diff --git a/apps/emqx_bridge_rocketmq/src/emqx_bridge_rocketmq_connector.erl b/apps/emqx_bridge_rocketmq/src/emqx_bridge_rocketmq_connector.erl
index dfb1f3def..254d6b39a 100644
--- a/apps/emqx_bridge_rocketmq/src/emqx_bridge_rocketmq_connector.erl
+++ b/apps/emqx_bridge_rocketmq/src/emqx_bridge_rocketmq_connector.erl
@@ -102,22 +102,23 @@ on_start(
         emqx_schema:parse_servers(BinServers, ?ROCKETMQ_HOST_OPTIONS)
     ),
     ClientId = client_id(InstanceId),
-
     TopicTks = emqx_plugin_libs_rule:preproc_tmpl(Topic),
     #{acl_info := AclInfo} = ProducerOpts = make_producer_opts(Config),
     ClientCfg = #{acl_info => AclInfo},
     Templates = parse_template(Config),
-    ProducersMapPID = create_producers_map(ClientId),
+
     State = #{
         client_id => ClientId,
         topic => Topic,
         topic_tokens => TopicTks,
         sync_timeout => SyncTimeout,
         templates => Templates,
-        producers_map_pid => ProducersMapPID,
         producers_opts => ProducerOpts
     },
 
+    ok = emqx_resource:allocate_resource(InstanceId, client_id, ClientId),
+    create_producers_map(ClientId),
+
     case rocketmq:ensure_supervised_client(ClientId, Servers, ClientCfg) of
         {ok, _Pid} ->
             {ok, State};
@@ -130,23 +131,22 @@ on_start(
             {error, Reason}
     end.
 
-on_stop(InstanceId, #{client_id := ClientId, topic := RawTopic, producers_map_pid := Pid} = _State) ->
+on_stop(InstanceId, _State) ->
     ?SLOG(info, #{
         msg => "stopping_rocketmq_connector",
         connector => InstanceId
     }),
 
-    Producers = ets:match(ClientId, {{RawTopic, '$1'}, '$2'}),
     lists:foreach(
-        fun([Topic, Producer]) ->
-            ets:delete(ClientId, {RawTopic, Topic}),
-            _ = rocketmq:stop_and_delete_supervised_producers(Producer)
+        fun
+            ({_, client_id, ClientId}) ->
+                destory_producers_map(ClientId),
+                ok = rocketmq:stop_and_delete_supervised_client(ClientId);
+            ({_, _Topic, Producer}) ->
+                _ = rocketmq:stop_and_delete_supervised_producers(Producer)
         end,
-        Producers
-    ),
-
-    Pid ! ok,
-    ok = rocketmq:stop_and_delete_supervised_client(ClientId).
+        emqx_resource:get_allocated_resources_list(InstanceId)
+    ).
 
 on_query(InstanceId, Query, State) ->
     do_query(InstanceId, Query, send_sync, State).
@@ -179,7 +179,6 @@ do_query(
     #{
         templates := Templates,
         client_id := ClientId,
-        topic := RawTopic,
         topic_tokens := TopicTks,
         producers_opts := ProducerOpts,
         sync_timeout := RequestTimeout
@@ -191,7 +190,7 @@ do_query(
         #{connector => InstanceId, query => Query, state => State}
     ),
 
-    TopicKey = get_topic_key(Query, RawTopic, TopicTks),
+    TopicKey = get_topic_key(Query, TopicTks),
     Data = apply_template(Query, Templates),
 
     Result = safe_do_produce(
@@ -220,7 +219,7 @@ do_query(
 
 safe_do_produce(InstanceId, QueryFunc, ClientId, TopicKey, Data, ProducerOpts, RequestTimeout) ->
     try
-        Producers = get_producers(ClientId, TopicKey, ProducerOpts),
+        Producers = get_producers(InstanceId, ClientId, TopicKey, ProducerOpts),
         produce(InstanceId, QueryFunc, Producers, Data, RequestTimeout)
     catch
         _Type:Reason ->
@@ -249,10 +248,10 @@ parse_template([{Key, H} | T], Templates) ->
 parse_template([], Templates) ->
     Templates.
 
-get_topic_key({_, Msg}, RawTopic, TopicTks) ->
-    {RawTopic, emqx_plugin_libs_rule:proc_tmpl(TopicTks, Msg)};
-get_topic_key([Query | _], RawTopic, TopicTks) ->
-    get_topic_key(Query, RawTopic, TopicTks).
+get_topic_key({_, Msg}, TopicTks) ->
+    emqx_plugin_libs_rule:proc_tmpl(TopicTks, Msg);
+get_topic_key([Query | _], TopicTks) ->
+    get_topic_key(Query, TopicTks).
 
 apply_template({Key, Msg} = _Req, Templates) ->
     case maps:get(Key, Templates, undefined) of
@@ -317,29 +316,29 @@ acl_info(_, _, _) ->
     #{}.
 
 create_producers_map(ClientId) ->
-    erlang:spawn(fun() ->
-        case ets:whereis(ClientId) of
-            undefined ->
-                _ = ets:new(ClientId, [public, named_table]),
-                ok;
-            _ ->
-                ok
-        end,
-        receive
-            _Msg ->
-                ok
-        end
-    end).
+    _ = ets:new(ClientId, [public, named_table, {read_concurrency, true}]),
+    ok.
 
-get_producers(ClientId, {_, Topic1} = TopicKey, ProducerOpts) ->
-    case ets:lookup(ClientId, TopicKey) of
-        [{_, Producers0}] ->
-            Producers0;
-        _ ->
-            ProducerGroup = iolist_to_binary([atom_to_list(ClientId), "_", Topic1]),
-            {ok, Producers0} = rocketmq:ensure_supervised_producers(
-                ClientId, ProducerGroup, Topic1, ProducerOpts
-            ),
-            ets:insert(ClientId, {TopicKey, Producers0}),
-            Producers0
+%% The resource manager will not terminate when restarting a resource,
+%% so manually destroying the ets table is necessary.
+destory_producers_map(ClientId) ->
+    case ets:whereis(ClientId) of
+        undefined ->
+            ok;
+        Tid ->
+            ets:delete(Tid)
+    end.
+
+get_producers(InstanceId, ClientId, Topic, ProducerOpts) ->
+    case ets:lookup(ClientId, Topic) of
+        [{_, Producers}] ->
+            Producers;
+        _ ->
+            ProducerGroup = iolist_to_binary([atom_to_list(ClientId), "_", Topic]),
+            {ok, Producers} = rocketmq:ensure_supervised_producers(
+                ClientId, ProducerGroup, Topic, ProducerOpts
+            ),
+            ok = emqx_resource:allocate_resource(InstanceId, Topic, Producers),
+            ets:insert(ClientId, {Topic, Producers}),
+            Producers
     end.
diff --git a/apps/emqx_resource/src/emqx_resource.erl b/apps/emqx_resource/src/emqx_resource.erl
index 37d7b1696..0dbc3067f 100644
--- a/apps/emqx_resource/src/emqx_resource.erl
+++ b/apps/emqx_resource/src/emqx_resource.erl
@@ -85,6 +85,7 @@
     allocate_resource/3,
     has_allocated_resources/1,
     get_allocated_resources/1,
+    get_allocated_resources_list/1,
     forget_allocated_resources/1
 ]).
 
@@ -519,6 +520,10 @@ get_allocated_resources(InstanceId) ->
     Objects = ets:lookup(?RESOURCE_ALLOCATION_TAB, InstanceId),
     maps:from_list([{K, V} || {_InstanceId, K, V} <- Objects]).
 
+-spec get_allocated_resources_list(resource_id()) -> list(tuple()).
+get_allocated_resources_list(InstanceId) ->
+    ets:lookup(?RESOURCE_ALLOCATION_TAB, InstanceId).
+
 -spec forget_allocated_resources(resource_id()) -> ok.
 forget_allocated_resources(InstanceId) ->
     true = ets:delete(?RESOURCE_ALLOCATION_TAB, InstanceId),
diff --git a/changes/ee/feat-10908.en.md b/changes/ee/feat-10908.en.md
new file mode 100644
index 000000000..ee350226c
--- /dev/null
+++ b/changes/ee/feat-10908.en.md
@@ -0,0 +1 @@
+Refactored the RocketMQ bridge to avoid leaking resources during crashes at creation.