diff --git a/oracle/oracle/rewards/controller.py b/oracle/oracle/rewards/controller.py
index ba73d78..3400eeb 100644
--- a/oracle/oracle/rewards/controller.py
+++ b/oracle/oracle/rewards/controller.py
@@ -25,6 +25,7 @@
     MGNO_RATE,
     NETWORK,
     NETWORK_CONFIG,
+    ORACLE_WITHDRAWAL_CHUNK_SIZE,
     REWARD_VOTE_FILENAME,
     WAD,
 )
@@ -221,6 +222,33 @@ async def calculate_withdrawal_rewards(
         )
         execution_client = get_web3_client()
 
+        chunk_size = ORACLE_WITHDRAWAL_CHUNK_SIZE
+        for block_number in range(from_block, to_block, chunk_size):
+            withdrawals_amount += await self.fetch_withdrawal_chunk(
+                validator_indexes=validator_indexes,
+                from_block=block_number,
+                to_block=min(block_number + chunk_size, to_block),
+                execution_client=execution_client,
+            )
+
+        withdrawals_amount = Web3.toWei(withdrawals_amount, "gwei")
+        if NETWORK == GNOSIS_CHAIN:
+            # apply mGNO <-> GNO exchange rate
+            withdrawals_amount = Wei(int(withdrawals_amount * WAD // MGNO_RATE))
+        return withdrawals_amount
+
+    async def fetch_withdrawal_chunk(
+        self,
+        validator_indexes: set[int],
+        from_block: int,
+        to_block: int,
+        execution_client,
+    ) -> int:
+        logger.info(
+            f"Retrieving pool validator withdrawals chunk "
+            f"from block: {from_block} to block: {to_block}"
+        )
+        withdrawals_amount = 0
         with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:
             futures = [
                 executor.submit(get_withdrawals, execution_client, block_number)
@@ -231,11 +259,6 @@ async def calculate_withdrawal_rewards(
                 for withdrawal in withdrawals:
                     if withdrawal["validator_index"] in validator_indexes:
                         withdrawals_amount += withdrawal["amount"]
-
-        withdrawals_amount = Web3.toWei(withdrawals_amount, "gwei")
-        if NETWORK == GNOSIS_CHAIN:
-            # apply mGNO <-> GNO exchange rate
-            withdrawals_amount = Wei(int(withdrawals_amount * WAD // MGNO_RATE))
         return withdrawals_amount
 
     async def get_withdrawals_from_block(self, current_slot: int) -> BlockNumber | None:
diff --git a/oracle/settings.py b/oracle/settings.py
index d255335..fa78ec2 100644
--- a/oracle/settings.py
+++ b/oracle/settings.py
@@ -28,6 +28,10 @@
 
 # oracle
 ORACLE_PROCESS_INTERVAL = config("ORACLE_PROCESS_INTERVAL", default=15, cast=int)
+ORACLE_WITHDRAWAL_CHUNK_SIZE = config(
+    "ORACLE_WITHDRAWAL_CHUNK_SIZE", default=50000, cast=int
+)
+
 
 IPFS_FETCH_ENDPOINTS = config(
     "IPFS_FETCH_ENDPOINTS",
diff --git a/poetry.lock b/poetry.lock
index e3249a2..163b2d7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -126,13 +126,13 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "async-timeout"
-version = "4.0.2"
+version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
-    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
 [[package]]
@@ -190,113 +190,113 @@ tests = ["PyHamcrest (>=2.0.2)", "mypy", "pytest (>=4.6)", "pytest-benchmark", "
 
 [[package]]
 name = "bitarray"
-version = "2.7.6"
+version = "2.8.1"
 description = "efficient arrays of booleans -- C extension"
 optional = false
 python-versions = "*"
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 [package.dependencies]
@@ -2044,108 +2039,108 @@ test = ["hypothesis (==5.19.0)", "pytest (==5.4.3)", "tox (>=2.9.1,<3)"]
 
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+    {file = "rpds_py-0.9.2.tar.gz", hash = "sha256:8d70e8f14900f2657c249ea4def963bed86a29b81f81f5b76b5a9215680de945"},
 ]
 
 [[package]]
@@ -2205,18 +2200,18 @@ tornado = ["tornado (>=5)"]
 
 [[package]]
 name = "setuptools"
-version = "68.0.0"
+version = "68.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.0.0-py3-none-any.whl", hash = "sha256:11e52c67415a381d10d6b462ced9cfb97066179f0e871399e006c4ab101fc85f"},
-    {file = "setuptools-68.0.0.tar.gz", hash = "sha256:baf1fdb41c6da4cd2eae722e135500da913332ab3f2f5c7d33af9b492acb5235"},
+    {file = "setuptools-68.1.2-py3-none-any.whl", hash = "sha256:3d8083eed2d13afc9426f227b24fd1659489ec107c0e86cec2ffdde5c92e790b"},
+    {file = "setuptools-68.1.2.tar.gz", hash = "sha256:3d4dfa6d95f1b101d695a6160a7626e15583af71a5f52176efa5d39a054d475d"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -2302,23 +2297,23 @@ files = [
 
 [[package]]
 name = "virtualenv"
-version = "20.24.0"
+version = "20.24.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.0-py3-none-any.whl", hash = "sha256:18d1b37fc75cc2670625702d76849a91ebd383768b4e91382a8d51be3246049e"},
-    {file = "virtualenv-20.24.0.tar.gz", hash = "sha256:e2a7cef9da880d693b933db7654367754f14e20650dc60e8ee7385571f8593a3"},
+    {file = "virtualenv-20.24.3-py3-none-any.whl", hash = "sha256:95a6e9398b4967fbcb5fef2acec5efaf9aa4972049d9ae41f95e0972a683fd02"},
+    {file = "virtualenv-20.24.3.tar.gz", hash = "sha256:e5c3b4ce817b0b328af041506a2a299418c98747c4b1e68cb7527e74ced23efc"},
 ]
 
 [package.dependencies]
-distlib = ">=0.3.6,<1"
-filelock = ">=3.12,<4"
-platformdirs = ">=3.5.1,<4"
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<4"
 
 [package.extras]
 docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezer (>=0.4.6)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.8)", "time-machine (>=2.9)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
 [[package]]
 name = "web3"
diff --git a/pyproject.toml b/pyproject.toml
index 3e9fcf3..57d943e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "oracle"
-version = "3.0.0"
+version = "3.1.0"
 description = "StakeWise Oracles are responsible for submitting off-chain data."
 authors = ["Dmitri Tsumak <tsumak.dmitri@gmail.com>"]
 license = "AGPL-3.0-only"