diff --git a/.github/workflows/ci_cd.yml b/.github/workflows/ci_cd.yml
index e796d1897..ad5a402d0 100644
--- a/.github/workflows/ci_cd.yml
+++ b/.github/workflows/ci_cd.yml
@@ -28,7 +28,8 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: '3.13'
+
       - name: Run pre-commit
         uses: pre-commit/action@v3.0.1
 
@@ -64,7 +65,19 @@ jobs:
     name: Run tests
     needs:
       - pre-commit
-    runs-on: ubuntu-latest
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os:
+          - macos-latest
+          - ubuntu-latest
+          - windows-latest
+        python-version:
+          - '3.9'
+          - '3.10'
+          - '3.11'
+          - '3.12'
+          - '3.13'
     steps:
       - name: Check out repository
         uses: actions/checkout@v4
@@ -72,7 +85,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: ${{ matrix.python-version }}
 
       - name: Install dependencies
         run: |
@@ -95,7 +108,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: '3.13'
 
       - name: Install dependencies
         run: |
@@ -114,13 +127,19 @@ jobs:
 
   test-build-package:
     name: Test build on ${{ matrix.os }}
-    runs-on: ${{ matrix.os }}
     needs: build-package
+    runs-on: ${{ matrix.os }}
     strategy:
       matrix:
         os:
           - macos-latest
           - ubuntu-latest
+        python-version:
+          - '3.9'
+          - '3.10'
+          - '3.11'
+          - '3.12'
+          - '3.13'
     steps:
       - name: Check out repository
         uses: actions/checkout@v4
@@ -128,7 +147,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: ${{ matrix.python-version }}
 
       - name: Get package artifacts
         uses: actions/download-artifact@v4
diff --git a/nettacker/core/app.py b/nettacker/core/app.py
index 8a5dc5b88..11789f61e 100644
--- a/nettacker/core/app.py
+++ b/nettacker/core/app.py
@@ -6,7 +6,6 @@
 from threading import Thread
 
 import multiprocess
-import numpy
 
 from nettacker import logger
 from nettacker.config import Config, version_info
@@ -26,7 +25,7 @@
 from nettacker.core.messages import messages as _
 from nettacker.core.module import Module
 from nettacker.core.socks_proxy import set_socks_proxy
-from nettacker.core.utils import common as utils
+from nettacker.core.utils import common as common_utils
 from nettacker.core.utils.common import wait_for_threads_to_finish
 from nettacker.database.db import find_events, remove_old_logs
 from nettacker.database.mysql import mysql_create_database, mysql_create_tables
@@ -192,7 +191,7 @@ def run(self):
         Returns:
             True when it ends
         """
-        scan_id = utils.generate_random_token(32)
+        scan_id = common_utils.generate_random_token(32)
         log.info("ScanID: {0}".format(scan_id))
         log.info(_("regrouping_targets"))
         # find total number of targets + types + expand (subdomain, IPRanges, etc)
@@ -210,18 +209,9 @@ def run(self):
         return exit_code
 
     def start_scan(self, scan_id):
-        number_of_total_targets = len(self.arguments.targets)
-        target_groups = [
-            targets.tolist()
-            for targets in numpy.array_split(
-                self.arguments.targets,
-                (
-                    self.arguments.set_hardware_usage
-                    if self.arguments.set_hardware_usage <= len(self.arguments.targets)
-                    else number_of_total_targets
-                ),
-            )
-        ]
+        target_groups = common_utils.generate_target_groups(
+            self.arguments.targets, self.arguments.set_hardware_usage
+        )
         log.info(_("removing_old_db_records"))
 
         for target_group in target_groups:
@@ -239,7 +229,7 @@ def start_scan(self, scan_id):
         for _i in range(target_groups.count([])):
             target_groups.remove([])
 
-        log.info(_("start_multi_process").format(number_of_total_targets, len(target_groups)))
+        log.info(_("start_multi_process").format(len(self.arguments.targets), len(target_groups)))
         active_processes = []
         for t_id, target_groups in enumerate(target_groups):
             process = multiprocess.Process(
diff --git a/nettacker/core/arg_parser.py b/nettacker/core/arg_parser.py
index e54d6a3bc..7b3a94d68 100644
--- a/nettacker/core/arg_parser.py
+++ b/nettacker/core/arg_parser.py
@@ -17,7 +17,7 @@
 )
 from nettacker.core.messages import messages as _
 from nettacker.core.template import TemplateLoader
-from nettacker.core.utils import common as utils
+from nettacker.core.utils import common as common_utils
 from nettacker.logger import TerminalCodes, get_logger
 
 log = get_logger()
@@ -92,7 +92,7 @@ def load_modules(limit=-1, full_details=False):
             if len(module_names) == limit:
                 module_names["..."] = {}
                 break
-        module_names = utils.sort_dictionary(module_names)
+        module_names = common_utils.sort_dictionary(module_names)
         module_names["all"] = {}
 
         return module_names
@@ -118,11 +118,11 @@ def load_profiles(limit=-1):
                 else:
                     profiles[tag].append(key)
                 if len(profiles) == limit:
-                    profiles = utils.sort_dictionary(profiles)
+                    profiles = common_utils.sort_dictionary(profiles)
                     profiles["..."] = []
                     profiles["all"] = []
                     return profiles
-        profiles = utils.sort_dictionary(profiles)
+        profiles = common_utils.sort_dictionary(profiles)
         profiles["all"] = []
 
         return profiles
@@ -612,7 +612,9 @@ def parse_arguments(self):
         # threading & processing
         if options.set_hardware_usage not in {"low", "normal", "high", "maximum"}:
             die_failure(_("wrong_hardware_usage"))
-        options.set_hardware_usage = utils.select_maximum_cpu_core(options.set_hardware_usage)
+        options.set_hardware_usage = common_utils.select_maximum_cpu_core(
+            options.set_hardware_usage
+        )
 
         options.thread_per_host = int(options.thread_per_host)
         if options.thread_per_host < 1:
diff --git a/nettacker/core/utils/common.py b/nettacker/core/utils/common.py
index 06b965ae5..10778373a 100644
--- a/nettacker/core/utils/common.py
+++ b/nettacker/core/utils/common.py
@@ -10,6 +10,7 @@
 import string
 import sys
 import time
+from itertools import product
 
 from nettacker import logger
 
@@ -181,14 +182,27 @@ def generate_and_replace_md5(content):
     )
 
 
-def arrays_to_matrix(arrays):
-    import numpy
+def generate_target_groups(targets, set_hardware_usage):
+    """
+    Split a list of targets into smaller sublists based on a specified size.
+    """
+    if not targets:
+        return targets
 
-    return (
-        numpy.array(numpy.meshgrid(*[arrays[array_name] for array_name in arrays]))
-        .T.reshape(-1, len(arrays.keys()))
-        .tolist()
-    )
+    targets_total = len(targets)
+    split_size = min(set_hardware_usage, targets_total)
+
+    # Calculate the size of each chunk.
+    chunk_size = (targets_total + split_size - 1) // split_size
+
+    return [targets[i : i + chunk_size] for i in range(0, targets_total, chunk_size)]
+
+
+def arrays_to_matrix(arrays):
+    """
+    Generate a Cartesian product of input arrays as a list of lists.
+    """
+    return [list(item) for item in product(*[arrays[array_name] for array_name in arrays])]
 
 
 def string_to_bytes(string):
diff --git a/poetry.lock b/poetry.lock
index 25d7f27cc..225cbb286 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,114 +1,114 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
-    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.8"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "aiohttp-3.10.8-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:69de056022e7abf69cb9fec795515973cc3eeaff51e3ea8d72a77aa933a91c52"},
-    {file = "aiohttp-3.10.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ee3587506898d4a404b33bd19689286ccf226c3d44d7a73670c8498cd688e42c"},
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-    {file = "aiohttp-3.10.8-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:e56bb7e31c4bc79956b866163170bc89fd619e0581ce813330d4ea46921a4881"},
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-    {file = "aiohttp-3.10.8-cp310-cp310-win_amd64.whl", hash = "sha256:680dbcff5adc7f696ccf8bf671d38366a1f620b5616a1d333d0cb33956065395"},
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 ]
 
 [package.dependencies]
@@ -352,101 +352,116 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
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 [package.dependencies]
@@ -689,155 +704,185 @@ dotenv = ["python-dotenv"]
 
 [[package]]
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 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
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 [package.extras]
@@ -846,33 +891,40 @@ test = ["objgraph", "psutil"]
 
 [[package]]
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+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
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+
 [[package]]
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 [package.dependencies]
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 [package.extras]
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+cover = ["pytest-cov"]
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 perf = ["ipython"]
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+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
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 [[package]]
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 version = "0.7.0"
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 [[package]]
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 [[package]]
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-version = "2.0.1"
+version = "2.0.2"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
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 [[package]]
@@ -1806,13 +1917,13 @@ files = [
 
 [[package]]
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-version = "2.2.2"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1851,108 +1962,99 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "yarl"
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+version = "1.16.0"
 description = "Yet another URL library"
 optional = false
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+    {file = "yarl-1.16.0.tar.gz", hash = "sha256:b6f687ced5510a9a2474bbae96a4352e5ace5fa34dc44a217b0537fec1db00b4"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [[package]]
 name = "zipp"
@@ -1975,5 +2077,5 @@ type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.9, <3.13"
-content-hash = "7454a988088feb850890214d470a41673e2cf00fb87c265414da93b905cfbedd"
+python-versions = "^3.9, <=3.13"
+content-hash = "4466f76d65587aeeb65d8ac6da0cbbfda6264dd4ddd5d635ce9c35f3a431bfd5"
diff --git a/pyproject.toml b/pyproject.toml
index d60fa3b0b..81251d2b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ release_name = "QUIN"
 nettacker = "nettacker.main:run"
 
 [tool.poetry.dependencies]
-python = "^3.9, <3.13"
+python = "^3.9, <=3.13"
 aiohttp = "^3.9.5"
 argparse = "^1.4.0"
 asyncio = "^3.4.3"
@@ -53,7 +53,6 @@ flask = "^3.0.1"
 ipaddr = "^2.2.0"
 multiprocess = "^0.70.15"
 netaddr = "^0.9.0"
-numpy = ">=1.26.1,<3.0.0"
 paramiko = "^3.4.0"
 py3dns = "^4.0.0"
 pyopenssl = "^23.2.0"
diff --git a/tests/core/test_socket.py b/tests/core/lib/test_socket.py
similarity index 100%
rename from tests/core/test_socket.py
rename to tests/core/lib/test_socket.py
diff --git a/tests/core/test_ssl.py b/tests/core/lib/test_ssl.py
similarity index 100%
rename from tests/core/test_ssl.py
rename to tests/core/lib/test_ssl.py
diff --git a/tests/core/test_utils.py b/tests/core/test_utils.py
deleted file mode 100644
index 0cb116c00..000000000
--- a/tests/core/test_utils.py
+++ /dev/null
@@ -1,53 +0,0 @@
-from unittest.mock import patch
-
-from nettacker.core.utils import common as utils
-from tests.common import TestCase
-
-
-class TestUtils(TestCase):
-    def test_sort_dictionary(self):
-        input_dict = {
-            "a": 1,
-            "c": 3,
-            "d": 23,
-            "b": 2,
-        }
-        expected_dict = {
-            "a": 1,
-            "b": 2,
-            "c": 3,
-            "d": 23,
-        }
-        input_dict_keys = tuple(input_dict.keys())
-        expected_dict_keys = tuple(expected_dict.keys())
-        self.assertNotEqual(input_dict_keys, expected_dict_keys)
-
-        sorted_dict_keys = tuple(utils.sort_dictionary(input_dict).keys())
-        self.assertEqual(sorted_dict_keys, expected_dict_keys)
-
-    @patch("multiprocessing.cpu_count")
-    def test_select_maximum_cpu_core(self, cpu_count_mock):
-        cores_mapping = {
-            1: {"low": 1, "normal": 1, "high": 1, "maximum": 1},
-            2: {"low": 1, "normal": 1, "high": 1, "maximum": 1},
-            4: {"low": 1, "normal": 1, "high": 2, "maximum": 3},
-            6: {"low": 1, "normal": 1, "high": 3, "maximum": 5},
-            8: {"low": 1, "normal": 2, "high": 4, "maximum": 7},
-            10: {"low": 1, "normal": 2, "high": 5, "maximum": 9},
-            12: {"low": 1, "normal": 3, "high": 6, "maximum": 11},
-            16: {"low": 2, "normal": 4, "high": 8, "maximum": 15},
-            32: {"low": 4, "normal": 8, "high": 16, "maximum": 31},
-            48: {"low": 6, "normal": 12, "high": 24, "maximum": 47},
-            64: {"low": 8, "normal": 16, "high": 32, "maximum": 63},
-        }
-        for num_cores, levels in cores_mapping.items():
-            cpu_count_mock.return_value = num_cores
-            for level in ("low", "normal", "high", "maximum"):
-                self.assertEqual(
-                    utils.select_maximum_cpu_core(level),
-                    levels[level],
-                    f"It should be {utils.select_maximum_cpu_core(level)} "
-                    "of {num_cores} cores for '{level}' mode",
-                )
-
-            self.assertEqual(utils.select_maximum_cpu_core("invalid"), 1)
diff --git a/tests/core/utils/test_common.py b/tests/core/utils/test_common.py
new file mode 100644
index 000000000..bde17418f
--- /dev/null
+++ b/tests/core/utils/test_common.py
@@ -0,0 +1,107 @@
+from unittest.mock import patch
+
+from nettacker.core.utils import common as common_utils
+from tests.common import TestCase
+
+
+class TestCommon(TestCase):
+    def test_arrays_to_matrix(self):
+        (
+            self.assertEqual(
+                sorted(
+                    common_utils.arrays_to_matrix(
+                        {"ports": [1, 2, 3, 4, 5]},
+                    )
+                ),
+                [[1], [2], [3], [4], [5]],
+            ),
+        )
+
+        self.assertEqual(
+            sorted(
+                common_utils.arrays_to_matrix(
+                    {"x": [1, 2], "y": [3, 4], "z": [5, 6]},
+                )
+            ),
+            [
+                [1, 3, 5],
+                [1, 3, 6],
+                [1, 4, 5],
+                [1, 4, 6],
+                [2, 3, 5],
+                [2, 3, 6],
+                [2, 4, 5],
+                [2, 4, 6],
+            ],
+        )
+
+    def test_generate_target_groups_empty_list(self):
+        targets = []
+        set_hardware_usage = 3
+        result = common_utils.generate_target_groups(targets, set_hardware_usage)
+        assert result == []
+
+    def test_generate_target_groups_set_hardware_less_than_targets_total(self):
+        targets = [1, 2, 3, 4, 5]
+        set_hardware_usage = 2
+        result = common_utils.generate_target_groups(targets, set_hardware_usage)
+        assert result == [[1, 2, 3], [4, 5]]
+
+    def test_generate_target_groups_set_hardware_equal_to_targets_total(self):
+        targets = [1, 2, 3, 4, 5]
+        set_hardware_usage = 5
+        result = common_utils.generate_target_groups(targets, set_hardware_usage)
+        assert result == [[1], [2], [3], [4], [5]]
+
+    def test_generate_target_groups_set_hardware_greater_than_targets_total(self):
+        targets = [1, 2, 3]
+        set_hardware_usage = 5
+        result = common_utils.generate_target_groups(targets, set_hardware_usage)
+        assert result == [[1], [2], [3]]
+
+    def test_sort_dictionary(self):
+        input_dict = {
+            "a": 1,
+            "c": 3,
+            "d": 23,
+            "b": 2,
+        }
+        expected_dict = {
+            "a": 1,
+            "b": 2,
+            "c": 3,
+            "d": 23,
+        }
+        input_dict_keys = tuple(input_dict.keys())
+        expected_dict_keys = tuple(expected_dict.keys())
+        self.assertNotEqual(input_dict_keys, expected_dict_keys)
+
+        sorted_dict_keys = tuple(common_utils.sort_dictionary(input_dict).keys())
+        self.assertEqual(sorted_dict_keys, expected_dict_keys)
+
+    @patch("multiprocessing.cpu_count")
+    def test_select_maximum_cpu_core(self, cpu_count_mock):
+        cores_mapping = {
+            1: {"low": 1, "normal": 1, "high": 1, "maximum": 1},
+            2: {"low": 1, "normal": 1, "high": 1, "maximum": 1},
+            4: {"low": 1, "normal": 1, "high": 2, "maximum": 3},
+            6: {"low": 1, "normal": 1, "high": 3, "maximum": 5},
+            8: {"low": 1, "normal": 2, "high": 4, "maximum": 7},
+            10: {"low": 1, "normal": 2, "high": 5, "maximum": 9},
+            12: {"low": 1, "normal": 3, "high": 6, "maximum": 11},
+            16: {"low": 2, "normal": 4, "high": 8, "maximum": 15},
+            32: {"low": 4, "normal": 8, "high": 16, "maximum": 31},
+            48: {"low": 6, "normal": 12, "high": 24, "maximum": 47},
+            64: {"low": 8, "normal": 16, "high": 32, "maximum": 63},
+        }
+        for num_cores, levels in cores_mapping.items():
+            cpu_count_mock.return_value = num_cores
+            for level in ("low", "normal", "high", "maximum"):
+                self.assertEqual(
+                    common_utils.select_maximum_cpu_core(level),
+                    levels[level],
+                    f"It should be {common_utils.select_maximum_cpu_core(level)} "
+                    "of {num_cores} cores for '{level}' mode",
+                )
+
+            self.assertEqual(common_utils.select_maximum_cpu_core("invalid"), 1)

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