diff --git a/.github/workflows/backend-tests.yml b/.github/workflows/backend-tests.yml
index 8312a062..96394519 100644
--- a/.github/workflows/backend-tests.yml
+++ b/.github/workflows/backend-tests.yml
@@ -18,7 +18,7 @@ jobs:
         with:
           node-version: ${{ matrix.node-version }}
       # kmap.import-action.start-db #
-      - run: node build/start-database
+      - run: node build/start-database -d
       
       - run: npm install -g yarn
       # kmap.import-action.cache #
diff --git a/.github/workflows/frontend-tests.yml b/.github/workflows/frontend-tests.yml
index def5062c..19683f12 100644
--- a/.github/workflows/frontend-tests.yml
+++ b/.github/workflows/frontend-tests.yml
@@ -76,7 +76,7 @@ jobs:
         run: echo fs.inotify.max_user_watches=524288 | sudo tee -a /etc/sysctl.conf && sudo sysctl -p
 
       # kmap.import-action.start-db #
-      - run: node build/start-database
+      - run: node build/start-database -d
       
 
       - run: yarn install --frozen-lockfile --prefer-offline --network-timeout 1000000
diff --git a/backend/Dockerfile b/backend/Dockerfile
new file mode 100644
index 00000000..0515e617
--- /dev/null
+++ b/backend/Dockerfile
@@ -0,0 +1,54 @@
+# syntax=docker/dockerfile:1
+# This implements a multi-stage container build process
+
+# First build the project
+FROM node:14-alpine AS dev
+RUN apk update && apk add --no-cache python g++ make bash
+
+# Set environment variables
+ENV DOCKER=DOCKER
+
+# Set our working directory
+WORKDIR /usr/src/kmap/backend
+
+# Install our dependencies
+COPY package*.json ./
+COPY yarn.lock* ./
+COPY scripts scripts/
+RUN chmod +x scripts/backend-prebuild.sh
+RUN yarn install
+
+# Build the project
+COPY . .
+RUN yarn run build
+
+# Now build the container that is used in production
+FROM node:14.17-alpine as prod
+
+# Install bash
+RUN apk update && apk add --no-cache bash
+
+# Set environment variables
+ARG NODE_ENV=production
+ENV NODE_ENV=${NODE_ENV}
+ENV DOCKER=DOCKER
+
+# Set our working directory
+WORKDIR /usr/src/kmap/backend
+
+# Install our dependencies (production only)
+COPY package*.json ./
+COPY yarn.lock* ./
+COPY scripts scripts/
+RUN chmod +x scripts/backend-prebuild.sh
+RUN yarn install --production
+
+# Copy the dist folder from the dev container
+COPY --from=dev /usr/src/kmap/backend/dist dist
+
+# Copy the docker specific scripts and files
+COPY docker docker
+
+# Start
+RUN chmod +x docker/run.sh
+CMD ["docker/run.sh"]
diff --git a/backend/docker/run.sh b/backend/docker/run.sh
new file mode 100644
index 00000000..95b1a48c
--- /dev/null
+++ b/backend/docker/run.sh
@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+
+# If the host points to localhost (or is not set), we need have to replace this
+# with the address of the docker host
+if [[ -z ${NEO4J_HOST} || ${NEO4J_HOST} == localhost || ${NEO4J_HOST} == 127.0.0.1 || ${NEO4J_HOST} == ::1 ]]; then
+    echo "Rewrite neo4j host to docker host, as localhost was specified"
+    export NEO4J_HOST=$(ip route show | awk '/default/ {print $3}');
+fi
+
+if [[ -z ${NEO4J_PORT} ]]; then
+    echo "Using default neo4j port 7687"
+    export NEO4J_PORT=7687;
+fi
+
+# TODO
+export NEO4J_SCHEME=neo4j;
+
+echo "Starting backend..."
+node dist/src/main.js
diff --git a/backend/package.json b/backend/package.json
index 93100a9b..a725cff2 100644
--- a/backend/package.json
+++ b/backend/package.json
@@ -7,11 +7,11 @@
   "license": "MIT",
   "scripts": {
     "postinstall": "run-script-os",
-    "postinstall:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command ..\\build\\backend-prebuild.ps1",
-    "postinstall:default": "../build/backend-prebuild.sh",
+    "postinstall:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command .\\scripts\\backend-prebuild.ps1",
+    "postinstall:default": "scripts/backend-prebuild.sh",
     "prebuild": "run-script-os",
-    "prebuild:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command ..\\build\\backend-prebuild.ps1",
-    "prebuild:default": "../build/backend-prebuild.sh",
+    "prebuild:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command .\\scripts\\backend-prebuild.ps1",
+    "prebuild:default": "scripts/backend-prebuild.sh",
     "build": "nest build",
     "format": "prettier --write \"src/**/*.ts\" \"test/**/*.ts\"",
     "start": "nest start",
diff --git a/build/backend-prebuild.ps1 b/backend/scripts/backend-prebuild.ps1
similarity index 90%
rename from build/backend-prebuild.ps1
rename to backend/scripts/backend-prebuild.ps1
index 3f74ece2..83f237ff 100644
--- a/build/backend-prebuild.ps1
+++ b/backend/scripts/backend-prebuild.ps1
@@ -1,5 +1,5 @@
 # Goto the backend dir
-cd ../backend
+cd $PSScriptRoot\..
 
 # Copy shared files
 New-Item -ItemType Directory -Force -Path ".\src\shared"
diff --git a/backend/scripts/backend-prebuild.sh b/backend/scripts/backend-prebuild.sh
new file mode 100755
index 00000000..0cbfea55
--- /dev/null
+++ b/backend/scripts/backend-prebuild.sh
@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+
+# Please make sure that this file is executable if you are working in a windows environment
+# This can be done by running "git update-index --chmod=+x .\backend-prebuild.sh" in the build directory
+
+# Goto the backend dir
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+cd "$SCRIPT_DIR"/..
+
+# Only execute if not running inside a docker container
+if [ "$DOCKER" != "DOCKER" ]; then
+    # Copy shared files
+    cp -a ../shared/src/. ./src/shared/
+
+    # Execute linter
+    rimraf dist
+    yarn lint
+fi
diff --git a/backend/src/config/neo4j/createNeo4jDriver.ts b/backend/src/config/neo4j/createNeo4jDriver.ts
index 06cafa25..420295c0 100644
--- a/backend/src/config/neo4j/createNeo4jDriver.ts
+++ b/backend/src/config/neo4j/createNeo4jDriver.ts
@@ -6,22 +6,57 @@ import {
   Driver,
 } from 'neo4j-driver';
 
-/**
- * Adapted from @nest-neo4j's createDriver
- * @param config
- * @param neo4jConfig
- */
-export const createNeo4jDriver = async (
+function delay(timeout: number): Promise<void> {
+  if (timeout <= 0) {
+    return Promise.resolve();
+  }
+
+  return new Promise((resolve) => {
+    setTimeout(() => {
+      resolve();
+    }, timeout);
+  });
+}
+
+async function tryConnect(driver: Driver): Promise<boolean> {
+  let session;
+  try {
+    await driver.verifyConnectivity();
+    session = driver.session();
+    await session.run('MATCH (n) RETURN n LIMIT 1');
+    return true;
+  } catch (e) {
+    return false;
+  } finally {
+    await session?.close();
+  }
+}
+
+async function createDriverWithRetry(
   config: Neo4jConfig,
   neo4jConfig: OriginalNeo4jConfig
-): Promise<Driver> => {
+): Promise<Driver> {
   const driver = neo4jDriver(
     `${config.scheme}://${config.host}:${config.port}`,
     auth.basic(config.username, config.password),
     neo4jConfig
   );
 
-  await driver.verifyConnectivity();
+  // eslint-disable-next-line no-await-in-loop
+  while (!(await tryConnect(driver))) {
+    const timeout = 5000;
+    // eslint-disable-next-line no-console
+    console.log(`Connection Error: Retrying in ${timeout}ms`);
+    // eslint-disable-next-line no-await-in-loop
+    await delay(timeout);
+  }
 
   return driver;
-};
+}
+
+/**
+ * Adapted from @nest-neo4j's createDriver
+ * @param config
+ * @param neo4jConfig
+ */
+export const createNeo4jDriver = createDriverWithRetry;
diff --git a/build/backend-prebuild.sh b/build/backend-prebuild.sh
deleted file mode 100755
index 3bc3e8a9..00000000
--- a/build/backend-prebuild.sh
+++ /dev/null
@@ -1,14 +0,0 @@
-#!/usr/bin/env bash
-
-# Please make sure that this file is executable if you are working in a windows environment
-# This can be done by running "git update-index --chmod=+x .\backend-prebuild.sh" in the build directory
-
-# Goto the backend dir
-cd ../backend
-
-# Copy shared files
-cp -a ../shared/src/. ./src/shared/
-
-# Execute linter
-rimraf dist
-yarn lint
diff --git a/build/frontend-prebuild.sh b/build/frontend-prebuild.sh
deleted file mode 100755
index 124779c6..00000000
--- a/build/frontend-prebuild.sh
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-
-# Please make sure that this file is executable if you are working in a windows environment
-# This can be done by running "git update-index --chmod=+x .\frontend-prebuild.sh" in the build directory
-
-# Goto the frontend dir
-cd ../frontend
-
-# Copy shared files
-cp -a ../shared/src/. ./src/shared/
-
-# Execute linter
-yarn lint
diff --git a/build/parse-args.js b/build/parse-args.js
new file mode 100644
index 00000000..2bee6b29
--- /dev/null
+++ b/build/parse-args.js
@@ -0,0 +1,66 @@
+const debug = false;
+
+function camelize(str) {
+  return str
+  .split('-')
+  .map(
+    (item, index) => index > 0 ? item.charAt(0).toUpperCase() + item.slice(1).toLowerCase() : item.toLowerCase()
+  ).join("");
+}
+
+function logFound(arg, key, value) {
+  if (debug) {
+    console.log("Found argument '" + arg + "'. Writing property '" + key + "' with value '" + value + "' to args object.");
+  }
+}
+
+const parseArgs = function(input, flags, args) {
+  const result = {};
+
+  for (let i = 0; i < input.length; i++) {
+    const key = input[i];
+    let argProcessed = false;
+
+    if (flags) {
+      for (const flag of flags) {
+        if ('--' + flag.name === key || (typeof flag.abbr === 'string' && '-' + flag.abbr === key)) {
+
+          const camelizedName = camelize(flag.name);
+
+          logFound(flag.name, camelizedName, 'true');
+
+          result[camelizedName] = true;
+          argProcessed = true;
+        }
+      }
+    }
+    
+    if (!argProcessed && args) {
+      for (const arg of args) {
+        if ('--' + arg.name === key) {
+          i++;
+
+          if (i >= input.length) {
+            throw new Error('No value present for command-line argument:' + key);
+          }
+
+          const value = input[i];
+          const camelizedName = camelize(arg.name);
+
+          logFound(arg.name, camelizedName, value);
+
+          result[camelizedName] = value;
+          argProcessed = true;
+        }
+      }
+    }
+
+    if (!argProcessed) {
+      throw new Error('Unknown command-line argument: ' + key);
+    }
+  }
+
+  return result;
+}
+
+exports.parseArgs = parseArgs;
diff --git a/build/start-database.js b/build/start-database.js
index b0125d36..dff3156e 100644
--- a/build/start-database.js
+++ b/build/start-database.js
@@ -1,40 +1,99 @@
-/*
-Starts the database docker container with the testing dump.
- */
-
 const path = require("path");
 const { execSync } = require("child_process");
+const { parseArgs } = require("./parse-args");
 
 const containerName="neo4j-db"
 const repoPath = path.join(__dirname, "..");
-const mountPath = path.join(repoPath, "backend", "docker", "mount");
-const pluginsPath = path.join(repoPath, "backend", "docker", "plugins");
+const mountPath = path.join(repoPath, "database", "mount");
+const pluginsPath = path.join(repoPath, "database", "plugins");
 
-async function main() {
-  try {
-    execSync(`docker container stop ${containerName}`)
-  } catch(e) {}
+const flags = [
+  {
+    name: 'detached',
+    abbr: 'd'
+  }
+];
+
+const args = [
+  { name: 'mount-path' },
+  { name: 'plugin-path' },
+  { name: 'db-password' },
+  { name: 'container-name' },
+  { name: 'dump' },
+];
+
+function buildCommand(args) {
+  let command = `docker run ${args.detached ? '-d' : ''} -p 7474:7474 -p 7687:7687`;
+  command += ` -v ${args.mountPath}:/mnt/amos`;
+  command += ` -v ${args.pluginsPath}:/plugins`;
+  command += ` --env NEO4J_ACCEPT_LICENSE_AGREEMENT=yes`;
+  command += ` --env DB_PASSWORD=${args.dbPassword}`;
+  command += ` --env DB_PATH=/mnt/amos/dumps/${args.dump}.dump`;
+  command += ` --env 'NEO4JLABS_PLUGINS=["apoc", "graph-data-science"]'`;
+  command += ` --env 'NEO4J_dbms_security_procedures_unrestricted=apoc.*,gds.*'`;
+  command += ` --env 'NEO4J_dbms_security_procedures_allowlist=apoc.*,gds.*'`;
+  command += ` --env NEO4J_apoc_import_file_enabled=true`;
+  command += ` --name ${args.containerName} neo4j:4.2-enterprise`;
+  command += ` /mnt/amos/load-dump.sh`;
+
+  return command;
+}
+
+function postProcessArgs(args) {
+  const result = { ...args };
+
+  if (result.mountPath === undefined) {
+    result.mountPath = mountPath;
+  }
+
+  if (result.pluginsPath === undefined) {
+    result.pluginsPath = pluginsPath;
+  }
+
+  if (result.dbPassword === undefined) {
+    result.dbPassword = 'amos';
+  }
+
+  if (result.containerName === undefined) {
+    result.containerName = containerName;
+  }
+
+  if (result.dump === undefined) {
+    result.dump = 'testing-dump';
+  }
+
+  return result;
+}
+
+function execCMDAndCatchErrors(cmd) {
+  const isWin = process.platform === "win32";
+  let execOptions = { stdio: 'inherit' };
+
+  if (isWin) {
+    execOptions.shell = 'powershell.exe';
+  }
 
   try {
-    execSync(`docker container rm ${containerName}`)
-  } catch(e) {}
-
-  const command = `
-    docker run -d -p 7474:7474 -p 7687:7687 \\
-      -v ${mountPath}:/mnt/amos \\
-      -v ${pluginsPath}:/plugins \\
-      --env NEO4J_ACCEPT_LICENSE_AGREEMENT=yes \\
-      --env DB_PASSWORD=amos \\
-      --env DB_PATH=/mnt/amos/dumps/testing-dump.dump \\
-      --env 'NEO4JLABS_PLUGINS=["apoc", "graph-data-science"]' \\
-      --env 'NEO4J_dbms_security_procedures_unrestricted=apoc.*,gds.*' \\
-      --env 'NEO4J_dbms_security_procedures_allowlist=apoc.*,gds.*' \\
-      --env NEO4J_apoc_import_file_enabled=true \\
-      --name ${containerName} neo4j:4.2-enterprise \\
-      /mnt/amos/load-dump.sh
-`
-
-  execSync(command);
+    execSync(cmd, execOptions)
+  } catch(e) {
+    console.log("Error executing command.");
+    console.log(e);
+  }
+}
+
+/*
+ * Starts the database docker container with the testing dump.
+ */
+async function main() {
+  const input = process.argv.slice(2);
+  const parsedArgs = parseArgs(input, flags, args);
+  const postProcessedArgs = postProcessArgs(parsedArgs);
+
+  execCMDAndCatchErrors(`docker container stop ${postProcessedArgs.containerName}`);
+  execCMDAndCatchErrors(`docker container rm ${postProcessedArgs.containerName}`);
+
+  const command = buildCommand(postProcessedArgs);
+  execCMDAndCatchErrors(command);
 }
 
 main();
diff --git a/build/workflows/actions/start-db.yml b/build/workflows/actions/start-db.yml
index b0459a8e..db5ecfd3 100644
--- a/build/workflows/actions/start-db.yml
+++ b/build/workflows/actions/start-db.yml
@@ -1 +1 @@
-- run: node build/start-database
+- run: node build/start-database -d
diff --git a/backend/docker/.gitignore b/database/.gitignore
similarity index 100%
rename from backend/docker/.gitignore
rename to database/.gitignore
diff --git a/backend/docker/README.md b/database/README.md
similarity index 100%
rename from backend/docker/README.md
rename to database/README.md
diff --git a/backend/docker/mount/dumps/northwind.dump b/database/mount/dumps/northwind.dump
similarity index 100%
rename from backend/docker/mount/dumps/northwind.dump
rename to database/mount/dumps/northwind.dump
diff --git a/backend/docker/mount/dumps/testing-dump-big.dump b/database/mount/dumps/testing-dump-big.dump
similarity index 100%
rename from backend/docker/mount/dumps/testing-dump-big.dump
rename to database/mount/dumps/testing-dump-big.dump
diff --git a/backend/docker/mount/dumps/testing-dump.dump b/database/mount/dumps/testing-dump.dump
similarity index 100%
rename from backend/docker/mount/dumps/testing-dump.dump
rename to database/mount/dumps/testing-dump.dump
diff --git a/backend/docker/mount/load-dump.sh b/database/mount/load-dump.sh
similarity index 100%
rename from backend/docker/mount/load-dump.sh
rename to database/mount/load-dump.sh
diff --git a/backend/docker/northwind-ER-diagram.png b/database/northwind-ER-diagram.png
similarity index 100%
rename from backend/docker/northwind-ER-diagram.png
rename to database/northwind-ER-diagram.png
diff --git a/backend/docker/northwind-graph.png b/database/northwind-graph.png
similarity index 100%
rename from backend/docker/northwind-graph.png
rename to database/northwind-graph.png
diff --git a/deploy.ps1 b/deploy.ps1
new file mode 100644
index 00000000..9edf8905
--- /dev/null
+++ b/deploy.ps1
@@ -0,0 +1,35 @@
+function CopyFilesToFolder ($fromFolder, $toFolder) {
+    xcopy /S /I /Q /Y /F $fromFolder $toFolder
+}
+
+# Deploy the backend to a docker container
+# First copy the shared files, as this is not done during the build process when running in docker
+New-Item -ItemType Directory -Force -Path "./backend/src/shared" | Out-Null
+xcopy /S /I /Q /Y /F ".\shared\src" ".\backend\src\shared" | Out-Null
+
+# Now build the container as spec'ed by the backend dockerfile
+docker build -t kmap.backend ./backend
+
+# Deploy the frontend to a docker container that runs nginx
+# First copy the shared files, as this is not done during the build process when running in docker
+New-Item -ItemType Directory -Force -Path "./frontend/src/shared" | Out-Null
+xcopy /S /I /Q /Y /F ".\shared\src" ".\frontend\src\shared" | Out-Null
+
+# Remove the .env file, if it is present.
+if (Test-Path .\frontend\.env) {
+  Remove-Item .\frontend\.env
+}
+
+# Now build the container as spec'ed by the backend dockerfile
+docker build -t kmap.frontend ./frontend
+
+# Compose the output folder
+if (Test-Path .\artifacts ) {
+  Remove-Item -Recurse -Force .\artifacts 
+}
+New-Item -ItemType Directory -Force -Path .\artifacts | Out-Null
+CopyFilesToFolder ".\deploy" ".\artifacts"
+CopyFilesToFolder ".\database" ".\artifacts\database"
+New-Item -ItemType Directory -Force -Path .\artifacts\images | Out-Null
+docker save -o .\artifacts\images\kmap.backend kmap.backend
+docker save -o .\artifacts\images\kmap.frontend kmap.frontend
\ No newline at end of file
diff --git a/deploy/backend.env b/deploy/backend.env
new file mode 100644
index 00000000..e3eb906e
--- /dev/null
+++ b/deploy/backend.env
@@ -0,0 +1,5 @@
+NEO4J_HOST=neo4j-db
+NEO4J_PORT=7687
+NEO4J_USERNAME=neo4j
+NEO4J_PASSWORD=amos
+NEO4J_DATABASE=neo4j
diff --git a/deploy/database.env b/deploy/database.env
new file mode 100644
index 00000000..9675afa2
--- /dev/null
+++ b/deploy/database.env
@@ -0,0 +1,7 @@
+NEO4J_ACCEPT_LICENSE_AGREEMENT=yes
+DB_PASSWORD=amos
+DB_PATH=/mnt/amos/dumps/northwind.dump
+NEO4JLABS_PLUGINS=["apoc", "graph-data-science"]
+NEO4J_dbms_security_procedures_unrestricted=apoc.*,gds.*
+NEO4J_dbms_security_procedures_allowlist=apoc.*,gds.*
+NEO4J_apoc_import_file_enabled=true
diff --git a/deploy/docker-compose.yml b/deploy/docker-compose.yml
new file mode 100644
index 00000000..c1d1c368
--- /dev/null
+++ b/deploy/docker-compose.yml
@@ -0,0 +1,35 @@
+version: "3.9"
+services:
+  neo4j-db:
+    image: neo4j:4.2-enterprise
+    restart: always
+    command: /mnt/amos/load-dump.sh
+    expose:
+      - "7687"
+    working_dir: /mnt/amos
+    volumes:
+      - ./database/mount:/mnt/amos
+    env_file:
+      - ./database.env
+    networks:
+      - kmap-network
+  kmap.backend:
+    image: kmap.backend
+    restart: always
+    expose:
+      - "8080"
+    env_file:
+      - ./backend.env
+    networks:
+      - kmap-network
+  kmap.frontend:
+    image: kmap.frontend
+    restart: always
+    ports:
+      - 80:80
+    env_file:
+      - ./frontend.env
+    networks:
+      - kmap-network
+networks:
+  kmap-network:
diff --git a/deploy/frontend.env b/deploy/frontend.env
new file mode 100644
index 00000000..e69de29b
diff --git a/deploy/kmap.sh b/deploy/kmap.sh
new file mode 100644
index 00000000..967f7acc
--- /dev/null
+++ b/deploy/kmap.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+docker-compose down
+
+docker load -i ./images/kmap.frontend
+docker load -i ./images/kmap.backend
+
+docker-compose up -d
diff --git a/frontend/Dockerfile b/frontend/Dockerfile
new file mode 100644
index 00000000..57b21cb9
--- /dev/null
+++ b/frontend/Dockerfile
@@ -0,0 +1,45 @@
+# syntax=docker/dockerfile:1
+# This implements a multi-stage container build process
+
+# First build the project
+FROM node:14-alpine AS dev
+RUN apk update && apk add --no-cache python g++ make bash
+
+# Set environment variables
+ENV DOCKER=DOCKER
+
+# Set our working directory
+WORKDIR /usr/src/kmap/frontend
+
+# Install our dependencies
+COPY package*.json ./
+COPY yarn.lock* ./
+COPY scripts scripts/
+RUN chmod +x scripts/frontend-prebuild.sh
+RUN yarn install
+
+# Build the project
+COPY . .
+RUN yarn run build
+
+# Now build the container that is used in production
+FROM nginx:1.20.1-alpine as prod
+
+# Install bash
+RUN apk update && apk add --no-cache bash
+
+# Set our working directory
+WORKDIR /usr/src/kmap/frontend
+
+# Copy the build folder from the dev container
+COPY --from=dev /usr/src/kmap/frontend/build dist
+
+# Copy the docker specific scripts and files
+COPY docker docker
+
+# Copy the nginx configuration
+RUN mv docker/nginx.conf /etc/nginx/nginx.conf
+
+# Start
+RUN chmod +x docker/run.sh
+CMD ["docker/run.sh"]
diff --git a/frontend/cypress.json b/frontend/cypress.json
index 73fff938..f0fab91a 100644
--- a/frontend/cypress.json
+++ b/frontend/cypress.json
@@ -1,5 +1,6 @@
 {
   "video": false,
   "experimentalFetchPolyfill": true,
-  "componentFolder": "cypress/unit"
+  "componentFolder": "cypress/unit",
+  "baseUrl": "http://localhost:3000"
 }
diff --git a/frontend/cypress/integration/exploration/exploration.e2e.js b/frontend/cypress/integration/exploration/exploration.e2e.js
index 038295dd..0412dd41 100644
--- a/frontend/cypress/integration/exploration/exploration.e2e.js
+++ b/frontend/cypress/integration/exploration/exploration.e2e.js
@@ -3,6 +3,7 @@ import layoutsData from '../../../src/exploration/previews/layoutsData';
 context('Exploration', () => {
   // Global setup
   beforeEach(() => {
+    cy.wait(5000);
     cy.visit('http://localhost:3000/exploration');
   });
 
@@ -33,6 +34,12 @@ context('Exploration', () => {
       cy.url().should('eq', `http://localhost:3000${layoutsData.H.path}`);
     });
 
+    it('routes to chord page', () => {
+      cy.get('.Previews');
+      cy.get('.LayoutPreview').contains('Chord Diagram').click();
+      cy.url().should('eq', `http://localhost:3000${layoutsData.P.path}`);
+    });
+
     // TODO: add more tests when combined with questions
   });
 });
diff --git a/frontend/cypress/integration/visualization/tabs.e2e.js b/frontend/cypress/integration/visualization/tabs.e2e.js
index c3e8b500..c055a1af 100644
--- a/frontend/cypress/integration/visualization/tabs.e2e.js
+++ b/frontend/cypress/integration/visualization/tabs.e2e.js
@@ -29,4 +29,9 @@ context('Visualization Tabs', () => {
     cy.get('.MuiTabs-root').contains('Schema').click();
     cy.get('main').contains('Schema');
   });
+
+  it('has chord tab', () => {
+    cy.get('.MuiTabs-root').contains('Chord Diagram').click();
+    cy.get('main').get('.svg-container');
+  });
 });
diff --git a/frontend/docker/nginx.conf b/frontend/docker/nginx.conf
new file mode 100644
index 00000000..47a02601
--- /dev/null
+++ b/frontend/docker/nginx.conf
@@ -0,0 +1,25 @@
+error_log logs/error.log;
+pid logs/nginx.pid;
+
+events {
+  worker_connections  1024;
+}
+
+http {
+  server {
+    # IPv4
+    listen *:80;
+    # IPv6
+    listen [::]:80;
+
+    location /api {
+      proxy_set_header Host $host;
+      proxy_pass http://kmap.backend:8080;
+    }
+
+    location / {
+      root /usr/src/kmap/frontend/dist;
+      try_files $uri /index.html;
+    }
+  }
+}
diff --git a/frontend/docker/run.sh b/frontend/docker/run.sh
new file mode 100644
index 00000000..b12ddf6c
--- /dev/null
+++ b/frontend/docker/run.sh
@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+
+mkdir /etc/nginx/logs
+touch /etc/nginx/logs/error.log
+
+echo "Starting nginx..."
+nginx -g 'daemon off;';
diff --git a/frontend/package.json b/frontend/package.json
index 3b1f7b4f..530e1c67 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -7,11 +7,11 @@
     "start": "react-scripts start",
     "start:forTests": "react-scripts -r @cypress/instrument-cra start",
     "postinstall": "run-script-os",
-    "postinstall:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command ..\\build\\frontend-prebuild.ps1",
-    "postinstall:default": "../build/frontend-prebuild.sh",
+    "postinstall:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command .\\scripts\\frontend-prebuild.ps1",
+    "postinstall:default": "./scripts/frontend-prebuild.sh",
     "prebuild": "run-script-os",
-    "prebuild:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command ..\\build\\frontend-prebuild.ps1",
-    "prebuild:default": "../build/frontend-prebuild.sh",
+    "prebuild:windows": "@powershell -NoProfile -ExecutionPolicy Unrestricted -Command .\\scripts\\frontend-prebuild.ps1",
+    "prebuild:default": "./scripts/frontend-prebuild.sh",
     "build": "react-scripts build",
     "test": "npm run cy:run:e2e && npm run cy:run:unit",
     "eject": "react-scripts eject",
@@ -46,6 +46,7 @@
     "inversify": "^5.1.1",
     "lru_map": "^0.4.1",
     "react": "^17.0.2",
+    "react-chord-diagram": "^1.7.0",
     "react-dom": "^17.0.2",
     "react-graph-vis": "^1.0.7",
     "react-router-dom": "^5.2.0",
diff --git a/frontend/public/exploration-preview/chord-diagram.png b/frontend/public/exploration-preview/chord-diagram.png
new file mode 100644
index 00000000..f1f3a85e
Binary files /dev/null and b/frontend/public/exploration-preview/chord-diagram.png differ
diff --git a/build/frontend-prebuild.ps1 b/frontend/scripts/frontend-prebuild.ps1
similarity index 89%
rename from build/frontend-prebuild.ps1
rename to frontend/scripts/frontend-prebuild.ps1
index 680f19c8..cba9949e 100644
--- a/build/frontend-prebuild.ps1
+++ b/frontend/scripts/frontend-prebuild.ps1
@@ -1,5 +1,5 @@
 # Goto the frontend dir
-cd ../frontend
+cd  $PSScriptRoot\..
 
 # Copy shared files
 New-Item -ItemType Directory -Force -Path ".\src\shared"
diff --git a/frontend/scripts/frontend-prebuild.sh b/frontend/scripts/frontend-prebuild.sh
new file mode 100755
index 00000000..9a91364e
--- /dev/null
+++ b/frontend/scripts/frontend-prebuild.sh
@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+
+# Please make sure that this file is executable if you are working in a windows environment
+# This can be done by running "git update-index --chmod=+x .\frontend-prebuild.sh" in the build directory
+
+# Goto the frontend dir
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+cd "$SCRIPT_DIR"/..
+
+# Only execute if not running inside a docker container
+if [ "$DOCKER" != "DOCKER" ]; then
+
+    # Copy shared files
+    cp -a ../shared/src/. ./src/shared/
+
+    # Execute linter
+    yarn lint
+
+fi
diff --git a/frontend/src/@types/react-chord-diagram.d.ts b/frontend/src/@types/react-chord-diagram.d.ts
new file mode 100644
index 00000000..af5fb9a9
--- /dev/null
+++ b/frontend/src/@types/react-chord-diagram.d.ts
@@ -0,0 +1 @@
+declare module 'react-chord-diagram';
diff --git a/frontend/src/exploration/previews/layoutsData.ts b/frontend/src/exploration/previews/layoutsData.ts
index b07c52a7..f5dc57d2 100644
--- a/frontend/src/exploration/previews/layoutsData.ts
+++ b/frontend/src/exploration/previews/layoutsData.ts
@@ -36,9 +36,9 @@ const layoutsData: Record<keyof ExplorationWeight, LayoutDefinition> = {
     path: '/visualization/schema', // TODO #299: Add missing visualisation preview links
   },
   P: {
-    filename: 'empty-layout.png',
-    description: 'Pie Chart',
-    path: '/visualization/schema', // TODO #299: Add missing visualisation preview links
+    filename: 'chord-diagram.png',
+    description: 'Chord Diagram',
+    path: '/visualization/chord',
   },
 };
 
diff --git a/frontend/src/routing/routes.tsx b/frontend/src/routing/routes.tsx
index 8c547f55..39595788 100644
--- a/frontend/src/routing/routes.tsx
+++ b/frontend/src/routing/routes.tsx
@@ -6,6 +6,7 @@ import Schema from '../visualization/Schema';
 import Visualization from '../visualization/Visualization';
 import RouteDefinition from './RouteDefinition';
 import GraphPage from '../visualization/GraphPage';
+import ChordPage from '../visualization/ChordPage';
 
 const routes: Record<string, RouteDefinition> = {
   Home: {
@@ -34,6 +35,11 @@ const routes: Record<string, RouteDefinition> = {
         label: 'Hierarchies',
         content: () => <GraphPage layout="hierarchical" />,
       },
+      {
+        path: '/visualization/chord',
+        label: 'Chord Diagram',
+        content: () => <ChordPage />,
+      },
     ],
   },
   Exploration: {
diff --git a/frontend/src/services/schema/SchemaService.ts b/frontend/src/services/schema/SchemaService.ts
index c426e83a..ca150792 100644
--- a/frontend/src/services/schema/SchemaService.ts
+++ b/frontend/src/services/schema/SchemaService.ts
@@ -2,7 +2,11 @@
 
 import { injectable } from 'inversify';
 import 'reflect-metadata';
-import { EdgeType, NodeType } from '../../shared/schema';
+import {
+  EdgeType,
+  NodeType,
+  NodeTypeConnectionInfo,
+} from '../../shared/schema';
 import { CancellationToken } from '../../utils/CancellationToken';
 
 /**
@@ -27,4 +31,13 @@ export default abstract class SchemaService {
   public abstract getNodeTypes(
     cancellation?: CancellationToken
   ): Promise<NodeType[]>;
+
+  /**
+   * Retrieves the connections between node types together with their count.
+   * @param cancellation A CancellationToken used to cancel the asynchronous operation.
+   * @returns A promise that represents the asynchronous operations. When evaluated, the promise result contains an array of node connections.
+   */
+  public abstract getNodeTypeConnectionInfo(
+    cancellation?: CancellationToken
+  ): Promise<NodeTypeConnectionInfo[]>;
 }
diff --git a/frontend/src/services/schema/SchemaServiceImpl.ts b/frontend/src/services/schema/SchemaServiceImpl.ts
index 30d08427..03d7d800 100644
--- a/frontend/src/services/schema/SchemaServiceImpl.ts
+++ b/frontend/src/services/schema/SchemaServiceImpl.ts
@@ -1,6 +1,10 @@
 import { inject, injectable } from 'inversify';
 import 'reflect-metadata';
-import { EdgeType, NodeType } from '../../shared/schema';
+import {
+  EdgeType,
+  NodeType,
+  NodeTypeConnectionInfo,
+} from '../../shared/schema';
 import { AsyncLazy } from '../../shared/utils';
 import { CancellationToken } from '../../utils/CancellationToken';
 import withCancellation from '../../utils/withCancellation';
@@ -18,6 +22,9 @@ export default class SchemaServiceImpl extends SchemaService {
   private readonly http: HttpService = null!;
   private readonly edgeTypesLazy: AsyncLazy<EdgeType[]>;
   private readonly nodeTypesLazy: AsyncLazy<NodeType[]>;
+  private readonly nodeTypeConnectionInfoLazy: AsyncLazy<
+    NodeTypeConnectionInfo[]
+  >;
 
   public constructor() {
     super();
@@ -31,6 +38,11 @@ export default class SchemaServiceImpl extends SchemaService {
       this.requestNodeTypes.bind(this),
       { retryOnError: true }
     );
+
+    this.nodeTypeConnectionInfoLazy = new AsyncLazy<NodeTypeConnectionInfo[]>(
+      this.requestNodeTypeConnectionInfo.bind(this),
+      { retryOnError: true }
+    );
   }
 
   private requestEdgeTypes(): Promise<EdgeType[]> {
@@ -41,6 +53,12 @@ export default class SchemaServiceImpl extends SchemaService {
     return this.http.get<NodeType[]>('/api/schema/node-types');
   }
 
+  private requestNodeTypeConnectionInfo(): Promise<NodeTypeConnectionInfo[]> {
+    return this.http.get<NodeTypeConnectionInfo[]>(
+      '/api/schema/node-type-connection-info'
+    );
+  }
+
   public getEdgeTypes(cancellation?: CancellationToken): Promise<EdgeType[]> {
     return withCancellation(this.edgeTypesLazy.value, cancellation);
   }
@@ -48,4 +66,13 @@ export default class SchemaServiceImpl extends SchemaService {
   public getNodeTypes(cancellation?: CancellationToken): Promise<NodeType[]> {
     return withCancellation(this.nodeTypesLazy.value, cancellation);
   }
+
+  public getNodeTypeConnectionInfo(
+    cancellation?: CancellationToken
+  ): Promise<NodeTypeConnectionInfo[]> {
+    return withCancellation(
+      this.nodeTypeConnectionInfoLazy.value,
+      cancellation
+    );
+  }
 }
diff --git a/frontend/src/stores/exploration/interfaces/ExplorationWeight.ts b/frontend/src/stores/exploration/interfaces/ExplorationWeight.ts
index 51f88b32..81f99e7a 100644
--- a/frontend/src/stores/exploration/interfaces/ExplorationWeight.ts
+++ b/frontend/src/stores/exploration/interfaces/ExplorationWeight.ts
@@ -27,7 +27,7 @@ export interface ExplorationWeight {
    */
   L: number;
   /**
-   * Pie Chart
+   * Chord Diagram
    */
   P: number;
 }
diff --git a/frontend/src/visualization/ChordPage.tsx b/frontend/src/visualization/ChordPage.tsx
new file mode 100644
index 00000000..eaa10ca9
--- /dev/null
+++ b/frontend/src/visualization/ChordPage.tsx
@@ -0,0 +1,109 @@
+import React from 'react';
+import { combineLatest } from 'rxjs';
+import ChordDiagram from 'react-chord-diagram';
+import { map } from 'rxjs/operators';
+import { Grid, makeStyles } from '@material-ui/core';
+import useService from '../dependency-injection/useService';
+import { SchemaService } from '../services/schema';
+import { NodeTypeConnectionInfo } from '../shared/schema';
+import useObservable from '../utils/useObservable';
+import { EntityStyleProvider, EntityStyleStore } from '../stores/colors';
+
+type ChordData = {
+  matrix: number[][];
+  names: string[];
+  colors: string[];
+};
+
+const useStyles = makeStyles({
+  root: {
+    paddingTop: '80px', // otherwise page is hidden under header
+  },
+});
+
+/**
+ * Generate a matrix with node connections, and a Record mapping node types to their index in the matrix and their color.
+ * @param nodeTypeConnectionInfo data source to generate the matrix from.
+ * @param styleProvider {@link EntityStyleProvider} instance.
+ * @returns A tuple of [matrix, nodes], where
+ * matrix is of size n*n, with each element matrix[i] being an array of n numbers,
+ * and each matrix[i][j] represents and edge from the ith node in the graph
+ * to the jth node,
+ * nodes maps the node typenames to their indices in the matrix and their color.
+ */
+function convertToChordData(
+  nodeTypeConnectionInfo: NodeTypeConnectionInfo[],
+  styleProvider: EntityStyleProvider
+): ChordData {
+  const ret: ChordData = { matrix: [], names: [], colors: [] };
+  // early exit on empty input
+  if (nodeTypeConnectionInfo.length === 0) {
+    return ret;
+  }
+
+  // map node names to their index in the matrix.
+  const nodes: Record<string, number> = {};
+  // fill names and colors array.
+  let counter = 0;
+  nodeTypeConnectionInfo.forEach((node) => {
+    if (nodes[node.from] === undefined) {
+      // save node index.
+      nodes[node.from] = counter;
+      counter += 1;
+      // fill names and colors arrays.
+      const fakeNode = { id: -1, types: [node.from] };
+      ret.names.push(node.from);
+      ret.colors.push(styleProvider.getStyle(fakeNode).color);
+    }
+  });
+
+  // i*j matrix containing number of connection from node i to j.
+  const matrix: number[][] = [];
+  // initialize empty n*n matrix where n is number of nodes.
+  for (let i = 0; i < counter; i += 1) {
+    matrix.push(new Array(counter).fill(0));
+  }
+
+  // generate matrix
+  for (const node of nodeTypeConnectionInfo) {
+    const i = nodes[node.from];
+    const j = nodes[node.to];
+    matrix[i][j] += node.numConnections;
+  }
+
+  ret.matrix = matrix;
+
+  return ret;
+}
+
+export default function ChordPage(): JSX.Element {
+  const classes = useStyles();
+
+  const schemaService = useService(SchemaService);
+  const entityStyleStore = useService(EntityStyleStore);
+
+  const chordData = useObservable(
+    combineLatest([
+      schemaService.getNodeTypeConnectionInfo(),
+      entityStyleStore.getState(),
+    ]).pipe(map((next) => convertToChordData(next[0], next[1]))),
+    { matrix: [], names: [], colors: [] }
+  );
+
+  return (
+    <Grid
+      container
+      className={classes.root}
+      alignItems="center"
+      justify="center"
+    >
+      <ChordDiagram
+        matrix={chordData.matrix}
+        componentId={1}
+        groupLabels={chordData.names}
+        groupColors={chordData.colors}
+        outerRadius={260} // workaround for labels being cut off
+      />
+    </Grid>
+  );
+}
diff --git a/frontend/src/visualization/Visualization.tsx b/frontend/src/visualization/Visualization.tsx
index d1a4a478..782090d3 100644
--- a/frontend/src/visualization/Visualization.tsx
+++ b/frontend/src/visualization/Visualization.tsx
@@ -17,7 +17,7 @@ function Visualization(): JSX.Element {
 
   // TODO: remove placeholder grids and fill cards with existing tabs
   const schemaCard = cards[cards.length - 1];
-  const placeholders = Array<CardDefinition>(3).fill(schemaCard);
+  const placeholders = Array<CardDefinition>(2).fill(schemaCard);
 
   return (
     <>
diff --git a/frontend/src/visualization/dashboard-card/DashboardCard.tsx b/frontend/src/visualization/dashboard-card/DashboardCard.tsx
index 7b733833..44883693 100644
--- a/frontend/src/visualization/dashboard-card/DashboardCard.tsx
+++ b/frontend/src/visualization/dashboard-card/DashboardCard.tsx
@@ -5,6 +5,7 @@ import CardHeader from '@material-ui/core/CardHeader';
 import CardContent from '@material-ui/core/CardContent';
 import Typography from '@material-ui/core/Typography';
 import Icon from '@material-ui/core/Icon';
+import { Link } from 'react-router-dom';
 import CardDefinition from './CardDefinition';
 
 const useStyles = makeStyles({
@@ -18,7 +19,7 @@ export default function DashboardCard(card: CardDefinition): JSX.Element {
   const classes = useStyles();
 
   return (
-    <a className={classes.root} href={path}>
+    <Link className={classes.root} to={path}>
       <Card>
         <CardHeader
           avatar={<Icon>{icon}</Icon>}
@@ -35,6 +36,6 @@ export default function DashboardCard(card: CardDefinition): JSX.Element {
           </Typography>
         </CardContent>
       </Card>
-    </a>
+    </Link>
   );
 }
diff --git a/frontend/src/visualization/dashboard-card/cardContents.tsx b/frontend/src/visualization/dashboard-card/cardContents.tsx
index 571a348c..250dbd45 100644
--- a/frontend/src/visualization/dashboard-card/cardContents.tsx
+++ b/frontend/src/visualization/dashboard-card/cardContents.tsx
@@ -27,6 +27,12 @@ const cardContents: Array<CardPresentationContent> = [
     description: 'Display queried data in a hierarchically structured graph.',
     icon: 'device_hub',
   },
+  {
+    label: 'Chord Diagram',
+    subLabel: 'Edge visualization',
+    description: 'Get an overview of how nodes are connected to each other.',
+    icon: 'donut_large',
+  },
 ];
 
 /**
diff --git a/frontend/src/visualization/filtering/Filter.tsx b/frontend/src/visualization/filtering/Filter.tsx
index aa73ee43..410f462b 100644
--- a/frontend/src/visualization/filtering/Filter.tsx
+++ b/frontend/src/visualization/filtering/Filter.tsx
@@ -93,7 +93,7 @@ const Filter = (): JSX.Element => {
     entityStyleStore.getValue()
   );
 
-  const schemaService = useService(SchemaService, null);
+  const schemaService = useService(SchemaService);
 
   const loadingStore = useService(LoadingStore);
   const errorStore = useService(ErrorStore);
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
index 2f0bf069..9f42b3a0 100644
--- a/frontend/tsconfig.json
+++ b/frontend/tsconfig.json
@@ -28,6 +28,6 @@
   },
   "include": [
     "src", 
-    "cypress"  
+    "cypress",
   ]
 }
diff --git a/frontend/yarn.lock b/frontend/yarn.lock
index e28bd5ea..9ec87802 100644
--- a/frontend/yarn.lock
+++ b/frontend/yarn.lock
@@ -5819,6 +5819,95 @@ cypress@^7.3.0:
     url "^0.11.0"
     yauzl "^2.10.0"
 
+d3-array@1:
+  version "1.2.4"
+  resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-1.2.4.tgz#635ce4d5eea759f6f605863dbcfc30edc737f71f"
+  integrity sha512-KHW6M86R+FUPYGb3R5XiYjXPq7VzwxZ22buHhAEVG5ztoEcZZMLov530mmccaqA1GghZArjQV46fuc8kUqhhHw==
+
+d3-array@2, d3-array@^2.3.0, d3-array@^2.4.0:
+  version "2.12.1"
+  resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-2.12.1.tgz#e20b41aafcdffdf5d50928004ececf815a465e81"
+  integrity sha512-B0ErZK/66mHtEsR1TkPEEkwdy+WDesimkM5gpZr5Dsg54BiTA5RXtYW5qTLIAcekaS9xfZrzBLF/OAkB3Qn1YQ==
+  dependencies:
+    internmap "^1.0.0"
+
+d3-chord@^1.0.6:
+  version "1.0.6"
+  resolved "https://registry.yarnpkg.com/d3-chord/-/d3-chord-1.0.6.tgz#309157e3f2db2c752f0280fedd35f2067ccbb15f"
+  integrity sha512-JXA2Dro1Fxw9rJe33Uv+Ckr5IrAa74TlfDEhE/jfLOaXegMQFQTAgAw9WnZL8+HxVBRXaRGCkrNU7pJeylRIuA==
+  dependencies:
+    d3-array "1"
+    d3-path "1"
+
+"d3-color@1 - 2":
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/d3-color/-/d3-color-2.0.0.tgz#8d625cab42ed9b8f601a1760a389f7ea9189d62e"
+  integrity sha512-SPXi0TSKPD4g9tw0NMZFnR95XVgUZiBH+uUTqQuDu1OsE2zomHU7ho0FISciaPvosimixwHFl3WHLGabv6dDgQ==
+
+d3-color@^1.4.0:
+  version "1.4.1"
+  resolved "https://registry.yarnpkg.com/d3-color/-/d3-color-1.4.1.tgz#c52002bf8846ada4424d55d97982fef26eb3bc8a"
+  integrity sha512-p2sTHSLCJI2QKunbGb7ocOh7DgTAn8IrLx21QRc/BSnodXM4sv6aLQlnfpvehFMLZEfBc6g9pH9SWQccFYfJ9Q==
+
+"d3-format@1 - 2":
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/d3-format/-/d3-format-2.0.0.tgz#a10bcc0f986c372b729ba447382413aabf5b0767"
+  integrity sha512-Ab3S6XuE/Q+flY96HXT0jOXcM4EAClYFnRGY5zsjRGNy6qCYrQsMffs7cV5Q9xejb35zxW5hf/guKw34kvIKsA==
+
+d3-format@^1.4.3:
+  version "1.4.5"
+  resolved "https://registry.yarnpkg.com/d3-format/-/d3-format-1.4.5.tgz#374f2ba1320e3717eb74a9356c67daee17a7edb4"
+  integrity sha512-J0piedu6Z8iB6TbIGfZgDzfXxUFN3qQRMofy2oPdXzQibYGqPB/9iMcxr/TGalU+2RsyDO+U4f33id8tbnSRMQ==
+
+"d3-interpolate@1.2.0 - 2":
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/d3-interpolate/-/d3-interpolate-2.0.1.tgz#98be499cfb8a3b94d4ff616900501a64abc91163"
+  integrity sha512-c5UhwwTs/yybcmTpAVqwSFl6vrQ8JZJoT5F7xNFK9pymv5C0Ymcc9/LIJHtYIggg/yS9YHw8i8O8tgb9pupjeQ==
+  dependencies:
+    d3-color "1 - 2"
+
+d3-path@1:
+  version "1.0.9"
+  resolved "https://registry.yarnpkg.com/d3-path/-/d3-path-1.0.9.tgz#48c050bb1fe8c262493a8caf5524e3e9591701cf"
+  integrity sha512-VLaYcn81dtHVTjEHd8B+pbe9yHWpXKZUC87PzoFmsFrJqgFwDe/qxfp5MlfsfM1V5E/iVt0MmEbWQ7FVIXh/bg==
+
+d3-scale@^3.2.1:
+  version "3.3.0"
+  resolved "https://registry.yarnpkg.com/d3-scale/-/d3-scale-3.3.0.tgz#28c600b29f47e5b9cd2df9749c206727966203f3"
+  integrity sha512-1JGp44NQCt5d1g+Yy+GeOnZP7xHo0ii8zsQp6PGzd+C1/dl0KGsp9A7Mxwp+1D1o4unbTTxVdU/ZOIEBoeZPbQ==
+  dependencies:
+    d3-array "^2.3.0"
+    d3-format "1 - 2"
+    d3-interpolate "1.2.0 - 2"
+    d3-time "^2.1.1"
+    d3-time-format "2 - 3"
+
+d3-selection@^1.4.1:
+  version "1.4.2"
+  resolved "https://registry.yarnpkg.com/d3-selection/-/d3-selection-1.4.2.tgz#dcaa49522c0dbf32d6c1858afc26b6094555bc5c"
+  integrity sha512-SJ0BqYihzOjDnnlfyeHT0e30k0K1+5sR3d5fNueCNeuhZTnGw4M4o8mqJchSwgKMXCNFo+e2VTChiSJ0vYtXkg==
+
+d3-shape@^1.3.7:
+  version "1.3.7"
+  resolved "https://registry.yarnpkg.com/d3-shape/-/d3-shape-1.3.7.tgz#df63801be07bc986bc54f63789b4fe502992b5d7"
+  integrity sha512-EUkvKjqPFUAZyOlhY5gzCxCeI0Aep04LwIRpsZ/mLFelJiUfnK56jo5JMDSE7yyP2kLSb6LtF+S5chMk7uqPqw==
+  dependencies:
+    d3-path "1"
+
+"d3-time-format@2 - 3":
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/d3-time-format/-/d3-time-format-3.0.0.tgz#df8056c83659e01f20ac5da5fdeae7c08d5f1bb6"
+  integrity sha512-UXJh6EKsHBTjopVqZBhFysQcoXSv/5yLONZvkQ5Kk3qbwiUYkdX17Xa1PT6U1ZWXGGfB1ey5L8dKMlFq2DO0Ag==
+  dependencies:
+    d3-time "1 - 2"
+
+"d3-time@1 - 2", d3-time@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/d3-time/-/d3-time-2.1.1.tgz#e9d8a8a88691f4548e68ca085e5ff956724a6682"
+  integrity sha512-/eIQe/eR4kCQwq7yxi7z4c6qEXf2IYGcjoWB5OOQy4Tq9Uv39/947qlDcN2TLkiTzQWzvnsuYPB9TrWaNfipKQ==
+  dependencies:
+    d3-array "2"
+
 d@1, d@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/d/-/d-1.0.1.tgz#8698095372d58dbee346ffd0c7093f99f8f9eb5a"
@@ -8470,6 +8559,11 @@ internal-slot@^1.0.3:
     has "^1.0.3"
     side-channel "^1.0.4"
 
+internmap@^1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/internmap/-/internmap-1.0.1.tgz#0017cc8a3b99605f0302f2b198d272e015e5df95"
+  integrity sha512-lDB5YccMydFBtasVtxnZ3MRBHuaoE8GKsppq+EchKL2U4nK/DmEpPHNH8MZe5HkMtpSiTSOZwfN0tzYjO/lJEw==
+
 invariant@^2.2.2:
   version "2.2.4"
   resolved "https://registry.yarnpkg.com/invariant/-/invariant-2.2.4.tgz#610f3c92c9359ce1db616e538008d23ff35158e6"
@@ -12902,6 +12996,20 @@ react-app-polyfill@^2.0.0:
     regenerator-runtime "^0.13.7"
     whatwg-fetch "^3.4.1"
 
+react-chord-diagram@^1.7.0:
+  version "1.7.0"
+  resolved "https://registry.yarnpkg.com/react-chord-diagram/-/react-chord-diagram-1.7.0.tgz#a2945b57c0953380b958d1fa4e9282fbb006aae2"
+  integrity sha512-OkqBt+kXRpAzKwMKES9WSp7MfbGlbzyl8BX07pHVfsftCegh2iDIAL+jg3bHg5Vqu+h5HQmRZ4CXy1U2AX5QWg==
+  dependencies:
+    d3-array "^2.4.0"
+    d3-chord "^1.0.6"
+    d3-color "^1.4.0"
+    d3-format "^1.4.3"
+    d3-scale "^3.2.1"
+    d3-selection "^1.4.1"
+    d3-shape "^1.3.7"
+    prop-types "^15.7.2"
+
 react-dev-utils@^11.0.3:
   version "11.0.4"
   resolved "https://registry.yarnpkg.com/react-dev-utils/-/react-dev-utils-11.0.4.tgz#a7ccb60257a1ca2e0efe7a83e38e6700d17aa37a"
diff --git a/ssh.sh b/ssh.sh
new file mode 100644
index 00000000..159c24e7
--- /dev/null
+++ b/ssh.sh
@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+
+KEY_FILE=./amos-fau-proj2@group.riehle.org
+HOST_PUB_KEY_FILE=./Server_Keyscan.txt
+
+HOST=5.183.20.2
+USER=root
+
+SSH_DIR=~/.ssh/
+SSH_KEY_DIR="$SSH_DIR"keys/
+SSH_KEY_PATH="$SSH_KEY_DIR"$HOST.key
+SSH_KNOWN_HOSTS_PATH="$SSH_DIR"known_hosts
+
+mkdir -p $SSH_KEY_DIR
+cat $KEY_FILE > $SSH_KEY_PATH
+sudo chmod 600 $SSH_KEY_PATH
+touch $SSH_KNOWN_HOSTS_PATH
+cat $HOST_PUB_KEY_FILE >> $SSH_KNOWN_HOSTS_PATH
+ssh -i $SSH_KEY_PATH $USER@$HOST
diff --git a/upload-artifacts.sh b/upload-artifacts.sh
new file mode 100644
index 00000000..8a944d78
--- /dev/null
+++ b/upload-artifacts.sh
@@ -0,0 +1,24 @@
+#!/usr/bin/env bash
+
+ARTIFACTS_DIR=./artifacts
+
+KEY_FILE=./amos-fau-proj2@group.riehle.org
+HOST_PUB_KEY_FILE=./Server_Keyscan.txt
+
+HOST=5.183.20.2
+USER=root
+
+SSH_DIR=~/.ssh/
+SSH_KEY_DIR="$SSH_DIR"keys/
+SSH_KEY_PATH="$SSH_KEY_DIR"$HOST.key
+SSH_KNOWN_HOSTS_PATH="$SSH_DIR"known_hosts
+
+mkdir -p $SSH_KEY_DIR
+cat $KEY_FILE > $SSH_KEY_PATH
+sudo chmod 600 $SSH_KEY_PATH
+touch $SSH_KNOWN_HOSTS_PATH
+cat $HOST_PUB_KEY_FILE >> $SSH_KNOWN_HOSTS_PATH
+ssh -i $SSH_KEY_PATH $USER@$HOST 'cd ~/amos/ && docker-compose down && cd ~ && rm -rf amos'
+scp -i $SSH_KEY_PATH -r $ARTIFACTS_DIR $USER@$HOST:~/amos/
+ssh -i $SSH_KEY_PATH $USER@$HOST 'cd ~/amos/ && ./kmap.sh'
+# read x