diff --git a/superset/db_engine_specs/trino.py b/superset/db_engine_specs/trino.py
index 08c9a71f4b..2a23d1c969 100644
--- a/superset/db_engine_specs/trino.py
+++ b/superset/db_engine_specs/trino.py
@@ -14,6 +14,8 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+from __future__ import annotations
+
 import logging
 from typing import Any, Dict, List, Optional, TYPE_CHECKING
 
@@ -90,7 +92,7 @@ class TrinoEngineSpec(PrestoEngineSpec):
     @classmethod
     def get_table_names(
         cls,
-        database: "Database",
+        database: Database,
         inspector: Inspector,
         schema: Optional[str],
     ) -> List[str]:
@@ -103,7 +105,7 @@ class TrinoEngineSpec(PrestoEngineSpec):
     @classmethod
     def get_view_names(
         cls,
-        database: "Database",
+        database: Database,
         inspector: Inspector,
         schema: Optional[str],
     ) -> List[str]:
@@ -114,7 +116,7 @@ class TrinoEngineSpec(PrestoEngineSpec):
         )
 
     @classmethod
-    def get_tracking_url(cls, cursor: "Cursor") -> Optional[str]:
+    def get_tracking_url(cls, cursor: Cursor) -> Optional[str]:
         try:
             return cursor.info_uri
         except AttributeError:
@@ -127,14 +129,42 @@ class TrinoEngineSpec(PrestoEngineSpec):
         return None
 
     @classmethod
-    def handle_cursor(cls, cursor: "Cursor", query: Query, session: Session) -> None:
-        """Updates progress information"""
+    def handle_cursor(cls, cursor: Cursor, query: Query, session: Session) -> None:
         tracking_url = cls.get_tracking_url(cursor)
         if tracking_url:
             query.tracking_url = tracking_url
-            session.commit()
+
+        # Adds the executed query id to the extra payload so the query can be cancelled
+        query.set_extra_json_key("cancel_query", cursor.stats["queryId"])
+
+        session.commit()
         BaseEngineSpec.handle_cursor(cursor=cursor, query=query, session=session)
 
+    @classmethod
+    def has_implicit_cancel(cls) -> bool:
+        return False
+
+    @classmethod
+    def cancel_query(cls, cursor: Any, query: Query, cancel_query_id: str) -> bool:
+        """
+        Cancel query in the underlying database.
+
+        :param cursor: New cursor instance to the db of the query
+        :param query: Query instance
+        :param cancel_query_id: Trino `queryId`
+        :return: True if query cancelled successfully, False otherwise
+        """
+        try:
+            cursor.execute(
+                f"CALL system.runtime.kill_query(query_id => '{cancel_query_id}',"
+                "message => 'Query cancelled by Superset')"
+            )
+            cursor.fetchall()  # needed to trigger the call
+        except Exception:  # pylint: disable=broad-except
+            return False
+
+        return True
+
     @staticmethod
     def get_extra_params(database: "Database") -> Dict[str, Any]:
         """
diff --git a/tests/unit_tests/db_engine_specs/test_trino.py b/tests/unit_tests/db_engine_specs/test_trino.py
new file mode 100644
index 0000000000..6a77e63236
--- /dev/null
+++ b/tests/unit_tests/db_engine_specs/test_trino.py
@@ -0,0 +1,38 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+# pylint: disable=unused-argument, import-outside-toplevel, protected-access
+from unittest import mock
+
+
+@mock.patch("sqlalchemy.engine.Engine.connect")
+def test_cancel_query_success(engine_mock: mock.Mock) -> None:
+    from superset.db_engine_specs.trino import TrinoEngineSpec
+    from superset.models.sql_lab import Query
+
+    query = Query()
+    cursor_mock = engine_mock.return_value.__enter__.return_value
+    assert TrinoEngineSpec.cancel_query(cursor_mock, query, "123") is True
+
+
+@mock.patch("sqlalchemy.engine.Engine.connect")
+def test_cancel_query_failed(engine_mock: mock.Mock) -> None:
+    from superset.db_engine_specs.trino import TrinoEngineSpec
+    from superset.models.sql_lab import Query
+
+    query = Query()
+    cursor_mock = engine_mock.raiseError.side_effect = Exception()
+    assert TrinoEngineSpec.cancel_query(cursor_mock, query, "123") is False