diff --git a/pkg/object/ceph.go b/pkg/object/ceph.go
index 91701d00ed3f0..c540092256ce9 100644
--- a/pkg/object/ceph.go
+++ b/pkg/object/ceph.go
@@ -230,24 +230,76 @@ func (c *ceph) ListAll(prefix, marker string, followLink bool) (<-chan Object, e
 	}
 	// the keys are not ordered, sort them first
 	sort.Strings(keys)
+	c.release(ctx)
 
 	var objs = make(chan Object, 1000)
-	// TODO: parallel
+	var concurrent = 20
+	ms := make([]sync.Mutex, concurrent)
+	conds := make([]*sync.Cond, concurrent)
+	ready := make([]bool, concurrent)
+	results := make([]Object, concurrent)
+	errs := make([]error, concurrent)
+	for c := 0; c < concurrent; c++ {
+		conds[c] = sync.NewCond(&ms[c])
+		if c < len(keys) {
+			go func(c int) {
+				ctx, err := c.newContext()
+				if err != nil {
+					logger.Errorf("new context: %s", err)
+					errs[c] = err
+					return
+				}
+				defer ctx.Destroy()
+				for i := c; i < len(keys); i += concurrent {
+					key := keys[i]
+					st, err := ctx.Stat(key)
+					if err != nil {
+						if errors.Is(err, rados.ErrNotFound) {
+							logger.Debugf("Skip non-existent key: %s", key)
+							results[c] = nil
+						} else {
+							logger.Errorf("Stat key %s: %s", key, err)
+							errs[c] = err
+						}
+					} else {
+						results[c] = &obj{key, int64(st.Size), st.ModTime, strings.HasSuffix(key, "/"), ""}
+					}
+
+					ms[c].Lock()
+					ready[c] = true
+					conds[c].Signal()
+					if errs[c] != nil {
+						ms[c].Unlock()
+						break
+					}
+					for ready[c] {
+						conds[c].Wait()
+					}
+					ms[c].Unlock()
+				}
+			}(c)
+		}
+	}
 	go func() {
 		defer close(objs)
-		defer ctx.Destroy()
-		for _, key := range keys {
-			st, err := ctx.Stat(key)
-			if err != nil {
-				if errors.Is(err, rados.ErrNotFound) {
-					logger.Debugf("Skip non-existent key: %s", key)
-					continue
-				}
+		for i := range keys {
+			c := i % concurrent
+			ms[c].Lock()
+			for !ready[c] {
+				conds[c].Wait()
+			}
+			if errs[c] != nil {
 				objs <- nil
-				logger.Errorf("Stat key %s: %s", key, err)
-				return
+				ms[c].Unlock()
+				// some goroutines will be leaked, but it's ok
+				// since we won't call ListAll() many times in a process
+				break
+			} else if results[c] != nil {
+				objs <- results[c]
 			}
-			objs <- &obj{key, int64(st.Size), st.ModTime, strings.HasSuffix(key, "/"), ""}
+			ready[c] = false
+			conds[c].Signal()
+			ms[c].Unlock()
 		}
 	}()
 	return objs, nil