diff --git a/airflow/providers/presto/hooks/presto.py b/airflow/providers/presto/hooks/presto.py
index 419b571c9f92b..97f6ec566eea2 100644
--- a/airflow/providers/presto/hooks/presto.py
+++ b/airflow/providers/presto/hooks/presto.py
@@ -15,6 +15,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+import json
 import os
 import warnings
 from typing import Any, Callable, Iterable, Optional, overload
@@ -27,6 +28,34 @@
 from airflow.configuration import conf
 from airflow.hooks.dbapi import DbApiHook
 from airflow.models import Connection
+from airflow.utils.operator_helpers import AIRFLOW_VAR_NAME_FORMAT_MAPPING
+
+try:
+    from airflow.utils.operator_helpers import DEFAULT_FORMAT_PREFIX
+except ImportError:
+    # This is from airflow.utils.operator_helpers,
+    # For the sake of provider backward compatibility, this is hardcoded if import fails
+    # https://github.com/apache/airflow/pull/22416#issuecomment-1075531290
+    DEFAULT_FORMAT_PREFIX = 'airflow.ctx.'
+
+
+def generate_presto_client_info() -> str:
+    """Return json string with dag_id, task_id, execution_date and try_number"""
+    context_var = {
+        format_map['default'].replace(DEFAULT_FORMAT_PREFIX, ''): os.environ.get(
+            format_map['env_var_format'], ''
+        )
+        for format_map in AIRFLOW_VAR_NAME_FORMAT_MAPPING.values()
+    }
+    task_info = {
+        'dag_id': context_var['dag_id'],
+        'task_id': context_var['task_id'],
+        'execution_date': context_var['execution_date'],
+        'try_number': context_var['try_number'],
+        'dag_run_id': context_var['dag_run_id'],
+        'dag_owner': context_var['dag_owner'],
+    }
+    return json.dumps(task_info, sort_keys=True)
 
 
 class PrestoException(Exception):
@@ -83,11 +112,13 @@ def get_conn(self) -> Connection:
                 ca_bundle=extra.get('kerberos__ca_bundle'),
             )
 
+        http_headers = {"X-Presto-Client-Info": generate_presto_client_info()}
         presto_conn = prestodb.dbapi.connect(
             host=db.host,
             port=db.port,
             user=db.login,
             source=db.extra_dejson.get('source', 'airflow'),
+            http_headers=http_headers,
             http_scheme=db.extra_dejson.get('protocol', 'http'),
             catalog=db.extra_dejson.get('catalog', 'hive'),
             schema=db.schema,
diff --git a/tests/providers/presto/hooks/test_presto.py b/tests/providers/presto/hooks/test_presto.py
index 08278dd3b3ca3..e6fd7c5ed01b1 100644
--- a/tests/providers/presto/hooks/test_presto.py
+++ b/tests/providers/presto/hooks/test_presto.py
@@ -28,7 +28,31 @@
 
 from airflow import AirflowException
 from airflow.models import Connection
-from airflow.providers.presto.hooks.presto import PrestoHook
+from airflow.providers.presto.hooks.presto import PrestoHook, generate_presto_client_info
+
+
+def test_generate_airflow_presto_client_info_header():
+    env_vars = {
+        'AIRFLOW_CTX_DAG_ID': 'dag_id',
+        'AIRFLOW_CTX_EXECUTION_DATE': '2022-01-01T00:00:00',
+        'AIRFLOW_CTX_TASK_ID': 'task_id',
+        'AIRFLOW_CTX_TRY_NUMBER': '1',
+        'AIRFLOW_CTX_DAG_RUN_ID': 'dag_run_id',
+        'AIRFLOW_CTX_DAG_OWNER': 'dag_owner',
+    }
+    expected = json.dumps(
+        {
+            "dag_id": "dag_id",
+            "execution_date": "2022-01-01T00:00:00",
+            "task_id": "task_id",
+            "try_number": "1",
+            "dag_run_id": "dag_run_id",
+            "dag_owner": "dag_owner",
+        },
+        sort_keys=True,
+    )
+    with patch.dict('os.environ', env_vars):
+        assert generate_presto_client_info() == expected
 
 
 class TestPrestoHookConn(unittest.TestCase):
@@ -45,6 +69,7 @@ def test_get_conn_basic_auth(self, mock_get_connection, mock_connect, mock_basic
             catalog='hive',
             host='host',
             port=None,
+            http_headers=mock.ANY,
             http_scheme='http',
             schema='hive',
             source='airflow',
@@ -98,6 +123,7 @@ def test_get_conn_kerberos_auth(self, mock_get_connection, mock_connect, mock_au
             catalog='hive',
             host='host',
             port=None,
+            http_headers=mock.ANY,
             http_scheme='http',
             schema='hive',
             source='airflow',
@@ -118,6 +144,51 @@ def test_get_conn_kerberos_auth(self, mock_get_connection, mock_connect, mock_au
         )
         assert mock_connect.return_value == conn
 
+    @patch('airflow.providers.presto.hooks.presto.generate_presto_client_info')
+    @patch('airflow.providers.presto.hooks.presto.prestodb.auth.BasicAuthentication')
+    @patch('airflow.providers.presto.hooks.presto.prestodb.dbapi.connect')
+    @patch('airflow.providers.presto.hooks.presto.PrestoHook.get_connection')
+    def test_http_headers(
+        self,
+        mock_get_connection,
+        mock_connect,
+        mock_basic_auth,
+        mocked_generate_airflow_presto_client_info_header,
+    ):
+        mock_get_connection.return_value = Connection(
+            login='login', password='password', host='host', schema='hive'
+        )
+        client = json.dumps(
+            {
+                "dag_id": "dag-id",
+                "execution_date": "2022-01-01T00:00:00",
+                "task_id": "task-id",
+                "try_number": "1",
+                "dag_run_id": "dag-run-id",
+                "dag_owner": "dag-owner",
+            },
+            sort_keys=True,
+        )
+        http_headers = {'X-Presto-Client-Info': client}
+
+        mocked_generate_airflow_presto_client_info_header.return_value = http_headers['X-Presto-Client-Info']
+
+        conn = PrestoHook().get_conn()
+        mock_connect.assert_called_once_with(
+            catalog='hive',
+            host='host',
+            port=None,
+            http_headers=http_headers,
+            http_scheme='http',
+            schema='hive',
+            source='airflow',
+            user='login',
+            isolation_level=0,
+            auth=mock_basic_auth.return_value,
+        )
+        mock_basic_auth.assert_called_once_with('login', 'password')
+        assert mock_connect.return_value == conn
+
     @parameterized.expand(
         [
             ('False', False),