MKehayov commented on code in PR #1698:
URL: https://github.com/apache/systemds/pull/1698#discussion_r981246966
##########
docs/site/federated-monitoring.md:
##########
@@ -0,0 +1,153 @@
+---
+layout: site
+title: Use SystemDS Federated Monitoring Software
+---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+
+## SystemDS Federated Monitoring Software
+
+### Introduction
+
+To monitor the federated infrastructure of SystemDS, a monitoring tool was
developed for this purpose.
+A general overview of the architecture can be seen in [**Figure 1**](figure-1).
+The monitoring tool consists of two separate decoupled modules, the Java-based
**monitoring backend** and
+the **monitoring frontend** developed in [Angular](https://angular.io/).
+
+**NOTE:** To work with the monitoring tool both the back- and frontend
services must be running!
+
+
+
+### Installation & Build
+
+#### 1. Monitoring Backend
+
+The required packages for SystemDS, can be found [here](./install.md).
+
+To install and build the packages for the backend, the usual process for
building and installing
+SystemDS is sufficient:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
+# 2. Compile SystemDS
+mvn clean package
+```
+
+#### 2. Monitoring Frontend
+
+Since the frontend is in **Angular v13**, a **node version 12/14/16** or later
minor version is required.
+
+Example **node and npm** installation for **Ubuntu 20.04**:
+```bash
+# Installation tutorial:
+# https://linuxize.com/post/how-to-install-node-js-on-ubuntu-20-04/
+
+# 1. Download and execute the NodeSource installation script
+curl -sL https://deb.nodesource.com/setup_14.x | sudo -E bash -
+# 2. Install Node.js and npm
+sudo apt install nodejs
+
+# 3. Verify installation ----
+node --version
+# Output
+# v14.2.0
+
+npm --version
+# Output
+# 6.14.4
+# ---------------------------
+```
+
+To install the npm packages required for the Angular app to run:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
+# 2. Go into the directory with the frontend app
+cd scripts/monitoring
+# 3. Install all npm packages
+npm install
+```
+After those steps all the packages needed for running the monitoring tool
should be installed.
+
+### Running
+
+Both back- and frontend applications are separate modules of the same tool,
they can be independently started and stopped.
+Since they are designed with loose decoupling in mind, the frontend can
integrate with different backends, and
+the backend can work with different frontends, provided that the format of the
data and the communication protocol is
+preserved.
+
+#### 1. Monitoring Backend
+
+To run the backend, use the `-fedMonitoring` flag followed by a `port`:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
+# 2. Go to the target directory
+cd target
+# 3. Start the backend with the -fedMonitoring flag and a port
+java -cp ./lib/*:./SystemDS.jar org.apache.sysds.api.DMLScript -fedMonitoring
8080
Review Comment:
Done.
##########
docs/site/federated-monitoring.md:
##########
@@ -0,0 +1,153 @@
+---
+layout: site
+title: Use SystemDS Federated Monitoring Software
+---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+
+## SystemDS Federated Monitoring Software
+
+### Introduction
+
+To monitor the federated infrastructure of SystemDS, a monitoring tool was
developed for this purpose.
+A general overview of the architecture can be seen in [**Figure 1**](figure-1).
+The monitoring tool consists of two separate decoupled modules, the Java-based
**monitoring backend** and
+the **monitoring frontend** developed in [Angular](https://angular.io/).
+
+**NOTE:** To work with the monitoring tool both the back- and frontend
services must be running!
+
+
+
+### Installation & Build
+
+#### 1. Monitoring Backend
+
+The required packages for SystemDS, can be found [here](./install.md).
+
+To install and build the packages for the backend, the usual process for
building and installing
+SystemDS is sufficient:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
+# 2. Compile SystemDS
+mvn clean package
+```
+
+#### 2. Monitoring Frontend
+
+Since the frontend is in **Angular v13**, a **node version 12/14/16** or later
minor version is required.
+
+Example **node and npm** installation for **Ubuntu 20.04**:
+```bash
+# Installation tutorial:
+# https://linuxize.com/post/how-to-install-node-js-on-ubuntu-20-04/
+
+# 1. Download and execute the NodeSource installation script
+curl -sL https://deb.nodesource.com/setup_14.x | sudo -E bash -
+# 2. Install Node.js and npm
+sudo apt install nodejs
+
+# 3. Verify installation ----
+node --version
+# Output
+# v14.2.0
+
+npm --version
+# Output
+# 6.14.4
+# ---------------------------
+```
+
+To install the npm packages required for the Angular app to run:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
+# 2. Go into the directory with the frontend app
+cd scripts/monitoring
+# 3. Install all npm packages
+npm install
+```
+After those steps all the packages needed for running the monitoring tool
should be installed.
+
+### Running
+
+Both back- and frontend applications are separate modules of the same tool,
they can be independently started and stopped.
+Since they are designed with loose decoupling in mind, the frontend can
integrate with different backends, and
+the backend can work with different frontends, provided that the format of the
data and the communication protocol is
+preserved.
+
+#### 1. Monitoring Backend
+
+To run the backend, use the `-fedMonitoring` flag followed by a `port`:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
Review Comment:
Done.
##########
docs/site/federated-monitoring.md:
##########
@@ -0,0 +1,153 @@
+---
+layout: site
+title: Use SystemDS Federated Monitoring Software
+---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+
+## SystemDS Federated Monitoring Software
+
+### Introduction
+
+To monitor the federated infrastructure of SystemDS, a monitoring tool was
developed for this purpose.
+A general overview of the architecture can be seen in [**Figure 1**](figure-1).
+The monitoring tool consists of two separate decoupled modules, the Java-based
**monitoring backend** and
+the **monitoring frontend** developed in [Angular](https://angular.io/).
+
+**NOTE:** To work with the monitoring tool both the back- and frontend
services must be running!
+
+
+
+### Installation & Build
+
+#### 1. Monitoring Backend
+
+The required packages for SystemDS, can be found [here](./install.md).
+
+To install and build the packages for the backend, the usual process for
building and installing
+SystemDS is sufficient:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
+# 2. Compile SystemDS
+mvn clean package
+```
+
+#### 2. Monitoring Frontend
+
+Since the frontend is in **Angular v13**, a **node version 12/14/16** or later
minor version is required.
+
+Example **node and npm** installation for **Ubuntu 20.04**:
+```bash
+# Installation tutorial:
+# https://linuxize.com/post/how-to-install-node-js-on-ubuntu-20-04/
+
+# 1. Download and execute the NodeSource installation script
+curl -sL https://deb.nodesource.com/setup_14.x | sudo -E bash -
+# 2. Install Node.js and npm
+sudo apt install nodejs
+
+# 3. Verify installation ----
+node --version
+# Output
+# v14.2.0
+
+npm --version
+# Output
+# 6.14.4
+# ---------------------------
+```
+
+To install the npm packages required for the Angular app to run:
+
+```bash
+# 1. Go into the directory of systemds
+cd /home/ubuntu/systemds
Review Comment:
Done.
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