diff --git a/lib/gitlab/batch_pop_queueing.rb b/lib/gitlab/batch_pop_queueing.rb
new file mode 100644
index 00000000000..61011abddf5
--- /dev/null
+++ b/lib/gitlab/batch_pop_queueing.rb
@@ -0,0 +1,112 @@
+# frozen_string_literal: true
+
+module Gitlab
+  ##
+  # This class is a queuing system for processing expensive tasks in an atomic manner
+  # with batch poping to let you optimize the total processing time.
+  #
+  # In usual queuing system, the first item started being processed immediately
+  # and the following items wait until the next items have been popped from the queue.
+  # On the other hand, this queueing system, the former part is same, however,
+  # it pops the enqueued items as batch. This is especially useful when you want to
+  # drop redandant items from the queue in order to process important items only,
+  # thus it's more efficient than the traditional queueing system.
+  #
+  # Caveats:
+  # - The order of the items are not guaranteed because of `sadd` (Redis Sets).
+  #
+  # Example:
+  # ```
+  # class TheWorker
+  #   def perform
+  #     result = Gitlab::BatchPopQueueing.new('feature', 'queue').safe_execute([item]) do |items_in_queue|
+  #       item = extract_the_most_important_item_from(items_in_queue)
+  #       expensive_process(item)
+  #     end
+  #
+  #     if result[:status] == :finished && result[:new_items].present?
+  #       item = extract_the_most_important_item_from(items_in_queue)
+  #       TheWorker.perform_async(item.id)
+  #     end
+  #   end
+  # end
+  # ```
+  #
+  class BatchPopQueueing
+    attr_reader :namespace, :queue_id
+
+    EXTRA_QUEUE_EXPIRE_WINDOW = 1.hour
+    MAX_COUNTS_OF_POP_ALL = 1000
+
+    # Initialize queue
+    #
+    # @param [String] namespace The namespace of the exclusive lock and queue key. Typically, it's a feature name.
+    # @param [String] queue_id The identifier of the queue.
+    # @return [Boolean]
+    def initialize(namespace, queue_id)
+      raise ArgumentError if namespace.empty? || queue_id.empty?
+
+      @namespace, @queue_id = namespace, queue_id
+    end
+
+    ##
+    # Execute the given block in an exclusive lock.
+    # If there is the other thread has already working on the block,
+    # it enqueues the items without processing the block.
+    #
+    # @param [Array<String>] new_items New items to be added to the queue.
+    # @param [Time] lock_timeout The timeout of the exclusive lock. Generally, this value should be longer than the maximum prosess timing of the given block.
+    # @return [Hash]
+    #   - status => One of the `:enqueued` or `:finished`.
+    #   - new_items => Newly enqueued items during the given block had been processed.
+    #
+    # NOTE: If an exception is raised in the block, the poppped items will not be recovered.
+    #       We should NOT re-enqueue the items in this case because it could end up in an infinite loop.
+    def safe_execute(new_items, lock_timeout: 10.minutes, &block)
+      enqueue(new_items, lock_timeout + EXTRA_QUEUE_EXPIRE_WINDOW)
+
+      lease = Gitlab::ExclusiveLease.new(lock_key, timeout: lock_timeout)
+
+      return { status: :enqueued } unless uuid = lease.try_obtain
+
+      begin
+        all_args = pop_all
+
+        yield all_args if block_given?
+
+        { status: :finished, new_items: peek_all }
+      ensure
+        Gitlab::ExclusiveLease.cancel(lock_key, uuid)
+      end
+    end
+
+    private
+
+    def lock_key
+      @lock_key ||= "batch_pop_queueing:lock:#{namespace}:#{queue_id}"
+    end
+
+    def queue_key
+      @queue_key ||= "batch_pop_queueing:queue:#{namespace}:#{queue_id}"
+    end
+
+    def enqueue(items, expire_time)
+      Gitlab::Redis::Queues.with do |redis|
+        redis.sadd(queue_key, items)
+        redis.expire(queue_key, expire_time.to_i)
+      end
+    end
+
+    def pop_all
+      Gitlab::Redis::Queues.with do |redis|
+        redis.spop(queue_key, MAX_COUNTS_OF_POP_ALL)
+      end
+    end
+
+    def peek_all
+      Gitlab::Redis::Queues.with do |redis|
+        redis.smembers(queue_key)
+      end
+    end
+  end
+end
diff --git a/spec/lib/gitlab/batch_pop_queueing_spec.rb b/spec/lib/gitlab/batch_pop_queueing_spec.rb
new file mode 100644
index 00000000000..28984d52024
--- /dev/null
+++ b/spec/lib/gitlab/batch_pop_queueing_spec.rb
@@ -0,0 +1,147 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+
+describe Gitlab::BatchPopQueueing do
+  include ExclusiveLeaseHelpers
+  using RSpec::Parameterized::TableSyntax
+
+  describe '#initialize' do
+    where(:namespace, :queue_id, :expect_error, :error_type) do
+      'feature'  | '1' | false  | nil
+      :feature   | '1' | false  | nil
+      nil        | '1' | true   | NoMethodError
+      'feature'  | nil | true   | NoMethodError
+      ''         | '1' | true   | ArgumentError
+      'feature'  | ''  | true   | ArgumentError
+      'feature'  | 1   | true   | NoMethodError
+    end
+
+    with_them do
+      it do
+        if expect_error
+          expect { described_class.new(namespace, queue_id) }.to raise_error(error_type)
+        else
+          expect { described_class.new(namespace, queue_id) }.not_to raise_error
+        end
+      end
+    end
+  end
+
+  describe '#safe_execute', :clean_gitlab_redis_queues do
+    subject { queue.safe_execute(new_items, lock_timeout: lock_timeout) }
+
+    let(:queue) { described_class.new(namespace, queue_id) }
+    let(:namespace) { 'feature' }
+    let(:queue_id) { '1' }
+    let(:lock_timeout) { 10.minutes }
+    let(:new_items) { %w[A B] }
+    let(:lock_key) { queue.send(:lock_key) }
+    let(:queue_key) { queue.send(:queue_key) }
+
+    it 'enqueues new items always' do
+      Gitlab::Redis::Queues.with do |redis|
+        expect(redis).to receive(:sadd).with(queue_key, new_items)
+        expect(redis).to receive(:expire).with(queue_key, (lock_timeout + described_class::EXTRA_QUEUE_EXPIRE_WINDOW).to_i)
+      end
+
+      subject
+    end
+
+    it 'yields the new items with exclusive lease' do
+      uuid = 'test'
+      expect_to_obtain_exclusive_lease(lock_key, uuid, timeout: lock_timeout)
+      expect_to_cancel_exclusive_lease(lock_key, uuid)
+
+      expect { |b| queue.safe_execute(new_items, lock_timeout: lock_timeout, &b) }
+        .to yield_with_args(match_array(new_items))
+    end
+
+    it 'returns the result and no items in the queue' do
+      expect(subject[:status]).to eq(:finished)
+      expect(subject[:new_items]).to be_empty
+
+      Gitlab::Redis::Queues.with do |redis|
+        expect(redis.llen(queue_key)).to be(0)
+      end
+    end
+
+    context 'when new items are enqueued during the process' do
+      it 'returns the result with newly added items' do
+        result = queue.safe_execute(new_items) do
+          queue.safe_execute(['C'])
+        end
+
+        expect(result[:status]).to eq(:finished)
+        expect(result[:new_items]).to eq(['C'])
+
+        Gitlab::Redis::Queues.with do |redis|
+          expect(redis.scard(queue_key)).to be(1)
+        end
+      end
+    end
+
+    context 'when interger items are enqueued' do
+      let(:new_items) { [1, 2, 3] }
+
+      it 'yields as String values' do
+        expect { |b| queue.safe_execute(new_items, lock_timeout: lock_timeout, &b) }
+          .to yield_with_args(%w[1 2 3])
+      end
+    end
+
+    context 'when the queue key does not exist in Redis' do
+      before do
+        allow(queue).to receive(:enqueue) { }
+      end
+
+      it 'yields empty array' do
+        expect { |b| queue.safe_execute(new_items, lock_timeout: lock_timeout, &b) }
+          .to yield_with_args([])
+      end
+    end
+
+    context 'when the other process has already been working on the queue' do
+      before do
+        stub_exclusive_lease_taken(lock_key, timeout: lock_timeout)
+      end
+
+      it 'does not yield the block' do
+        expect { |b| queue.safe_execute(new_items, lock_timeout: lock_timeout, &b) }
+          .not_to yield_control
+      end
+
+      it 'returns the result' do
+        expect(subject[:status]).to eq(:enqueued)
+      end
+    end
+
+    context 'when a duplicate item is enqueued' do
+      it 'returns the poped items to the queue and raise an error' do
+        expect { |b| queue.safe_execute(%w[1 1 2 2], &b) }
+          .to yield_with_args(match_array(%w[1 2]))
+      end
+    end
+
+    context 'when there are two queues' do
+      it 'enqueues items to each queue' do
+        queue_1 = described_class.new(namespace, '1')
+        queue_2 = described_class.new(namespace, '2')
+
+        result_2 = nil
+
+        result_1 = queue_1.safe_execute(['A']) do |_|
+          result_2 = queue_2.safe_execute(['B']) do |_|
+            queue_1.safe_execute(['C'])
+            queue_2.safe_execute(['D'])
+          end
+        end
+
+        expect(result_1[:status]).to eq(:finished)
+        expect(result_1[:new_items]).to eq(['C'])
+        expect(result_2[:status]).to eq(:finished)
+        expect(result_2[:new_items]).to eq(['D'])
+      end
+    end
+  end
+end