diff --git a/executor/apply_cache.go b/executor/apply_cache.go
index a14d71e621989..2b90eaa9e88f5 100644
--- a/executor/apply_cache.go
+++ b/executor/apply_cache.go
@@ -66,6 +66,12 @@ func (c *applyCache) put(key applyCacheKey, val kvcache.Value) {
 	c.cache.Put(key, val)
 }
 
+func (c *applyCache) removeOldest() (kvcache.Key, kvcache.Value, bool) {
+	c.lock.Lock()
+	defer c.lock.Unlock()
+	return c.cache.RemoveOldest()
+}
+
 // Get gets a cache item according to cache key. It's thread-safe.
 func (c *applyCache) Get(key applyCacheKey) (*chunk.List, error) {
 	value, hit := c.get(key)
@@ -83,7 +89,7 @@ func (c *applyCache) Set(key applyCacheKey, value *chunk.List) (bool, error) {
 		return false, nil
 	}
 	for mem+c.memTracker.BytesConsumed() > c.memCapacity {
-		evictedKey, evictedValue, evicted := c.cache.RemoveOldest()
+		evictedKey, evictedValue, evicted := c.removeOldest()
 		if !evicted {
 			return false, nil
 		}
diff --git a/executor/apply_cache_test.go b/executor/apply_cache_test.go
index 35ba3604d5b37..1697dc419bc4f 100644
--- a/executor/apply_cache_test.go
+++ b/executor/apply_cache_test.go
@@ -17,6 +17,7 @@ package executor
 import (
 	"strconv"
 	"strings"
+	"sync"
 	"testing"
 
 	"github.com/pingcap/tidb/parser/mysql"
@@ -77,3 +78,61 @@ func TestApplyCache(t *testing.T) {
 	require.NoError(t, err)
 	require.Nil(t, result)
 }
+
+func TestApplyCacheConcurrent(t *testing.T) {
+	ctx := mock.NewContext()
+	ctx.GetSessionVars().MemQuotaApplyCache = 100
+	applyCache, err := newApplyCache(ctx)
+	require.NoError(t, err)
+
+	fields := []*types.FieldType{types.NewFieldType(mysql.TypeLonglong)}
+	value := make([]*chunk.List, 2)
+	key := make([][]byte, 2)
+	for i := 0; i < 2; i++ {
+		value[i] = chunk.NewList(fields, 1, 1)
+		srcChunk := chunk.NewChunkWithCapacity(fields, 1)
+		srcChunk.AppendInt64(0, int64(i))
+		srcRow := srcChunk.GetRow(0)
+		value[i].AppendRow(srcRow)
+		key[i] = []byte(strings.Repeat(strconv.Itoa(i), 100))
+
+		// TODO: *chunk.List.GetMemTracker().BytesConsumed() is not accurate, fix it later.
+		require.Equal(t, int64(100), applyCacheKVMem(key[i], value[i]))
+	}
+
+	applyCache.Set(key[0], value[0])
+	var wg sync.WaitGroup
+	wg.Add(2)
+	var func1 = func() {
+		for i := 0; i < 100; i++ {
+			for {
+				result, err := applyCache.Get(key[0])
+				require.NoError(t, err)
+				if result != nil {
+					applyCache.Set(key[1], value[1])
+					break
+				}
+			}
+		}
+		wg.Done()
+	}
+	var func2 = func() {
+		for i := 0; i < 100; i++ {
+			for {
+				result, err := applyCache.Get(key[1])
+				require.NoError(t, err)
+				if result != nil {
+					applyCache.Set(key[0], value[0])
+					break
+				}
+			}
+		}
+		wg.Done()
+	}
+	go func1()
+	go func2()
+	wg.Wait()
+	result, err := applyCache.Get(key[0])
+	require.NoError(t, err)
+	require.NotNil(t, result)
+}