diff --git a/.travis.yml b/.travis.yml
index 088faea8..2fd7e4ea 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,6 +3,7 @@ rvm:
   - 2.3.0
   - 2.0.0-p598 # CentOS 7
   - 2.1.5 # Debian 8
+cache: bundler
 
 addons:
   postgresql: "9.3"
@@ -11,41 +12,42 @@ before_install:
   - if ruby --version | cut -d ' ' -f 2 | grep -q 2.1.5p273 ; then gem update --system 2.4.8; fi
 
 before_script:
-  - git clone https://github.com/mezuro/kalibro_install.git -b v4.2 kalibro_install
-  - export KALIBRO_CONFIGURATIONS_START=0
-  - export KALIBRO_PROCESSOR_START=0
-  - pushd kalibro_install
-  #
-  # Remove bugged libzmq3 package, see https://github.com/travis-ci/travis-ci/issues/982 and https://github.com/travis-ci/travis-ci/issues/1715 for details
-  #
-  # In 2016/04/27 the state is:
-  #   * The first issue has been closed and apparently fixed by a PR
-  #   * The second one has been closed without a PR and removing the workaround below breaks the build
-  #
-  - sudo apt-get remove libzmq3
-  - bash install.sh
-  - popd
   - cp config/database.yml.sample config/database.yml
   - cp config/kalibro.yml.sample config/kalibro.yml
   # Do not run setup as the Kalibro services are up and this is not even necessary!
   - bundle exec rake db:create
   - bundle exec rake db:migrate
-  - cp features/support/kalibro_cucumber_helpers.yml.sample features/support/kalibro_cucumber_helpers.yml
   - export BUNDLE_GEMFILE=$PWD/Gemfile
   - export CODECLIMATE_REPO_TOKEN=045c2433d496f108c0c6afa5516a72ddbfb1868fb34bf7a9bd095b7a0ea34a79
 
+env:
+  global:
+    - CI_NODE_TOTAL=4
+  matrix:
+    - TASK=spec
+    - TASK=konacha:run
+    - CI_NODE_INDEX=0 TASK=knapsack:cucumber
+    - CI_NODE_INDEX=1 TASK=knapsack:cucumber
+    - CI_NODE_INDEX=2 TASK=knapsack:cucumber
+    - CI_NODE_INDEX=3 TASK=knapsack:cucumber
+
 script:
-  # Unit tests
-  - bundle exec rake spec
-  - bundle exec rake konacha:run
-  #
-  # Start kalibro for acceptance tests
-  - pushd kalibro_install
-  - bash start_kalibro_services.sh
-  - popd
-  #
-  # Acceptance tests
-  - bundle exec rake cucumber
+# cucumber setup
+#
+# Remove bugged libzmq3 package, see https://github.com/travis-ci/travis-ci/issues/982 and https://github.com/travis-ci/travis-ci/issues/1715 for details
+#
+# In 2016/04/27 the state is:
+#   * The first issue has been closed and apparently fixed by a PR
+#   * The second one has been closed without a PR and removing the workaround below breaks the build
+#
+  - 'if [ "$TASK" = "knapsack:cucumber" ];
+    then
+    git clone https://github.com/mezuro/kalibro_install.git -b v4.2 kalibro_install &&
+    sudo apt-get remove libzmq3 &&
+    bash kalibro_install/install.sh &&
+    cp features/support/kalibro_cucumber_helpers.yml.sample features/support/kalibro_cucumber_helpers.yml;
+    fi'
+  - bundle exec rake $TASK
 
 notifications:
   email:
diff --git a/Gemfile b/Gemfile
index 340c199e..809cadca 100644
--- a/Gemfile
+++ b/Gemfile
@@ -129,6 +129,9 @@ group :development, :test do
 
   # Automatized gem update
   gem 'gisdatigo'
+
+  # Slice tests across jobs on CI
+  gem 'knapsack'
 end
 
 # Acceptance tests
diff --git a/Gemfile.lock b/Gemfile.lock
index 68393786..0aba83b9 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -158,6 +158,9 @@ GEM
       activesupport (>= 2.2.1)
       faraday_middleware (~> 0.9)
       likeno (~> 1.1)
+    knapsack (1.11.1)
+      rake
+      timecop (>= 0.1.0)
     konacha (3.7.0)
       actionpack (>= 3.1, < 5)
       capybara
@@ -306,6 +309,7 @@ GEM
     thor (0.19.1)
     thread_safe (0.3.5)
     tilt (2.0.1)
+    timecop (0.8.1)
     turbolinks (2.5.3)
       coffee-rails
     tzinfo (1.2.2)
@@ -361,6 +365,7 @@ DEPENDENCIES
   jquery-ui-rails (~> 5.0.0)
   js-routes (~> 1.1.0)
   kalibro_client (~> 4.0)
+  knapsack
   konacha
   less-rails (~> 2.7.0)
   mocha
diff --git a/Rakefile b/Rakefile
index ba6b733d..21270ac2 100644
--- a/Rakefile
+++ b/Rakefile
@@ -4,3 +4,5 @@
 require File.expand_path('../config/application', __FILE__)
 
 Rails.application.load_tasks
+
+Knapsack.load_tasks if defined?(Knapsack)
diff --git a/config/cucumber.yml b/config/cucumber.yml
index 19b288df..8d52743e 100644
--- a/config/cucumber.yml
+++ b/config/cucumber.yml
@@ -1,7 +1,7 @@
 <%
 rerun = File.file?('rerun.txt') ? IO.read('rerun.txt') : ""
 rerun_opts = rerun.to_s.strip.empty? ? "--format #{ENV['CUCUMBER_FORMAT'] || 'progress'} features" : "--format #{ENV['CUCUMBER_FORMAT'] || 'pretty'} #{rerun}"
-std_opts = "--format #{ENV['CUCUMBER_FORMAT'] || 'pretty'} --strict --tags ~@wip"
+std_opts = "--format #{ENV['CUCUMBER_FORMAT'] || 'pretty'} --strict --tags ~@wip -r features/support -r features/step_definitions"
 %>
 default: <%= std_opts %> features
 wip: --tags @wip:3 --wip features
diff --git a/features/support/knapsack.rb b/features/support/knapsack.rb
new file mode 100644
index 00000000..68567fee
--- /dev/null
+++ b/features/support/knapsack.rb
@@ -0,0 +1,5 @@
+require 'knapsack'
+
+# CUSTOM_CONFIG_GOES_HERE
+
+Knapsack::Adapters::CucumberAdapter.bind
diff --git a/knapsack_cucumber_report.json b/knapsack_cucumber_report.json
new file mode 100644
index 00000000..de5f81fd
--- /dev/null
+++ b/knapsack_cucumber_report.json
@@ -0,0 +1,48 @@
+{
+  "features/compound_metric_configuration/create.feature": 62.18502473831177,
+  "features/compound_metric_configuration/edition.feature": 5.280540943145752,
+  "features/compound_metric_configuration/show.feature": 1.1183347702026367,
+  "features/golden_path/configure_and_process.feature": 45.340739727020264,
+  "features/homepage.feature": 1.4655566215515137,
+  "features/hotspot_metric_configuration/create.feature": 2.4630019664764404,
+  "features/hotspot_metric_configuration/listing.feature": 1.5519781112670898,
+  "features/kalibro_configuration/create.feature": 4.129258632659912,
+  "features/kalibro_configuration/deletion.feature": 2.331482410430908,
+  "features/kalibro_configuration/edition.feature": 6.806136608123779,
+  "features/kalibro_configuration/listing.feature": 2.481926918029785,
+  "features/kalibro_configuration/show.feature": 0.8330433368682861,
+  "features/kalibro_range/create.feature": 73.9750828742981,
+  "features/kalibro_range/deletion.feature": 2.737761974334717,
+  "features/kalibro_range/edit.feature": 2.685701608657837,
+  "features/project/create.feature": 3.224186897277832,
+  "features/project/deletion.feature": 2.8389909267425537,
+  "features/project/edition.feature": 7.320446014404297,
+  "features/project/listing.feature": 1.9537205696105957,
+  "features/project/show.feature": 7.6062610149383545,
+  "features/reading/delete.feature": 1.7271461486816406,
+  "features/reading/edit.feature": 3.340810537338257,
+  "features/reading/new.feature": 10.781737089157104,
+  "features/reading_group/create.feature": 3.8599812984466553,
+  "features/reading_group/delete.feature": 2.189305305480957,
+  "features/reading_group/edit.feature": 6.348893404006958,
+  "features/reading_group/listing.feature": 2.820152997970581,
+  "features/reading_group/show.feature": 2.9745709896087646,
+  "features/repository/create.feature": 195.79930686950684,
+  "features/repository/delete.feature": 41.15431094169617,
+  "features/repository/edit.feature": 5.563234329223633,
+  "features/repository/index.feature": 3.253945827484131,
+  "features/repository/notify_push.feature": 5.197679042816162,
+  "features/repository/show/date_select.feature": 2.9266037940979004,
+  "features/repository/show/hotspot_metric_results.feature": 8.351153373718262,
+  "features/repository/show/independent.feature": 2.8546195030212402,
+  "features/repository/show/metric_results.feature": 8.994091033935547,
+  "features/repository/show/modules_tree.feature": 10.95845913887024,
+  "features/repository/show/repository_info.feature": 261.22219729423523,
+  "features/tree_metric_configuration/create.feature": 88.31925344467163,
+  "features/tree_metric_configuration/delete.feature": 1.756983757019043,
+  "features/tree_metric_configuration/edition.feature": 3.4839460849761963,
+  "features/tree_metric_configuration/listing.feature": 3.238276720046997,
+  "features/tree_metric_configuration/show.feature": 3.814218521118164,
+  "features/users/user_projects.feature": 0.9753031730651855,
+  "features/users/user_update.feature": 1.832406759262085
+}
\ No newline at end of file