diff --git a/conn/node_test.go b/conn/node_test.go
index 35b7944a8f7..1cbac56ad0a 100644
--- a/conn/node_test.go
+++ b/conn/node_test.go
@@ -65,7 +65,7 @@ func TestProposal(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	store := raftwal.Init(db, 0, 0)
 	defer store.Closer.SignalAndWait()
diff --git a/dgraph/cmd/zero/run.go b/dgraph/cmd/zero/run.go
index 9df9a77cf57..6a77c8a9d7e 100644
--- a/dgraph/cmd/zero/run.go
+++ b/dgraph/cmd/zero/run.go
@@ -297,7 +297,7 @@ func run() {
 	}
 	glog.Infof("Opening zero BadgerDB with options: %+v\n", kvOpt)
 
-	kv, err := badger.Open(kvOpt)
+	kv, err := badger.OpenManaged(kvOpt)
 	x.Checkf(err, "Error while opening WAL store")
 	defer kv.Close()
 
diff --git a/go.mod b/go.mod
index 1f07401b27c..0854249f047 100644
--- a/go.mod
+++ b/go.mod
@@ -16,7 +16,7 @@ require (
 	github.com/blevesearch/segment v0.0.0-20160915185041-762005e7a34f // indirect
 	github.com/blevesearch/snowballstem v0.0.0-20180110192139-26b06a2c243d // indirect
 	github.com/codahale/hdrhistogram v0.0.0-20161010025455-3a0bb77429bd
-	github.com/dgraph-io/badger/v2 v2.2007.2-0.20200827131741-d5a25b83fbf4
+	github.com/dgraph-io/badger/v2 v2.2007.3-0.20200921170002-6a6b506c7386
 	github.com/dgraph-io/dgo/v2 v2.2.1-0.20200319183917-53c7d5bc32a7
 	github.com/dgraph-io/ristretto v0.0.4-0.20200904131139-4dec2770af66
 	github.com/dgrijalva/jwt-go v3.2.0+incompatible
diff --git a/go.sum b/go.sum
index 761e068f338..24884d1b4a4 100644
--- a/go.sum
+++ b/go.sum
@@ -76,8 +76,8 @@ 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/dgraph-io/badger v1.6.0 h1:DshxFxZWXUcO0xX476VJC07Xsr6ZCBVRHKZ93Oh7Evo=
 github.com/dgraph-io/badger v1.6.0/go.mod h1:zwt7syl517jmP8s94KqSxTlM6IMsdhYy6psNgSztDR4=
-github.com/dgraph-io/badger/v2 v2.2007.2-0.20200827131741-d5a25b83fbf4 h1:DUDFTVgqZysKplH39/ya0aI4+zGm91L9QttXgITT2YE=
-github.com/dgraph-io/badger/v2 v2.2007.2-0.20200827131741-d5a25b83fbf4/go.mod h1:26P/7fbL4kUZVEVKLAKXkBXKOydDmM2p1e+NhhnBCAE=
+github.com/dgraph-io/badger/v2 v2.2007.3-0.20200921170002-6a6b506c7386 h1:n8dsIfgnoDeAuTKxi0gr2uhBFl62ukfA7cykc3nqeyE=
+github.com/dgraph-io/badger/v2 v2.2007.3-0.20200921170002-6a6b506c7386/go.mod h1:26P/7fbL4kUZVEVKLAKXkBXKOydDmM2p1e+NhhnBCAE=
 github.com/dgraph-io/dgo/v2 v2.2.1-0.20200319183917-53c7d5bc32a7 h1:9oFXHEReyRIB291rbdGwRk1PYegGO2XBtZ8muXPKqPA=
 github.com/dgraph-io/dgo/v2 v2.2.1-0.20200319183917-53c7d5bc32a7/go.mod h1:LJCkLxm5fUMcU+yb8gHFjHt7ChgNuz3YnQQ6MQkmscI=
 github.com/dgraph-io/ristretto v0.0.3-0.20200630154024-f66de99634de/go.mod h1:KPxhHT9ZxKefz+PCeOGsrHpl1qZ7i70dGTu2u+Ahh6E=
diff --git a/raftwal/storage.go b/raftwal/storage.go
index be3e399869e..067395c90f9 100644
--- a/raftwal/storage.go
+++ b/raftwal/storage.go
@@ -19,6 +19,7 @@ package raftwal
 import (
 	"bytes"
 	"encoding/binary"
+	"fmt"
 	"math"
 	"sync"
 
@@ -34,12 +35,16 @@ import (
 	"golang.org/x/net/trace"
 )
 
+// versionKey is hardcoded into the special key used to fetch the maximum version from the DB.
+const versionKey = 1
+
 // DiskStorage handles disk access and writing for the RAFT write-ahead log.
 type DiskStorage struct {
-	db   *badger.DB
-	id   uint64
-	gid  uint32
-	elog trace.EventLog
+	db       *badger.DB
+	commitTs uint64
+	id       uint64
+	gid      uint32
+	elog     trace.EventLog
 
 	cache          *sync.Map
 	Closer         *z.Closer
@@ -60,6 +65,8 @@ func Init(db *badger.DB, id uint64, gid uint32) *DiskStorage {
 		Closer:         z.NewCloser(1),
 		indexRangeChan: make(chan indexRange, 16),
 	}
+
+	w.fetchMaxVersion()
 	if prev, err := RaftId(db); err != nil || prev != id {
 		x.Check(w.StoreRaftId(id))
 	}
@@ -88,6 +95,35 @@ func Init(db *badger.DB, id uint64, gid uint32) *DiskStorage {
 	return w
 }
 
+// fetchMaxVersion fetches the commitTs to be used in the raftwal. The version is
+// fetched from the special key "maxVersion-id" or from db.MaxVersion
+// API which uses the stream framework.
+func (w *DiskStorage) fetchMaxVersion() {
+	// This is a special key that is used to fetch the latest version.
+	key := []byte(fmt.Sprintf("maxVersion-%d", versionKey))
+
+	txn := w.db.NewTransactionAt(math.MaxUint64, true)
+	defer txn.Discard()
+
+	item, err := txn.Get(key)
+	if err == nil {
+		w.commitTs = item.Version()
+		return
+	}
+	if err == badger.ErrKeyNotFound {
+		// We don't have the special key so get it using the MaxVersion API.
+		version, err := w.db.MaxVersion()
+		x.Check(err)
+
+		w.commitTs = version + 1
+		// Insert the same key back into badger for reuse.
+		x.Check(txn.Set(key, nil))
+		x.Check(txn.CommitAt(w.commitTs, nil))
+	} else {
+		x.Check(err)
+	}
+}
+
 func (w *DiskStorage) processIndexRange() {
 	defer w.Closer.Done()
 
@@ -95,7 +131,7 @@ func (w *DiskStorage) processIndexRange() {
 		if r.from == r.until {
 			return
 		}
-		batch := w.db.NewWriteBatch()
+		batch := w.db.NewWriteBatchAt(w.commitTs)
 		if err := w.deleteRange(batch, r.from, r.until); err != nil {
 			glog.Errorf("deleteRange failed with error: %v, from: %d, until: %d\n",
 				err, r.from, r.until)
@@ -192,9 +228,18 @@ func (w *DiskStorage) entryPrefix() []byte {
 	return b
 }
 
+func (w *DiskStorage) update(cb func(txn *badger.Txn) error) error {
+	txn := w.db.NewTransactionAt(math.MaxUint64, true)
+	defer txn.Discard()
+	if err := cb(txn); err != nil {
+		return err
+	}
+	return txn.CommitAt(w.commitTs, nil)
+}
+
 // StoreRaftId stores the given RAFT ID in disk.
 func (w *DiskStorage) StoreRaftId(id uint64) error {
-	return w.db.Update(func(txn *badger.Txn) error {
+	return w.update(func(txn *badger.Txn) error {
 		var b [8]byte
 		binary.BigEndian.PutUint64(b[:], id)
 		return txn.Set(idKey, b[:])
@@ -203,7 +248,7 @@ func (w *DiskStorage) StoreRaftId(id uint64) error {
 
 // UpdateCheckpoint writes the given snapshot to disk.
 func (w *DiskStorage) UpdateCheckpoint(snap *pb.Snapshot) error {
-	return w.db.Update(func(txn *badger.Txn) error {
+	return w.update(func(txn *badger.Txn) error {
 		data, err := snap.Marshal()
 		if err != nil {
 			return err
@@ -453,7 +498,7 @@ func (w *DiskStorage) reset(es []raftpb.Entry) error {
 	w.cache = new(sync.Map) // reset cache.
 
 	// Clean out the state.
-	batch := w.db.NewWriteBatch()
+	batch := w.db.NewWriteBatchAt(w.commitTs)
 	defer batch.Cancel()
 
 	if err := w.deleteFrom(batch, 0); err != nil {
@@ -679,7 +724,7 @@ func (w *DiskStorage) CreateSnapshot(i uint64, cs *raftpb.ConfState, data []byte
 	snap.Metadata.ConfState = *cs
 	snap.Data = data
 
-	batch := w.db.NewWriteBatch()
+	batch := w.db.NewWriteBatchAt(w.commitTs)
 	defer batch.Cancel()
 	if err := w.setSnapshot(batch, &snap); err != nil {
 		return err
@@ -701,7 +746,7 @@ func (w *DiskStorage) CreateSnapshot(i uint64, cs *raftpb.ConfState, data []byte
 // writes then all of them can be written together. Note that when writing an Entry with Index i,
 // any previously-persisted entries with Index >= i must be discarded.
 func (w *DiskStorage) Save(h *raftpb.HardState, es []raftpb.Entry, snap *raftpb.Snapshot) error {
-	batch := w.db.NewWriteBatch()
+	batch := w.db.NewWriteBatchAt(w.commitTs)
 	defer batch.Cancel()
 
 	if err := w.addEntries(batch, es); err != nil {
diff --git a/raftwal/storage_test.go b/raftwal/storage_test.go
index 4b5ab23ee83..d923c9fcc21 100644
--- a/raftwal/storage_test.go
+++ b/raftwal/storage_test.go
@@ -50,7 +50,7 @@ func TestStorageTerm(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -101,7 +101,7 @@ func TestStorageEntries(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -147,7 +147,7 @@ func TestStorageLastIndex(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -178,7 +178,7 @@ func TestStorageFirstIndex(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -194,7 +194,7 @@ func TestStorageFirstIndex(t *testing.T) {
 		t.Errorf("first = %d, want %d", first, 4)
 	}
 
-	batch := db.NewWriteBatch()
+	batch := db.NewWriteBatchAt(ds.commitTs)
 	require.NoError(t, ds.deleteRange(batch, 0, 4))
 	require.NoError(t, batch.Flush())
 	ds.cache.Store(firstKey, 0)
@@ -212,7 +212,7 @@ func TestStorageCompact(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -237,7 +237,7 @@ func TestStorageCompact(t *testing.T) {
 	for i, tt := range tests {
 		first, err := ds.FirstIndex()
 		require.NoError(t, err)
-		batch := db.NewWriteBatch()
+		batch := db.NewWriteBatchAt(ds.commitTs)
 		err = ds.deleteRange(batch, first-1, tt.i)
 		require.NoError(t, batch.Flush())
 		if err != tt.werr {
@@ -264,7 +264,7 @@ func TestStorageCreateSnapshot(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -302,7 +302,7 @@ func TestStorageAppend(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := badger.Open(badger.DefaultOptions(dir))
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
@@ -351,7 +351,7 @@ func TestStorageAppend(t *testing.T) {
 
 	for i, tt := range tests {
 		require.NoError(t, ds.reset(ents))
-		batch := db.NewWriteBatch()
+		batch := db.NewWriteBatchAt(ds.commitTs)
 		err := ds.addEntries(batch, tt.entries)
 		if err != tt.werr {
 			t.Errorf("#%d: err = %v, want %v", i, err, tt.werr)
diff --git a/worker/draft_test.go b/worker/draft_test.go
index e569feb2a91..a26154d2af7 100644
--- a/worker/draft_test.go
+++ b/worker/draft_test.go
@@ -56,7 +56,7 @@ func TestCalculateSnapshot(t *testing.T) {
 	require.NoError(t, err)
 	defer os.RemoveAll(dir)
 
-	db, err := openBadger(dir)
+	db, err := badger.OpenManaged(badger.DefaultOptions(dir))
 	require.NoError(t, err)
 	ds := raftwal.Init(db, 0, 0)
 	defer ds.Closer.SignalAndWait()
diff --git a/worker/server_state.go b/worker/server_state.go
index c4b20483d6f..d9b2a7a2da7 100644
--- a/worker/server_state.go
+++ b/worker/server_state.go
@@ -164,7 +164,7 @@ func (s *ServerState) initStorage() {
 		glog.Infof("Opening write-ahead log BadgerDB with options: %+v\n", opt)
 		opt.EncryptionKey = key
 
-		s.WALstore, err = badger.Open(opt)
+		s.WALstore, err = badger.OpenManaged(opt)
 		x.Checkf(err, "Error while creating badger KV WAL store")
 	}
 	{