diff --git a/databricks/sdk/core.py b/databricks/sdk/core.py
index 386ad325..4127a985 100644
--- a/databricks/sdk/core.py
+++ b/databricks/sdk/core.py
@@ -491,6 +491,8 @@ class Config:
     metadata_service_url = ConfigAttribute(env='DATABRICKS_METADATA_SERVICE_URL',
                                            auth='metadata-service',
                                            sensitive=True)
+    max_connection_pools: int = ConfigAttribute()
+    max_connections_per_pool: int = ConfigAttribute()
 
     def __init__(self,
                  *,
@@ -893,7 +895,31 @@ def __init__(self, cfg: Config = None):
 
         self._session = requests.Session()
         self._session.auth = self._authenticate
-        self._session.mount("https://", HTTPAdapter(max_retries=retry_strategy))
+
+        # Number of urllib3 connection pools to cache before discarding the least
+        # recently used pool. Python requests default value is 10.
+        pool_connections = cfg.max_connection_pools
+        if pool_connections is None:
+            pool_connections = 20
+
+        # The maximum number of connections to save in the pool. Improves performance
+        # in multithreaded situations. For now, we're setting it to the same value
+        # as connection_pool_size.
+        pool_maxsize = cfg.max_connections_per_pool
+        if cfg.max_connections_per_pool is None:
+            pool_maxsize = pool_connections
+
+        # If pool_block is False, then more connections will are created,
+        # but not saved after the first use. Blocks when no free connections are available.
+        # urllib3 ensures that no more than pool_maxsize connections are used at a time.
+        # Prevents platform from flooding. By default, requests library doesn't block.
+        pool_block = True
+
+        http_adapter = HTTPAdapter(max_retries=retry_strategy,
+                                   pool_connections=pool_connections,
+                                   pool_maxsize=pool_maxsize,
+                                   pool_block=pool_block)
+        self._session.mount("https://", http_adapter)
 
     @property
     def account_id(self) -> str: