diff --git a/pkg/simple/client/events/elasticsearch/clients.go b/pkg/simple/client/events/elasticsearch/clients.go
index ddbd99051da1d288718604e54af4ca346d613b0a..5f2308651c82bec286674f7cf663c0f390d3d6ff 100644
--- a/pkg/simple/client/events/elasticsearch/clients.go
+++ b/pkg/simple/client/events/elasticsearch/clients.go
@@ -41,7 +41,8 @@ func (e Error) Error() string {
 type ClientV5 es5.Client
 
 func (c *ClientV5) ExSearch(r *Request) (*Response, error) {
-	return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body)))
+	return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body),
+		c.Search.WithIgnoreUnavailable(true)))
 }
 func (c *ClientV5) parse(resp *es5api.Response, err error) (*Response, error) {
 	if err != nil {
@@ -85,7 +86,8 @@ func (c *ClientV5) Version() (string, error) {
 type ClientV6 es6.Client
 
 func (c *ClientV6) ExSearch(r *Request) (*Response, error) {
-	return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body)))
+	return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body),
+		c.Search.WithIgnoreUnavailable(true)))
 }
 func (c *ClientV6) parse(resp *es6api.Response, err error) (*Response, error) {
 	if err != nil {
@@ -114,7 +116,8 @@ func (c *ClientV6) parse(resp *es6api.Response, err error) (*Response, error) {
 type ClientV7 es7.Client
 
 func (c *ClientV7) ExSearch(r *Request) (*Response, error) {
-	return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body)))
+	return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body),
+		c.Search.WithIgnoreUnavailable(true)))
 }
 func (c *ClientV7) parse(resp *es7api.Response, err error) (*Response, error) {
 	if err != nil {
diff --git a/pkg/simple/client/events/elasticsearch/elasticsearch.go b/pkg/simple/client/events/elasticsearch/elasticsearch.go
index ca22ae8741b0371c66ca99a07fb2657a1d9891fd..281afe1543cac31c5741c898117e19205c362568 100644
--- a/pkg/simple/client/events/elasticsearch/elasticsearch.go
+++ b/pkg/simple/client/events/elasticsearch/elasticsearch.go
@@ -4,6 +4,7 @@ import (
 	"bytes"
 	"fmt"
 	"strings"
+	"sync"
 	"time"
 
 	es5 "github.com/elastic/go-elasticsearch/v5"
@@ -12,18 +13,19 @@ import (
 	jsoniter "github.com/json-iterator/go"
 	corev1 "k8s.io/api/core/v1"
 	"kubesphere.io/kubesphere/pkg/simple/client/events"
+	"kubesphere.io/kubesphere/pkg/utils/esutil"
 )
 
 var json = jsoniter.ConfigCompatibleWithStandardLibrary
 
-type Elasticsearch struct {
+type elasticsearch struct {
 	c    client
 	opts struct {
-		index string
+		indexPrefix string
 	}
 }
 
-func (es *Elasticsearch) SearchEvents(filter *events.Filter, from, size int64,
+func (es *elasticsearch) SearchEvents(filter *events.Filter, from, size int64,
 	sort string) (*events.Events, error) {
 	queryPart := parseToQueryPart(filter)
 	if sort == "" {
@@ -44,7 +46,7 @@ func (es *Elasticsearch) SearchEvents(filter *events.Filter, from, size int64,
 		return nil, err
 	}
 	resp, err := es.c.ExSearch(&Request{
-		Index: es.opts.index,
+		Index: resolveIndexNames(es.opts.indexPrefix, filter.StartTime, filter.EndTime),
 		Body:  bytes.NewBuffer(body),
 	})
 	if err != nil || resp == nil {
@@ -64,7 +66,7 @@ func (es *Elasticsearch) SearchEvents(filter *events.Filter, from, size int64,
 	return &evts, nil
 }
 
-func (es *Elasticsearch) CountOverTime(filter *events.Filter, interval string) (*events.Histogram, error) {
+func (es *elasticsearch) CountOverTime(filter *events.Filter, interval string) (*events.Histogram, error) {
 	if interval == "" {
 		interval = "15m"
 	}
@@ -90,7 +92,7 @@ func (es *Elasticsearch) CountOverTime(filter *events.Filter, interval string) (
 		return nil, err
 	}
 	resp, err := es.c.ExSearch(&Request{
-		Index: es.opts.index,
+		Index: resolveIndexNames(es.opts.indexPrefix, filter.StartTime, filter.EndTime),
 		Body:  bytes.NewBuffer(body),
 	})
 	if err != nil || resp == nil {
@@ -116,7 +118,7 @@ func (es *Elasticsearch) CountOverTime(filter *events.Filter, interval string) (
 	return &histo, nil
 }
 
-func (es *Elasticsearch) StatisticsOnResources(filter *events.Filter) (*events.Statistics, error) {
+func (es *elasticsearch) StatisticsOnResources(filter *events.Filter) (*events.Statistics, error) {
 	queryPart := parseToQueryPart(filter)
 	aggName := "resources_count"
 	aggsPart := map[string]interface{}{
@@ -137,7 +139,7 @@ func (es *Elasticsearch) StatisticsOnResources(filter *events.Filter) (*events.S
 		return nil, err
 	}
 	resp, err := es.c.ExSearch(&Request{
-		Index: es.opts.index,
+		Index: resolveIndexNames(es.opts.indexPrefix, filter.StartTime, filter.EndTime),
 		Body:  bytes.NewBuffer(body),
 	})
 	if err != nil || resp == nil {
@@ -158,7 +160,7 @@ func (es *Elasticsearch) StatisticsOnResources(filter *events.Filter) (*events.S
 	}, nil
 }
 
-func NewClient(options *Options) (*Elasticsearch, error) {
+func newClient(options *Options) (*elasticsearch, error) {
 	clientV5 := func() (*ClientV5, error) {
 		c, err := es5.NewClient(es5.Config{Addresses: []string{options.Host}})
 		if err != nil {
@@ -183,10 +185,10 @@ func NewClient(options *Options) (*Elasticsearch, error) {
 
 	var (
 		version = options.Version
-		es      = Elasticsearch{}
+		es      = elasticsearch{}
 		err     error
 	)
-	es.opts.index = fmt.Sprintf("%s*", options.IndexPrefix)
+	es.opts.indexPrefix = options.IndexPrefix
 
 	if options.Version == "" {
 		var c5 *ClientV5
@@ -218,6 +220,58 @@ func NewClient(options *Options) (*Elasticsearch, error) {
 	return &es, nil
 }
 
+type Elasticsearch struct {
+	innerEs *elasticsearch
+	options Options
+	mutex   sync.Mutex
+}
+
+func (es *Elasticsearch) SearchEvents(filter *events.Filter, from, size int64,
+	sort string) (*events.Events, error) {
+	ies, e := es.getInnerEs()
+	if e != nil {
+		return nil, e
+	}
+	return ies.SearchEvents(filter, from, size, sort)
+}
+
+func (es *Elasticsearch) CountOverTime(filter *events.Filter, interval string) (*events.Histogram, error) {
+	ies, e := es.getInnerEs()
+	if e != nil {
+		return nil, e
+	}
+	return ies.CountOverTime(filter, interval)
+}
+
+func (es *Elasticsearch) StatisticsOnResources(filter *events.Filter) (*events.Statistics, error) {
+	ies, e := es.getInnerEs()
+	if e != nil {
+		return nil, e
+	}
+	return ies.StatisticsOnResources(filter)
+}
+
+func (es *Elasticsearch) getInnerEs() (*elasticsearch, error) {
+	if es.innerEs != nil {
+		return es.innerEs, nil
+	}
+	es.mutex.Lock()
+	defer es.mutex.Unlock()
+	if es.innerEs != nil {
+		return es.innerEs, nil
+	}
+	ies, err := newClient(&es.options)
+	if err != nil {
+		return nil, err
+	}
+	es.innerEs = ies
+	return es.innerEs, nil
+}
+
+func NewClient(options *Options) (*Elasticsearch, error) {
+	return &Elasticsearch{options: *options}, nil
+}
+
 func parseToQueryPart(f *events.Filter) interface{} {
 	if f == nil {
 		return nil
@@ -347,3 +401,14 @@ func parseToQueryPart(f *events.Filter) interface{} {
 
 	return queryBody
 }
+
+func resolveIndexNames(prefix string, start, end *time.Time) string {
+	var s, e time.Time
+	if start != nil {
+		s = *start
+	}
+	if end != nil {
+		e = *end
+	}
+	return esutil.ResolveIndexNames(prefix, s, e)
+}