diff --git a/releases/unreleased/account-fetching-ordered-by-uid.yml b/releases/unreleased/account-fetching-ordered-by-uid.yml
new file mode 100644
index 0000000..6a6b023
--- /dev/null
+++ b/releases/unreleased/account-fetching-ordered-by-uid.yml
@@ -0,0 +1,7 @@
+---
+title: Account fetching ordered by UID
+category: fixed
+author: Jose Javier Merchante <jjmerchante@bitergia.com>
+issue: null
+notes: >
+  Sort accounts by UID and adds support for resuming from a specific page.
diff --git a/sortinghat/core/importer/backends/eclipse.py b/sortinghat/core/importer/backends/eclipse.py
index e756c4a..7ec2bbe 100644
--- a/sortinghat/core/importer/backends/eclipse.py
+++ b/sortinghat/core/importer/backends/eclipse.py
@@ -16,6 +16,7 @@
 #
 
 import logging
+import time
 
 import dateutil.relativedelta
 import requests
@@ -52,6 +53,8 @@
 MAX_WORKERS = 8
 MAX_QUEUE_SIZE = 100
 
+REQUEST_TIMEOUT = 30
+
 logger = logging.getLogger(__name__)
 
 
@@ -78,7 +81,7 @@ class EclipseFoundationAccountsImporter(IdentitiesImporter):
     """
     NAME = "EclipseFoundation"
 
-    def __init__(self, ctx, url, from_date=None):
+    def __init__(self, ctx, url, from_date=None, from_page=1):
         super().__init__(ctx, url)
 
         min_date = datetime_utcnow() - dateutil.relativedelta.relativedelta(years=1)
@@ -90,6 +93,11 @@ def __init__(self, ctx, url, from_date=None):
         else:
             self.from_date = from_date
 
+        if not from_page:
+            self.from_page = 1
+        else:
+            self.from_page = int(from_page)
+
         if self.from_date < min_date:
             msg = (
                 "Invalid 'from_date' value. It can only import identities updated since a year ago."
@@ -112,19 +120,22 @@ def get_individuals(self):
         with ThreadPoolExecutor(max_workers=MAX_WORKERS) as executor:
             pending = set()
 
-            for account in client.fetch_accounts(epoch=epoch):
+            for account in client.fetch_accounts(epoch=epoch, from_page=self.from_page):
                 future = executor.submit(self.process_account, client, account)
                 pending.add(future)
 
                 # Wait to complete when reaching max queue size
                 if len(pending) >= MAX_QUEUE_SIZE:
-                    done, pending = wait(pending, return_when=FIRST_COMPLETED, timeout=60)
+                    done, pending = wait(pending, return_when=FIRST_COMPLETED, timeout=120)
                     if not done:
                         raise TimeoutError("Timeout waiting for Eclipse account processing")
                     for future in done:
-                        individual = future.result()
-                        if individual:
-                            yield individual
+                        try:
+                            individual = future.result()
+                            if individual:
+                                yield individual
+                        except Exception as exc:
+                            logger.error(f"Error processing Eclipse account {account}; error={exc}")
 
         # Process remaining futures
         for future in as_completed(pending, timeout=600):
@@ -268,10 +279,10 @@ def logout(self):
 
         self.token = None
 
-    def fetch_accounts(self, epoch):
+    def fetch_accounts(self, epoch, from_page=1):
         """Fetch accounts updated from a given UNIX time."""
 
-        page = 1
+        page = from_page
         total_accounts = 0
 
         logger.info(f"Fetching accounts from API; url={self.ECLIPSE_ACCOUNTS_URL}, epoch={epoch}")
@@ -282,10 +293,14 @@ def fetch_accounts(self, epoch):
                 'since': epoch,
                 'page': page,
                 'pagesize': 100,
+                'sortby': 'uid',
             }
 
             logger.debug(f"Fetching accounts from API; url={url}, params={params}")
             data = self._fetch(url, params=params)
+            if not data:
+                logger.error(f"No data returned from API; url={url}, params={params}")
+                continue
 
             for account in data['result']:
                 yield account
@@ -349,7 +364,7 @@ def _fetch_retry(self, url, params=None):
 
         while retries < max_retries:
             try:
-                response = requests.get(url, params=params, auth=self.token)
+                response = requests.get(url, params=params, auth=self.token, timeout=REQUEST_TIMEOUT)
             except ExpiredAccessToken:
                 # Refresh token and try again
                 self.login(self.user_id, self.password)
@@ -365,10 +380,11 @@ def _fetch_retry(self, url, params=None):
             elif 500 <= response.status_code < 600:
                 # Errors could have been related to server overloading
                 retries += 1
+                time.sleep(2 ** retries)
             else:
                 response.raise_for_status()
 
-        response = requests.get(url, params=params, auth=self.token)
+        response = requests.get(url, params=params, auth=self.token, timeout=REQUEST_TIMEOUT)
         response.raise_for_status()
 
         return response.json()