getCollectionByID(collectionID)
+		if err != nil {
+			return err
+		}
+
+		sizePerRecord, err := typeutil.EstimateSizePerRecord(col.schema)
+		if err != nil {
+			return err
+		}
+
+		segmentSize := uint64(int64(sizePerRecord) * segInfo.NumOfRows)
+		segmentTotalSize += segmentSize
+		// TODO: get 0.9 from param table
+		thresholdMemSize := float64(totalRAM) * 0.9
+
+		log.Debug("memory size[byte] stats when load segment",
+			zap.Any("collectionIDs", collectionID),
+			zap.Any("segmentID", segmentID),
+			zap.Any("numOfRows", segInfo.NumOfRows),
+			zap.Any("totalRAM", totalRAM),
+			zap.Any("usedRAM", usedRAM),
+			zap.Any("segmentSize", segmentSize),
+			zap.Any("segmentTotalSize", segmentTotalSize),
+			zap.Any("thresholdMemSize", thresholdMemSize),
+		)
+		if usedRAM+segmentTotalSize > uint64(thresholdMemSize) {
+			return errors.New("load segment failed, OOM if load, collectionID = " + fmt.Sprintln(collectionID))
+		}
+	}
+
+	return nil
+}
+
 //func (loader *segmentLoader) GetSegmentStates(segmentID UniqueID) (*datapb.GetSegmentStatesResponse, error) {
 //	ctx := context.TODO()
 //	if loader.dataCoord == nil {
diff --git a/internal/querynode/segment_loader_test.go b/internal/querynode/segment_loader_test.go
new file mode 100644
index 0000000000..3c98368ba4
--- /dev/null
+++ b/internal/querynode/segment_loader_test.go
@@ -0,0 +1,76 @@
+// Copyright (C) 2019-2020 Zilliz. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software distributed under the License
+// is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
+// or implied. See the License for the specific language governing permissions and limitations under the License.
+
+package querynode
+
+import (
+	"context"
+	"testing"
+
+	"github.com/milvus-io/milvus/internal/proto/querypb"
+	"github.com/milvus-io/milvus/internal/util/metricsinfo"
+	"github.com/milvus-io/milvus/internal/util/typeutil"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestSegmentLoader_CheckSegmentMemory(t *testing.T) {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	collectionID := UniqueID(0)
+	segmentID := UniqueID(0)
+
+	genSegmentLoader := func() *segmentLoader {
+		replica := newCollectionReplica(nil)
+		err := replica.addCollection(collectionID, genTestCollectionSchema(collectionID, false, 128))
+		assert.NoError(t, err)
+		loader := newSegmentLoader(ctx, nil, nil, replica, nil)
+		return loader
+	}
+
+	genSegmentLoadInfo := func() *querypb.SegmentLoadInfo {
+		return &querypb.SegmentLoadInfo{
+			SegmentID:    segmentID,
+			PartitionID:  UniqueID(0),
+			CollectionID: collectionID,
+			NumOfRows:    1000,
+		}
+	}
+
+	t.Run("valid test", func(t *testing.T) {
+		loader := genSegmentLoader()
+		err := loader.checkSegmentMemory([]*querypb.SegmentLoadInfo{genSegmentLoadInfo()})
+		assert.NoError(t, err)
+	})
+
+	t.Run("test no collection", func(t *testing.T) {
+		loader := genSegmentLoader()
+		loader.historicalReplica.freeAll()
+		err := loader.checkSegmentMemory([]*querypb.SegmentLoadInfo{genSegmentLoadInfo()})
+		assert.Error(t, err)
+	})
+
+	t.Run("test OOM", func(t *testing.T) {
+		totalRAM := metricsinfo.GetMemoryCount()
+
+		loader := genSegmentLoader()
+		col, err := loader.historicalReplica.getCollectionByID(collectionID)
+		assert.NoError(t, err)
+
+		sizePerRecord, err := typeutil.EstimateSizePerRecord(col.schema)
+		assert.NoError(t, err)
+
+		info := genSegmentLoadInfo()
+		info.NumOfRows = int64(totalRAM / uint64(sizePerRecord))
+		err = loader.checkSegmentMemory([]*querypb.SegmentLoadInfo{info})
+		assert.Error(t, err)
+	})
+}