diff --git a/posting/index.go b/posting/index.go
index 73a7f99748c..a942b2b643f 100644
--- a/posting/index.go
+++ b/posting/index.go
@@ -574,7 +574,6 @@ func (r *rebuilder) Run(ctx context.Context) error {
 		WithNumVersionsToKeep(math.MaxInt32).
 		WithLogger(&x.ToGlog{}).
 		WithCompression(options.None).
-		WithEncryptionKey(x.WorkerConfig.EncryptionKey).
 		WithLoggingLevel(badger.WARNING).
 		WithMetricsEnabled(false)
 
@@ -1242,14 +1241,14 @@ func DeleteData() error {
 }
 
 // DeletePredicate deletes all entries and indices for a given predicate.
-func DeletePredicate(ctx context.Context, attr string) error {
+func DeletePredicate(ctx context.Context, attr string, ts uint64) error {
 	glog.Infof("Dropping predicate: [%s]", attr)
 	prefix := x.PredicatePrefix(attr)
 	if err := pstore.DropPrefix(prefix); err != nil {
 		return err
 	}
 
-	return schema.State().Delete(attr)
+	return schema.State().Delete(attr, ts)
 }
 
 // DeleteNamespace bans the namespace and deletes its predicates/types from the schema.
diff --git a/protos/pb.proto b/protos/pb.proto
index 0b53154b944..48f9a5feddd 100644
--- a/protos/pb.proto
+++ b/protos/pb.proto
@@ -334,6 +334,8 @@ message Proposal {
   RestoreRequest restore = 12;
   CDCState cdc_state = 13;
   DeleteNsRequest delete_ns = 14;  // Used to delete namespace.
+  // Skipping 15 as it is used for uint64 key in master and might be needed later here.
+  uint64 start_ts = 16;
 }
 
 message CDCState {
diff --git a/protos/pb/pb.pb.go b/protos/pb/pb.pb.go
index c05b92bc897..4304f1c5e40 100644
--- a/protos/pb/pb.pb.go
+++ b/protos/pb/pb.pb.go
@@ -2438,6 +2438,8 @@ type Proposal struct {
 	Restore          *RestoreRequest  `protobuf:"bytes,12,opt,name=restore,proto3" json:"restore,omitempty"`
 	CdcState         *CDCState        `protobuf:"bytes,13,opt,name=cdc_state,json=cdcState,proto3" json:"cdc_state,omitempty"`
 	DeleteNs         *DeleteNsRequest `protobuf:"bytes,14,opt,name=delete_ns,json=deleteNs,proto3" json:"delete_ns,omitempty"`
+	// Skipping 15 as it is used for uint64 key in master and might be needed later here.
+	StartTs uint64 `protobuf:"varint,16,opt,name=start_ts,json=startTs,proto3" json:"start_ts,omitempty"`
 }
 
 func (m *Proposal) Reset()         { *m = Proposal{} }
@@ -2550,6 +2552,13 @@ func (m *Proposal) GetDeleteNs() *DeleteNsRequest {
 	return nil
 }
 
+func (m *Proposal) GetStartTs() uint64 {
+	if m != nil {
+		return m.StartTs
+	}
+	return 0
+}
+
 type CDCState struct {
 	SentTs uint64 `protobuf:"varint,1,opt,name=sent_ts,json=sentTs,proto3" json:"sent_ts,omitempty"`
 }
@@ -5551,342 +5560,342 @@ func init() {
 func init() { proto.RegisterFile("pb.proto", fileDescriptor_f80abaa17e25ccc8) }
 
 var fileDescriptor_f80abaa17e25ccc8 = []byte{
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+	0xe0, 0xf5, 0x05, 0x71, 0x1f, 0xea, 0xca, 0x5e, 0x2c, 0x66, 0x5a, 0x2d, 0xb9, 0x61, 0x2f, 0x8f,
+	0x52, 0x13, 0x1e, 0x42, 0x9d, 0x6d, 0x2b, 0x4f, 0x28, 0x04, 0x16, 0x03, 0x91, 0x47, 0x25, 0xe2,
+	0x29, 0xee, 0x42, 0x43, 0x55, 0x0e, 0xc5, 0x9c, 0x32, 0xe2, 0xa5, 0x17, 0xab, 0xb3, 0xe3, 0xc4,
+	0xeb, 0x17, 0x7c, 0x4f, 0x5e, 0xbf, 0xe8, 0x57, 0xb1, 0x1c, 0x1b, 0xd2, 0x92, 0x4e, 0x2e, 0xc9,
+	0x24, 0x12, 0x8a, 0xcc, 0x51, 0x46, 0x9f, 0x40, 0xa7, 0x90, 0x90, 0x12, 0xfd, 0x84, 0x2d, 0x66,
+	0x73, 0x54, 0x97, 0x54, 0xc0, 0xf7, 0x40, 0x53, 0x31, 0xfe, 0xa1, 0x62, 0x8c, 0x39, 0x19, 0x85,
+	0xc1, 0xe5, 0x20, 0x9f, 0xe4, 0xfa, 0x47, 0x70, 0x75, 0x8e, 0xa1, 0x14, 0xf4, 0xe5, 0xe7, 0xab,
+	0x3d, 0x81, 0xc1, 0xd2, 0x2b, 0xfb, 0x53, 0x02, 0xfc, 0x6e, 0xe2, 0xf4, 0x7d, 0x80, 0xcc, 0x5e,
+	0xb0, 0x6c, 0x5c, 0xb2, 0x36, 0x83, 0xeb, 0xb3, 0xe8, 0x64, 0xd3, 0x8d, 0xfe, 0xdf, 0x7c, 0x75,
+	0xb3, 0xf4, 0x9b, 0xaf, 0x6e, 0x96, 0xfe, 0xf9, 0xab, 0x9b, 0xa5, 0x5f, 0xff, 0xf6, 0xe6, 0xc2,
+	0x6f, 0x7e, 0x7b, 0x73, 0xe1, 0xef, 0x7e, 0x7b, 0x73, 0xe1, 0xb0, 0x4e, 0x7f, 0x11, 0x7b, 0xf4,
+	0x9f, 0x01, 0x00, 0x00, 0xff, 0xff, 0x24, 0xb6, 0xe2, 0x6f, 0x98, 0x36, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.
@@ -9208,6 +9217,13 @@ func (m *Proposal) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	_ = i
 	var l int
 	_ = l
+	if m.StartTs != 0 {
+		i = encodeVarintPb(dAtA, i, uint64(m.StartTs))
+		i--
+		dAtA[i] = 0x1
+		i--
+		dAtA[i] = 0x80
+	}
 	if m.DeleteNs != nil {
 		{
 			size, err := m.DeleteNs.MarshalToSizedBuffer(dAtA[:i])
@@ -12521,6 +12537,9 @@ func (m *Proposal) Size() (n int) {
 		l = m.DeleteNs.Size()
 		n += 1 + l + sovPb(uint64(l))
 	}
+	if m.StartTs != 0 {
+		n += 2 + sovPb(uint64(m.StartTs))
+	}
 	return n
 }
 
@@ -19593,6 +19612,25 @@ func (m *Proposal) Unmarshal(dAtA []byte) error {
 				return err
 			}
 			iNdEx = postIndex
+		case 16:
+			if wireType != 0 {
+				return fmt.Errorf("proto: wrong wireType = %d for field StartTs", wireType)
+			}
+			m.StartTs = 0
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowPb
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				m.StartTs |= uint64(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
 		default:
 			iNdEx = preIndex
 			skippy, err := skipPb(dAtA[iNdEx:])
diff --git a/schema/schema.go b/schema/schema.go
index c7120325e4c..ce67e9c548c 100644
--- a/schema/schema.go
+++ b/schema/schema.go
@@ -21,6 +21,7 @@ import (
 	"context"
 	"encoding/hex"
 	"fmt"
+	"math"
 	"sync"
 
 	"github.com/golang/glog"
@@ -96,17 +97,17 @@ func (s *state) DeleteAll() {
 }
 
 // Delete updates the schema in memory and disk
-func (s *state) Delete(attr string) error {
+func (s *state) Delete(attr string, ts uint64) error {
 	s.Lock()
 	defer s.Unlock()
 
 	glog.Infof("Deleting schema for predicate: [%s]", attr)
-	txn := pstore.NewTransactionAt(1, true)
+	txn := pstore.NewTransactionAt(ts, true)
 	if err := txn.Delete(x.SchemaKey(attr)); err != nil {
 		return err
 	}
 	// Delete is called rarely so sync write should be fine.
-	if err := txn.CommitAt(1, nil); err != nil {
+	if err := txn.CommitAt(ts, nil); err != nil {
 		return err
 	}
 
@@ -116,7 +117,7 @@ func (s *state) Delete(attr string) error {
 }
 
 // DeleteType updates the schema in memory and disk
-func (s *state) DeleteType(typeName string) error {
+func (s *state) DeleteType(typeName string, ts uint64) error {
 	if s == nil {
 		return nil
 	}
@@ -125,12 +126,12 @@ func (s *state) DeleteType(typeName string) error {
 	defer s.Unlock()
 
 	glog.Infof("Deleting type definition for type: [%s]", typeName)
-	txn := pstore.NewTransactionAt(1, true)
+	txn := pstore.NewTransactionAt(ts, true)
 	if err := txn.Delete(x.TypeKey(typeName)); err != nil {
 		return err
 	}
 	// Delete is called rarely so sync write should be fine.
-	if err := txn.CommitAt(1, nil); err != nil {
+	if err := txn.CommitAt(ts, nil); err != nil {
 		return err
 	}
 
@@ -466,14 +467,14 @@ func Init(ps *badger.DB) {
 	reset()
 }
 
-// Load reads the schema for the given predicate from the DB.
+// Load reads the latest schema for the given predicate from the DB.
 func Load(predicate string) error {
 	if len(predicate) == 0 {
 		return errors.Errorf("Empty predicate")
 	}
 	delete(State().mutSchema, predicate)
 	key := x.SchemaKey(predicate)
-	txn := pstore.NewTransactionAt(1, false)
+	txn := pstore.NewTransactionAt(math.MaxUint64, false)
 	defer txn.Discard()
 	item, err := txn.Get(key)
 	if err == badger.ErrKeyNotFound || err == badger.ErrBannedKey {
@@ -507,7 +508,7 @@ func LoadFromDb() error {
 // LoadSchemaFromDb iterates through the DB and loads all the stored schema updates.
 func LoadSchemaFromDb() error {
 	prefix := x.SchemaPrefix()
-	txn := pstore.NewTransactionAt(1, false)
+	txn := pstore.NewTransactionAt(math.MaxUint64, false)
 	defer txn.Discard()
 	itr := txn.NewIterator(badger.DefaultIteratorOptions) // Need values, reversed=false.
 	defer itr.Close()
@@ -543,7 +544,7 @@ func LoadSchemaFromDb() error {
 // LoadTypesFromDb iterates through the DB and loads all the stored type updates.
 func LoadTypesFromDb() error {
 	prefix := x.TypePrefix()
-	txn := pstore.NewTransactionAt(1, false)
+	txn := pstore.NewTransactionAt(math.MaxUint64, false)
 	defer txn.Discard()
 	itr := txn.NewIterator(badger.DefaultIteratorOptions) // Need values, reversed=false.
 	defer itr.Close()
diff --git a/systest/backup/encryption/backup_test.go b/systest/backup/encryption/backup_test.go
index 19e419d6eef..990c46c8455 100644
--- a/systest/backup/encryption/backup_test.go
+++ b/systest/backup/encryption/backup_test.go
@@ -104,13 +104,13 @@ func TestBackupMinioE(t *testing.T) {
 	t.Log("Pausing to let zero move tablet...")
 	moveOk := false
 	for retry := 5; retry > 0; retry-- {
-		time.Sleep(3 * time.Second)
 		state, err := testutil.GetStateHttps(testutil.GetAlphaClientConfig(t))
 		require.NoError(t, err)
 		if _, ok := state.Groups["1"].Tablets[tabletName]; ok {
 			moveOk = true
 			break
 		}
+		time.Sleep(1 * time.Second)
 	}
 	require.True(t, moveOk)
 
diff --git a/systest/backup/filesystem/backup_test.go b/systest/backup/filesystem/backup_test.go
index aafad1d5f67..d7e7d0774e6 100644
--- a/systest/backup/filesystem/backup_test.go
+++ b/systest/backup/filesystem/backup_test.go
@@ -209,13 +209,13 @@ func TestBackupFilesystem(t *testing.T) {
 	t.Log("Pausing to let zero move tablet...")
 	moveOk := false
 	for retry := 5; retry > 0; retry-- {
-		time.Sleep(3 * time.Second)
 		state, err := testutil.GetStateHttps(testutil.GetAlphaClientConfig(t))
 		require.NoError(t, err)
 		if _, ok := state.Groups["1"].Tablets[x.NamespaceAttr(x.GalaxyNamespace, "movie")]; ok {
 			moveOk = true
 			break
 		}
+		time.Sleep(1 * time.Second)
 	}
 
 	require.True(t, moveOk)
diff --git a/systest/backup/minio-large/backup_test.go b/systest/backup/minio-large/backup_test.go
index a5ca7c3020e..58332be5f2f 100644
--- a/systest/backup/minio-large/backup_test.go
+++ b/systest/backup/minio-large/backup_test.go
@@ -110,7 +110,6 @@ func setupTablets(t *testing.T, dg *dgo.Dgraph) {
 	t.Log("Pausing to let zero move tablets...")
 	moveOk := false
 	for retry := 5; retry > 0; retry-- {
-		time.Sleep(3 * time.Second)
 		state, err := testutil.GetStateHttps(testutil.GetAlphaClientConfig(t))
 		require.NoError(t, err)
 		_, ok1 := state.Groups["1"].Tablets[x.GalaxyAttr("name1")]
@@ -120,6 +119,7 @@ func setupTablets(t *testing.T, dg *dgo.Dgraph) {
 			moveOk = true
 			break
 		}
+		time.Sleep(1 * time.Second)
 	}
 	require.True(t, moveOk)
 }
diff --git a/systest/backup/minio/backup_test.go b/systest/backup/minio/backup_test.go
index a0e675ab15c..98224d932eb 100644
--- a/systest/backup/minio/backup_test.go
+++ b/systest/backup/minio/backup_test.go
@@ -99,13 +99,13 @@ func TestBackupMinio(t *testing.T) {
 	t.Log("Pausing to let zero move tablet...")
 	moveOk := false
 	for retry := 5; retry > 0; retry-- {
-		time.Sleep(3 * time.Second)
 		state, err := testutil.GetStateHttps(testutil.GetAlphaClientConfig(t))
 		require.NoError(t, err)
 		if _, ok := state.Groups["1"].Tablets[x.NamespaceAttr(x.GalaxyNamespace, "movie")]; ok {
 			moveOk = true
 			break
 		}
+		time.Sleep(1 * time.Second)
 	}
 	require.True(t, moveOk)
 
diff --git a/testutil/backup.go b/testutil/backup.go
index a98b348c878..8e637a4ecff 100644
--- a/testutil/backup.go
+++ b/testutil/backup.go
@@ -20,6 +20,7 @@ import (
 	"context"
 	"fmt"
 	"io/ioutil"
+	"math"
 	"net/http"
 	"strings"
 	"testing"
@@ -178,8 +179,7 @@ func readSchema(pdir string, dType dataType) ([]string, error) {
 	defer db.Close()
 	values := make([]string, 0)
 
-	// Predicates and types in the schema are written with timestamp 1.
-	txn := db.NewTransactionAt(1, false)
+	txn := db.NewTransactionAt(math.MaxUint64, false)
 	defer txn.Discard()
 	itr := txn.NewIterator(badger.DefaultIteratorOptions)
 	defer itr.Close()
diff --git a/worker/backup_ee.go b/worker/backup_ee.go
index 86be87abf39..e9aee814c81 100644
--- a/worker/backup_ee.go
+++ b/worker/backup_ee.go
@@ -52,7 +52,7 @@ func backupCurrentGroup(ctx context.Context, req *pb.BackupRequest) (*pb.BackupR
 		return nil, err
 	}
 
-	closer, err := g.Node.startTask(opBackup)
+	closer, err := g.Node.startTaskAtTs(opBackup, req.ReadTs)
 	if err != nil {
 		return nil, errors.Wrapf(err, "cannot start backup operation")
 	}
diff --git a/worker/backup_processor.go b/worker/backup_processor.go
index 1f6c9e8c361..2e0cc34da1b 100644
--- a/worker/backup_processor.go
+++ b/worker/backup_processor.go
@@ -236,8 +236,7 @@ func (pr *BackupProcessor) WriteBackup(ctx context.Context) (*pb.BackupResponse,
 		}
 		defer tl.alloc.Release()
 
-		// Schema and types are written at Ts=1.
-		txn := pr.DB.NewTransactionAt(1, false)
+		txn := pr.DB.NewTransactionAt(pr.Request.ReadTs, false)
 		defer txn.Discard()
 		// We don't need to iterate over all versions.
 		iopts := badger.DefaultIteratorOptions
diff --git a/worker/draft.go b/worker/draft.go
index a851e2ddb2d..cadf9d70677 100644
--- a/worker/draft.go
+++ b/worker/draft.go
@@ -51,6 +51,11 @@ import (
 	"github.com/dgraph-io/ristretto/z"
 )
 
+type operation struct {
+	*z.Closer
+	ts uint64
+}
+
 type node struct {
 	// This needs to be 64 bit aligned for atomics to work on 32 bit machine.
 	pendingSize int64
@@ -68,7 +73,7 @@ type node struct {
 	streaming    int32  // Used to avoid calculating snapshot
 
 	// Used to track the ops going on in the system.
-	ops         map[op]*z.Closer
+	ops         map[op]operation
 	opsLock     sync.Mutex
 	cdcTracker  *CDC
 	canCampaign bool
@@ -107,13 +112,20 @@ const (
 	opPredMove
 )
 
-// startTask is used to check whether an op is already running. If a rollup is running,
+// startTask is used for the tasks that do not require tracking of timestamp.
+// Currently, only the timestamps for backup and indexing needs to be tracked because they can
+// run concurrently.
+func (n *node) startTask(id op) (*z.Closer, error) {
+	return n.startTaskAtTs(id, 0)
+}
+
+// startTaskAtTs is used to check whether an op is already running. If a rollup is running,
 // it is canceled and startTask will wait until it completes before returning.
 // If the same task is already running, this method returns an errror.
 // Restore operations have preference and cancel all other operations, not just rollups.
 // You should only call Done() on the returned closer. Calling other functions (such as
 // SignalAndWait) for closer could result in panics. For more details, see GitHub issue #5034.
-func (n *node) startTask(id op) (*z.Closer, error) {
+func (n *node) startTaskAtTs(id op, ts uint64) (*z.Closer, error) {
 	n.opsLock.Lock()
 	defer n.opsLock.Unlock()
 
@@ -142,31 +154,50 @@ func (n *node) startTask(id op) (*z.Closer, error) {
 	case opRestore:
 		// Restores cancel all other operations, except for other restores since
 		// only one restore operation should be active any given moment.
-		for otherId, otherCloser := range n.ops {
+		for otherId, otherOp := range n.ops {
 			if otherId == opRestore {
 				return nil, errors.Errorf("another restore operation is already running")
 			}
 			// Remove from map and signal the closer to cancel the operation.
 			delete(n.ops, otherId)
-			otherCloser.SignalAndWait()
+			otherOp.SignalAndWait()
 		}
 	case opBackup:
 		// Backup cancels all other operations, except for other backups since
-		// only one restore operation should be active any given moment.
-		for otherId, otherCloser := range n.ops {
+		// only one backup operation should be active any given moment. Also, indexing at higher
+		// timestamp can also run concurrently with backup.
+		for otherId, otherOp := range n.ops {
 			if otherId == opBackup {
 				return nil, errors.Errorf("another backup operation is already running")
 			}
 			// Remove from map and signal the closer to cancel the operation.
 			delete(n.ops, otherId)
-			otherCloser.SignalAndWait()
+			otherOp.SignalAndWait()
 		}
-	case opSnapshot, opIndexing, opPredMove:
-		for otherId, otherCloser := range n.ops {
+	case opIndexing:
+		for otherId, otherOp := range n.ops {
+			switch otherId {
+			case opBackup:
+				if otherOp.ts < ts {
+					// If backup is running at higher timestamp, then indexing can't be executed.
+					continue
+				} else {
+					return nil, errors.Errorf("operation %s is already running", otherId)
+				}
+			case opRollup:
+				// Remove from map and signal the closer to cancel the operation.
+				delete(n.ops, otherId)
+				otherOp.SignalAndWait()
+			default:
+				return nil, errors.Errorf("operation %s is already running", otherId)
+			}
+		}
+	case opSnapshot, opPredMove:
+		for otherId, otherOp := range n.ops {
 			if otherId == opRollup {
 				// Remove from map and signal the closer to cancel the operation.
 				delete(n.ops, otherId)
-				otherCloser.SignalAndWait()
+				otherOp.SignalAndWait()
 			} else {
 				return nil, errors.Errorf("operation %s is already running", otherId)
 			}
@@ -176,7 +207,7 @@ func (n *node) startTask(id op) (*z.Closer, error) {
 		return nil, nil
 	}
 
-	n.ops[id] = closer
+	n.ops[id] = operation{Closer: closer, ts: ts}
 	glog.Infof("Operation started with id: %s", id)
 	go func(id op, closer *z.Closer) {
 		closer.Wait()
@@ -258,7 +289,7 @@ func newNode(store *raftwal.DiskStorage, gid uint32, id uint64, myAddr string) *
 		applyCh:    make(chan []raftpb.Entry, 1000),
 		elog:       trace.NewEventLog("Dgraph", "ApplyCh"),
 		closer:     z.NewCloser(4), // Matches CLOSER:1
-		ops:        make(map[op]*z.Closer),
+		ops:        make(map[op]operation),
 		cdcTracker: newCDC(),
 	}
 	if x.WorkerConfig.LudicrousEnabled {
@@ -344,17 +375,20 @@ func (n *node) applyMutations(ctx context.Context, proposal *pb.Proposal) (rerr
 		// Clear entire cache.
 		posting.ResetCache()
 
+		// It should be okay to set the schema at timestamp 1 after drop all operation.
 		if groups().groupId() == 1 {
 			initialSchema := schema.InitialSchema(x.GalaxyNamespace)
 			for _, s := range initialSchema {
-				applySchema(s)
+				if err := applySchema(s, 1); err != nil {
+					return err
+				}
 			}
 		}
 
 		// Propose initial types as well after a drop all as they would have been cleared.
 		initialTypes := schema.InitialTypes(x.GalaxyNamespace)
 		for _, t := range initialTypes {
-			if err := updateType(t.GetTypeName(), *t); err != nil {
+			if err := updateType(t.GetTypeName(), *t, 1); err != nil {
 				return err
 			}
 		}
@@ -363,7 +397,7 @@ func (n *node) applyMutations(ctx context.Context, proposal *pb.Proposal) (rerr
 	}
 
 	if proposal.Mutations.DropOp == pb.Mutations_TYPE {
-		return schema.State().DeleteType(proposal.Mutations.DropValue)
+		return schema.State().DeleteType(proposal.Mutations.DropValue, proposal.StartTs)
 	}
 
 	if proposal.Mutations.StartTs == 0 {
@@ -405,7 +439,7 @@ func (n *node) applyMutations(ctx context.Context, proposal *pb.Proposal) (rerr
 		}
 
 		for _, tupdate := range proposal.Mutations.Types {
-			if err := runTypeMutation(ctx, tupdate); err != nil {
+			if err := runTypeMutation(ctx, tupdate, startTs); err != nil {
 				return err
 			}
 		}
@@ -430,7 +464,7 @@ func (n *node) applyMutations(ctx context.Context, proposal *pb.Proposal) (rerr
 				return err
 			}
 			span.Annotatef(nil, "Deleting predicate: %s", edge.Attr)
-			return posting.DeletePredicate(ctx, edge.Attr)
+			return posting.DeletePredicate(ctx, edge.Attr, proposal.StartTs)
 		}
 		// Don't derive schema when doing deletion.
 		if edge.Op == pb.DirectedEdge_DEL {
@@ -460,7 +494,7 @@ func (n *node) applyMutations(ctx context.Context, proposal *pb.Proposal) (rerr
 			if mutHint, ok := proposal.GetMutations().GetMetadata().GetPredHints()[attr]; ok {
 				hint = mutHint
 			}
-			if err := createSchema(attr, storageType, hint); err != nil {
+			if err = createSchema(attr, storageType, hint, proposal.StartTs); err != nil {
 				return err
 			}
 		}
@@ -586,7 +620,7 @@ func (n *node) applyCommitted(proposal *pb.Proposal, key uint64) error {
 				proposal.CleanPredicate, proposal.ExpectedChecksum)
 			return nil
 		}
-		return posting.DeletePredicate(ctx, proposal.CleanPredicate)
+		return posting.DeletePredicate(ctx, proposal.CleanPredicate, proposal.StartTs)
 
 	case proposal.Delta != nil:
 		n.elog.Printf("Applying Oracle Delta for key: %d", key)
@@ -676,6 +710,24 @@ func (n *node) processTabletSizes() {
 	}
 }
 
+func updateStartTs(p *pb.Proposal) {
+	switch {
+	case p.Mutations != nil:
+		p.StartTs = p.Mutations.StartTs
+	case p.Snapshot != nil:
+		p.StartTs = p.Snapshot.ReadTs
+	case p.Delta != nil:
+		p.StartTs = 0 // Run this asap.
+	case len(p.CleanPredicate) > 0 && p.StartTs == 0:
+		// proposal.StartTs did not exist earlier. So, it would be zero when reading an old
+		// proposal. This startTs is used for writing the schema.
+		// Hence, use the ts=1 for such proposals.
+		p.StartTs = 1
+	default:
+		// For now, not covering everything.
+	}
+}
+
 func (n *node) processApplyCh() {
 	defer n.closer.Done() // CLOSER:1
 
@@ -701,6 +753,7 @@ func (n *node) processApplyCh() {
 			key := binary.BigEndian.Uint64(entry.Data[:8])
 			x.Check(proposal.Unmarshal(entry.Data[8:]))
 			proposal.Index = entry.Index
+			updateStartTs(&proposal)
 
 			// Ignore the start ts in case of ludicrous mode. We get a new ts and use that as the
 			// commit ts.
@@ -1351,7 +1404,7 @@ func (n *node) Run() {
 			// Send the whole lot to applyCh in one go, instead of sending proposals one by one.
 			if len(entries) > 0 {
 				// Apply the meter this before adding size to pending size so some crazy big
-				// proposal can be pushed to applyCh. If this do this after adding its size to
+				// proposal can be pushed to applyCh. If we do this after adding its size to
 				// pending size, we could block forever in rampMeter.
 				rampMeter(&n.pendingSize, maxPendingSize, nodeApplyChan)
 				var pendingSize int64
diff --git a/worker/groups.go b/worker/groups.go
index d5969dbc8aa..d083924be74 100644
--- a/worker/groups.go
+++ b/worker/groups.go
@@ -206,7 +206,8 @@ func (g *groupi) applyInitialTypes() {
 		if _, ok := schema.State().GetType(t.TypeName); ok {
 			continue
 		}
-		if err := updateType(t.GetTypeName(), *t); err != nil {
+		// It is okay to write initial types at ts=1.
+		if err := updateType(t.GetTypeName(), *t, 1); err != nil {
 			glog.Errorf("Error while applying initial type: %s", err)
 		}
 	}
@@ -220,7 +221,10 @@ func (g *groupi) applyInitialSchema() {
 	ctx := g.Ctx()
 
 	apply := func(s *pb.SchemaUpdate) {
-		if err := applySchema(s); err != nil {
+		// There are 2 cases: either the alpha is fresh or it restarted. If it is fresh cluster
+		// then we can write the schema at ts=1. If alpha restarted, then we will already have the
+		// schema at higher version and this operation will be a no-op.
+		if err := applySchema(s, 1); err != nil {
 			glog.Errorf("Error while applying initial schema: %s", err)
 		}
 	}
@@ -246,8 +250,8 @@ func (g *groupi) applyInitialSchema() {
 	}
 }
 
-func applySchema(s *pb.SchemaUpdate) error {
-	if err := updateSchema(s); err != nil {
+func applySchema(s *pb.SchemaUpdate, ts uint64) error {
+	if err := updateSchema(s, ts); err != nil {
 		return err
 	}
 	if servesTablet, err := groups().ServesTablet(s.Predicate); err != nil {
diff --git a/worker/mutation.go b/worker/mutation.go
index ccafab98e6f..0cbd6aa9e04 100644
--- a/worker/mutation.go
+++ b/worker/mutation.go
@@ -181,7 +181,7 @@ func runSchemaMutation(ctx context.Context, updates []*pb.SchemaUpdate, startTs
 		if err := rebuild.BuildIndexes(wrtCtx); err != nil {
 			return err
 		}
-		if err := updateSchema(update); err != nil {
+		if err := updateSchema(update, rebuild.StartTs); err != nil {
 			return err
 		}
 
@@ -249,7 +249,7 @@ func runSchemaMutation(ctx context.Context, updates []*pb.SchemaUpdate, startTs
 
 		// Start opIndexing task only if schema update needs to build the indexes.
 		if shouldRebuild && !gr.Node.isRunningTask(opIndexing) {
-			closer, err = gr.Node.startTask(opIndexing)
+			closer, err = gr.Node.startTaskAtTs(opIndexing, startTs)
 			if err != nil {
 				return err
 			}
@@ -280,7 +280,7 @@ func runSchemaMutation(ctx context.Context, updates []*pb.SchemaUpdate, startTs
 
 		if shouldRebuild {
 			go buildIndexes(su, rebuild, closer)
-		} else if err := updateSchema(su); err != nil {
+		} else if err := updateSchema(su, rebuild.StartTs); err != nil {
 			return err
 		}
 	}
@@ -290,25 +290,25 @@ func runSchemaMutation(ctx context.Context, updates []*pb.SchemaUpdate, startTs
 
 // updateSchema commits the schema to disk in blocking way, should be ok because this happens
 // only during schema mutations or we see a new predicate.
-func updateSchema(s *pb.SchemaUpdate) error {
+func updateSchema(s *pb.SchemaUpdate, ts uint64) error {
 	schema.State().Set(s.Predicate, s)
 	schema.State().DeleteMutSchema(s.Predicate)
-	txn := pstore.NewTransactionAt(1, true)
+	txn := pstore.NewTransactionAt(ts, true)
 	defer txn.Discard()
 	data, err := s.Marshal()
 	x.Check(err)
-	err = txn.SetEntry(&badger.Entry{
+	e := &badger.Entry{
 		Key:      x.SchemaKey(s.Predicate),
 		Value:    data,
 		UserMeta: posting.BitSchemaPosting,
-	})
-	if err != nil {
+	}
+	if err = txn.SetEntry(e.WithDiscard()); err != nil {
 		return err
 	}
-	return txn.CommitAt(1, nil)
+	return txn.CommitAt(ts, nil)
 }
 
-func createSchema(attr string, typ types.TypeID, hint pb.Metadata_HintType) error {
+func createSchema(attr string, typ types.TypeID, hint pb.Metadata_HintType, ts uint64) error {
 	ctx := schema.GetWriteContext(context.Background())
 
 	// Don't overwrite schema blindly, acl's might have been set even though
@@ -335,32 +335,32 @@ func createSchema(attr string, typ types.TypeID, hint pb.Metadata_HintType) erro
 	if err := checkSchema(&s); err != nil {
 		return err
 	}
-	return updateSchema(&s)
+	return updateSchema(&s, ts)
 }
 
-func runTypeMutation(ctx context.Context, update *pb.TypeUpdate) error {
+func runTypeMutation(ctx context.Context, update *pb.TypeUpdate, ts uint64) error {
 	current := *update
 	schema.State().SetType(update.TypeName, current)
-	return updateType(update.TypeName, *update)
+	return updateType(update.TypeName, *update, ts)
 }
 
 // We commit schema to disk in blocking way, should be ok because this happens
 // only during schema mutations or we see a new predicate.
-func updateType(typeName string, t pb.TypeUpdate) error {
+func updateType(typeName string, t pb.TypeUpdate, ts uint64) error {
 	schema.State().SetType(typeName, t)
-	txn := pstore.NewTransactionAt(1, true)
+	txn := pstore.NewTransactionAt(ts, true)
 	defer txn.Discard()
 	data, err := t.Marshal()
 	x.Check(err)
-	err = txn.SetEntry(&badger.Entry{
+	e := &badger.Entry{
 		Key:      x.TypeKey(typeName),
 		Value:    data,
 		UserMeta: posting.BitSchemaPosting,
-	})
-	if err != nil {
+	}
+	if err := txn.SetEntry(e.WithDiscard()); err != nil {
 		return err
 	}
-	return txn.CommitAt(1, nil)
+	return txn.CommitAt(ts, nil)
 }
 
 func hasEdges(attr string, startTs uint64) bool {
diff --git a/worker/predicate_move.go b/worker/predicate_move.go
index 38caaa54ebf..3eb9c2d731d 100644
--- a/worker/predicate_move.go
+++ b/worker/predicate_move.go
@@ -87,8 +87,9 @@ func batchAndProposeKeyValues(ctx context.Context, kvs chan *pb.KVS) error {
 					return errors.Errorf("Expecting first key to be schema key: %+v", kv)
 				}
 
-				// Delete on all nodes.
-				p := &pb.Proposal{CleanPredicate: pk.Attr}
+				// Delete on all nodes. Remove the schema at timestamp kv.Version-1 and set it at
+				// kv.Version. kv.Version will be the TxnTs of the predicate move.
+				p := &pb.Proposal{CleanPredicate: pk.Attr, StartTs: kv.Version - 1}
 				glog.Infof("Predicate being received: %v", pk.Attr)
 				if err := n.proposeAndWait(ctx, p); err != nil {
 					glog.Errorf("Error while cleaning predicate %v %v\n", pk.Attr, err)
@@ -213,7 +214,11 @@ func (w *grpcWorker) MovePredicate(ctx context.Context,
 		// know that they are no longer serving this predicate, before they delete it from their
 		// state. Without this checksum, the members could end up deleting the predicate and then
 		// serve a request asking for that predicate, causing Jepsen failures.
-		p := &pb.Proposal{CleanPredicate: in.Predicate, ExpectedChecksum: in.ExpectedChecksum}
+		p := &pb.Proposal{
+			CleanPredicate:   in.Predicate,
+			ExpectedChecksum: in.ExpectedChecksum,
+			StartTs:          in.TxnTs,
+		}
 		return &emptyPayload, groups().Node.proposeAndWait(ctx, p)
 	}
 	if err := posting.Oracle().WaitForTs(ctx, in.TxnTs); err != nil {
@@ -263,8 +268,6 @@ func movePredicateHelper(ctx context.Context, in *pb.MovePredicatePayload) error
 		return errors.Wrapf(err, "while calling ReceivePredicate")
 	}
 
-	// This txn is only reading the schema. Doesn't really matter what read timestamp we use,
-	// because schema keys are always set at ts=1.
 	txn := pstore.NewTransactionAt(in.TxnTs, false)
 	defer txn.Discard()
 
@@ -288,7 +291,7 @@ func movePredicateHelper(ctx context.Context, in *pb.MovePredicatePayload) error
 		kv := &bpb.KV{}
 		kv.Key = schemaKey
 		kv.Value = val
-		kv.Version = 1
+		kv.Version = in.TxnTs
 		kv.UserMeta = []byte{item.UserMeta()}
 		badger.KVToBuffer(kv, buf)
 
diff --git a/worker/snapshot.go b/worker/snapshot.go
index 1b6e77af156..02300e07ec8 100644
--- a/worker/snapshot.go
+++ b/worker/snapshot.go
@@ -112,7 +112,7 @@ func (n *node) populateSnapshot(snap pb.Snapshot, pl *conn.Pool) error {
 		return err
 	}
 
-	if err := deleteStalePreds(ctx, done); err != nil {
+	if err := deleteStalePreds(ctx, done, snap.ReadTs); err != nil {
 		return err
 	}
 
@@ -127,7 +127,7 @@ func (n *node) populateSnapshot(snap pb.Snapshot, pl *conn.Pool) error {
 	return nil
 }
 
-func deleteStalePreds(ctx context.Context, kvs *pb.KVS) error {
+func deleteStalePreds(ctx context.Context, kvs *pb.KVS, ts uint64) error {
 	if kvs == nil {
 		return nil
 	}
@@ -144,7 +144,10 @@ func deleteStalePreds(ctx context.Context, kvs *pb.KVS) error {
 		if _, ok := snapshotPreds[pred]; !ok {
 		LOOP:
 			for {
-				err := posting.DeletePredicate(ctx, pred)
+				// While retrieving the snapshot, we mark the node as unhealthy. So it is better to
+				// a blocking delete of predicate as we know that no new writes will arrive at
+				// this alpha.
+				err := posting.DeletePredicate(ctx, pred, ts)
 				switch err {
 				case badger.ErrBlockedWrites:
 					time.Sleep(1 * time.Second)
@@ -171,7 +174,7 @@ func deleteStalePreds(ctx context.Context, kvs *pb.KVS) error {
 	}
 	for _, typ := range currTypes {
 		if _, ok := snapshotTypes[typ]; !ok {
-			if err := schema.State().DeleteType(typ); err != nil {
+			if err := schema.State().DeleteType(typ, ts); err != nil {
 				return errors.Wrapf(err, "cannot delete removed type %s after streaming snapshot",
 					typ)
 			}