diff --git a/cfsb-backend/DEA.py b/cfsb-backend/DEA.py
new file mode 100644
index 0000000..9518819
--- /dev/null
+++ b/cfsb-backend/DEA.py
@@ -0,0 +1,108 @@
+import numpy as np
+from scipy.optimize import linprog
+from scipy.stats import rankdata
+
+def perform_evaluation(data_table, wr_data,fog_nodes_titles):
+ criteria_list = list(data_table.keys())
+ criterion_index = {criterion: idx for idx, criterion in enumerate(criteria_list)}
+
+ # Initialize A and b for inequality constraints, and A_eq and b_eq for equality constraints
+ A = []
+ b = []
+ A_eq = []
+ b_eq = []
+
+ # Add data_table rows to A and b
+ for row_values in zip(*data_table.values()):
+ A.append(list(row_values))
+ b.extend([1] * len(A))
+
+ # Add weight restriction constraints to A or A_eq based on the operator
+ for constraint in wr_data:
+ lhs_index = criterion_index[constraint['LHSCriterion']]
+ rhs_index = criterion_index[constraint['RHSCriterion']]
+ intensity = constraint['Intense']
+
+ constraint_row = [0] * len(criteria_list)
+ if constraint['Operator'] == 1: # >=
+ constraint_row[lhs_index] = -1
+ constraint_row[rhs_index] = intensity
+ A.append(constraint_row)
+ b.append(0)
+ elif constraint['Operator'] == -1: # <=
+ constraint_row[lhs_index] = 1
+ constraint_row[rhs_index] = -intensity
+ A.append(constraint_row)
+ b.append(0)
+ elif constraint['Operator'] == 0: # equality
+ constraint_row[lhs_index] = -1
+ constraint_row[rhs_index] = intensity
+ A_eq.append(constraint_row)
+ b_eq.append(0)
+
+ # Convert lists to numpy arrays
+ A = np.array(A, dtype=float)
+ b = np.array(b, dtype=float)
+ A_eq = np.array(A_eq, dtype=float) if A_eq else None
+ b_eq = np.array(b_eq, dtype=float) if b_eq else None
+ # print(A)
+ # print(b)
+ # print(A_eq)
+ # print(b_eq)
+ num_of_dmus = len(next(iter(data_table.values())))
+ Cols_No = len(criteria_list)
+ DEA_Scores = []
+ epsilon = 0.0001 # Lower bound of the variables
+
+ # Iterating over each DMU to Perform DEA
+ for dmu_index in range(num_of_dmus):
+ # Gathering values for the current DMU
+ dmu_values = [values[dmu_index] for values in data_table.values()]
+
+ # Forming the objective function coefficients
+ c = -np.array(dmu_values)
+
+ # Bounds for each variable
+ bounds = [(epsilon, None) for _ in range(Cols_No)]
+
+ # Solve the problem
+ res = linprog(c, A_ub=A, b_ub=b, A_eq=A_eq, b_eq=b_eq, bounds=bounds, method='highs')
+
+ DEA_Scores.append(-res.fun if res.success else None)
+
+ # Rank the DEA scores using 'max' method for ties
+ DEA_Scores_Ranked = len(DEA_Scores) - rankdata(DEA_Scores, method='max') + 1
+
+ # Create a JSON object with titles, DEA scores, and ranks
+ results_json = [
+ {
+ "Title": fog_nodes_titles[i],
+ "DEA Score": DEA_Scores[i],
+ "Rank": int(DEA_Scores_Ranked[i])
+ }
+ for i in range(len(fog_nodes_titles))
+ ]
+
+ return results_json
+ # return DEA_Scores, DEA_Scores_Ranked
+
+# # Provided data
+# data_table = {
+# 'Provider Track record': [44.3, 37.53, 51.91, 86.56, 28.43],
+# 'Agility': [41.8, 53.69, 91.3, 84.72, 58.37],
+# 'Reputation': [2, 1, 3, 1, 3],
+# 'Brand Name': [71.39, 83.11, 20.72, 91.07, 89.49]
+# }
+#
+# wr_data = [
+# {'LHSCriterion': 'Reputation', 'Operator': 1, 'Intense': 2.5, 'RHSCriterion': 'Brand Name'},
+# {'LHSCriterion': 'Brand Name', 'Operator': -1, 'Intense': 3, 'RHSCriterion': 'Agility'},
+# {'LHSCriterion': 'Brand Name', 'Operator': 0, 'Intense': 2, 'RHSCriterion': 'Provider Track record'}
+# ]
+#
+# fog_nodes_titles = ['Fog Node 1', 'Fog Node 2', 'Fog Node 3', 'Fog Node 4', 'Fog Node 5']
+#
+# Evaluation_JSON = perform_evaluation(data_table, wr_data,fog_nodes_titles)
+# print(Evaluation_JSON)
+# # print("DEA Scores:", DEA_Scores)
+# # print("Ranked DEA Scores:", DEA_Scores_Ranked)
diff --git a/cfsb-backend/Dockerfile b/cfsb-backend/Dockerfile
new file mode 100644
index 0000000..c6805d9
--- /dev/null
+++ b/cfsb-backend/Dockerfile
@@ -0,0 +1,17 @@
+#
+FROM python:3.10
+
+#
+WORKDIR /code
+
+#
+COPY ./requirements.txt /code/requirements.txt
+
+#
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+#
+COPY ./ /code
+
+#
+CMD [ "python3", "-m" , "flask", "run", "--host=0.0.0.0", "--port", "8001"]
\ No newline at end of file
diff --git a/cfsb-backend/README.md b/cfsb-backend/README.md
new file mode 100644
index 0000000..7f7c59d
--- /dev/null
+++ b/cfsb-backend/README.md
@@ -0,0 +1,24 @@
+# FogBrokerBack
+
+Backend service providing criteria data
+
+## Installation
+
+Install requirements uning [pip](https://pip.pypa.io/en/stable/).
+
+```bash
+pip install -r requirements.txt
+```
+
+## Usage
+
+```bash
+flask --app app.py run
+```
+# Endpoints
+
+#### returns the criteria in hierarchical list
+/get_hierarchical_category_list
+
+#### accepts and returns the selected cireteria
+/process_selected_items
diff --git a/cfsb-backend/app.py b/cfsb-backend/app.py
new file mode 100644
index 0000000..b06fc96
--- /dev/null
+++ b/cfsb-backend/app.py
@@ -0,0 +1,183 @@
+from flask import Flask, request, jsonify, render_template
+from flask_cors import CORS, cross_origin
+# import read_file
+import get_data as file
+import random
+import json
+import data_types as attr_data_types
+from DEA import perform_evaluation
+from data_types import get_attr_data_type
+
+app = Flask(__name__)
+CORS(app) # This enables CORS for all routes
+# CORS(app, resources={r"/api/*": {"origins": "http://localhost:8080"}})
+
+# Store evaluation results globally
+evaluation_results_global = {}
+criteria_titles = []
+
+# Global variable for the number of rows
+NUMBER_OF_FOG_NODES = 7
+def create_fog_node_titles(NUMBER_OF_FOG_NODES):
+ return [f"Fog Node {i+1}" for i in range(NUMBER_OF_FOG_NODES)]
+
+FOG_NODES_TITLES = create_fog_node_titles(NUMBER_OF_FOG_NODES)
+
+
+# List of items with Ordinal Data
+Ordinal_Variables = ['attr-reputation', 'attr-assurance']
+NoData_Variables = ['attr-security', 'attr-performance-capacity', 'attr-performance-suitability']
+Cont_Variables = ['attr-performance', 'attr-financial', 'attr-performance-capacity-memory',
+ 'attr-performance-capacity-memory-speed']
+
+# TODO boolean vars random choice generate
+#Bool_Variables = []
+
+@app.route('/get_hierarchical_category_list')
+def get_hierarchical_category_list():
+ data = file.get_level_1_items()
+ # TODO order by something
+ return jsonify(data)
+
+
+# Receives the Selected Criteria and Generates data
+@app.route('/process_selected_items', methods=['POST'])
+def process_selected_items():
+ try:
+ data = request.json
+ selected_items = data.get('selectedItems', [])
+ global criteria_titles
+ criteria_titles = [file.get_subject_data(file.SMI_prefix + item)["title"] for item in selected_items]
+
+ # Generate random values for each selected item
+ grid_data = {}
+
+ for item in selected_items:
+ item_data = {}
+ item_data["data_type"] = get_attr_data_type(item)
+ if item in Ordinal_Variables:
+ # grid_data[item] = [random.choice(["High", "Medium", "Low"]) for _ in range(NUMBER_OF_FOG_NODES)]
+ item_data["data_values"] = [random.choice(["High", "Medium", "Low"]) for _ in
+ range(NUMBER_OF_FOG_NODES)]
+ item_data_dict = file.get_subject_data(file.SMI_prefix + item)
+ item_data["title"] = item_data_dict["title"]
+ elif item in NoData_Variables:
+ # Leave blank for this items
+ item_data["data_values"] = ['' for _ in range(NUMBER_OF_FOG_NODES)]
+ item_data_dict = file.get_subject_data(file.SMI_prefix + item)
+ item_data["title"] = item_data_dict["title"]
+ elif item in Cont_Variables:
+ # grid_data[item] = [round(random.uniform(50.5, 312.3), 2) for _ in range(NUMBER_OF_FOG_NODES)]
+ item_data["data_values"] = [round(random.uniform(50.5, 312.3), 2) for _ in range(NUMBER_OF_FOG_NODES)]
+ item_data_dict = file.get_subject_data(file.SMI_prefix + item)
+ item_data["title"] = item_data_dict["title"]
+ else:
+ # Default data generation for other items
+ # grid_data[item] = [round(random.uniform(1, 100), 2) for _ in range(NUMBER_OF_FOG_NODES)]
+ item_data["data_values"] = [round(random.uniform(1, 100), 2) for _ in range(NUMBER_OF_FOG_NODES)]
+ item_data_dict = file.get_subject_data(file.SMI_prefix + item)
+ item_data["title"] = item_data_dict["title"]
+ grid_data[item] = item_data
+
+ return jsonify({'success': True, 'gridData': grid_data})
+ except Exception as e:
+ return jsonify({'success': False, 'error': str(e)}), 500
+
+
+@app.route('/show_selected_items/<items>')
+@cross_origin()
+def show_selected_items(items):
+ return render_template('selected_items.html', items=items.split(','))
+
+
+@app.route('/get-criteria-titles', methods=['GET'])
+def get_criteria_titles():
+ return jsonify(criteria_titles)
+
+
+@app.route('/get-fog-nodes-titles', methods=['GET'])
+def get_fog_nodes_titles():
+ return jsonify(FOG_NODES_TITLES)
+
+
+# # Process the Grid Data and the WR Data
+# @app.route('/process-evaluation-data', methods=['POST'])
+# def process_evaluation_data():
+# global evaluation_results_global
+# try:
+# data = request.get_json()
+# data_table, wr_data = transform_grid_data_to_table(data)
+# print(data_table)
+# print(wr_data)
+# evaluation_results_global = perform_evaluation(data_table, wr_data,FOG_NODES_TITLES)
+# return jsonify({'status': 'success', 'message': 'Evaluation completed successfully'})
+# except Exception as e:
+# app.logger.error(f"Error processing evaluation data: {str(e)}")
+# return jsonify({'status': 'error', 'message': str(e)}), 500
+
+@app.route('/process-evaluation-data', methods=['POST'])
+def process_evaluation_data():
+ global evaluation_results_global
+ try:
+ # Log the incoming request data
+ request_data = request.get_data(as_text=True)
+ app.logger.info(f"Received data: {request_data}")
+
+ data = request.get_json()
+ if data is None:
+ raise ValueError("Received data is not in JSON format or 'Content-Type' header is not set to 'application/json'")
+
+ app.logger.info(f"Parsed JSON data: {data}")
+
+ data_table, wr_data = transform_grid_data_to_table(data)
+ app.logger.info(f"Data table: {data_table}, WR data: {wr_data}")
+
+ evaluation_results_global = perform_evaluation(data_table, wr_data, FOG_NODES_TITLES)
+ return jsonify({'status': 'success', 'message': 'Evaluation completed successfully'})
+ except Exception as e:
+ error_message = str(e)
+ app.logger.error(f"Error processing evaluation data: {error_message}")
+ return jsonify({'status': 'error', 'message': error_message}), 500
+
+
+def transform_grid_data_to_table(json_data):
+ grid_data = json_data.get('gridData', {}).get('gridData', {})
+ wr_data = json_data.get('wrData', [])
+
+ # if not wr_data:
+ # # return a default value
+ # wr_data = default_wr_data()
+
+ data_table = {}
+ row_count = None
+
+ # Mapping for ordinal values
+ ordinal_value_mapping = {"High": 3, "Medium": 2, "Low": 1}
+ boolean_value_mapping = {"True": 2, "False": 1}
+
+ for key, value in grid_data.items():
+ title = value.get('title')
+ data_values = value.get('data_values', [])
+
+ # Replace ordinal values with their numeric counterparts
+ numeric_data_values = [ordinal_value_mapping.get(val, val) for val in data_values]
+
+ # Initialize row_count if not set
+ if row_count is None:
+ row_count = len(numeric_data_values)
+
+ if len(numeric_data_values) != row_count:
+ raise ValueError(f"Inconsistent row count for {title}")
+
+ data_table[title] = numeric_data_values
+
+ return data_table, wr_data
+
+
+# Endpoint to transfer the results to Results.vue
+@app.route('/get-evaluation-results', methods=['GET'])
+def get_evaluation_results():
+ return jsonify(evaluation_results_global)
+
+if __name__ == '__main__':
+ app.run(debug=True)
diff --git a/cfsb-backend/app_HierList.py b/cfsb-backend/app_HierList.py
new file mode 100644
index 0000000..3a3084a
--- /dev/null
+++ b/cfsb-backend/app_HierList.py
@@ -0,0 +1,88 @@
+from flask import Flask, request, jsonify, render_template, redirect, url_for
+from flask_cors import CORS, cross_origin
+import json
+app = Flask(__name__, template_folder='templates')
+#app = Flask(__name__)
+CORS(app)
+#CORS(app, resources={r"/get_hierarchical_category_list": {"origins": "http://localhost:8080"}})
+
+
+hierarchy_data = hierarchical_list = [
+ {
+ "name": "Level 1 - Item 1",
+ "children": [
+ {
+ "name": "Level 2 - Item 1.1",
+ "children": [
+ {"name": "Level 3 - Item 1.1.1"},
+ {"name": "Level 3 - Item 1.1.2"},
+ ],
+ },
+ {
+ "name": "Level 2 - Item 1.2",
+ "children": [
+ {"name": "Level 3 - Item 1.2.1"},
+ {"name": "Level 3 - Item 1.2.2"},
+ ],
+ },
+ ],
+ },
+ {
+ "name": "Level 1 - Item 2",
+ "children": [
+ {
+ "name": "Level 2 - Item 2.1",
+ "children": [
+ {"name": "Level 3 - Item 2.1.1"},
+ {"name": "Level 3 - Item 2.1.2"},
+ ],
+ },
+ {
+ "name": "Level 2 - Item 2.2",
+ "children": [
+ {"name": "Level 3 - Item 2.2.1"},
+ {"name": "Level 3 - Item 2.2.2"},
+ ],
+ },
+ ],
+ },
+ # Add more items as needed
+]
+
+# print(json.dumps(hierarchical_list, indent=2))
+'''
+def traverse_hierarchy(node, selected_items, required_count):
+ if node['name'] in selected_items:
+ required_count -= 1
+ for child in node.get('children', []):
+ required_count = traverse_hierarchy(child, selected_items, required_count)
+ return required_count
+'''
+@app.route('/get_hierarchical_category_list')
+def get_hierarchical_category_list():
+ return jsonify(hierarchy_data)
+
+@app.route('/process_selected_items', methods=['POST'])
+def process_selected_items():
+ try:
+ data = request.get_json()
+ selected_items = data.get('selectedItems', [])
+
+ # Print selected items for debugging
+ print("Selected Items:", selected_items)
+
+ # Continue processing the selected items
+ # For example, you can print or process the selected items here
+
+ # Redirect to the show_selected_items route
+ return redirect(url_for('show_selected_items', items=','.join(selected_items)))
+ except Exception as e:
+ return jsonify({'success': False, 'error': str(e)}), 500
+
+@app.route('/show_selected_items/<items>')
+@cross_origin()
+def show_selected_items(items):
+ return render_template('selected_items.html', items=items.split(','))
+
+if __name__ == '__main__':
+ app.run(debug=True)
\ No newline at end of file
diff --git a/cfsb-backend/assets/Preferences_Model.ttl b/cfsb-backend/assets/Preferences_Model.ttl
new file mode 100644
index 0000000..ce72ef5
--- /dev/null
+++ b/cfsb-backend/assets/Preferences_Model.ttl
@@ -0,0 +1,1302 @@
+@prefix smi: <https://www.nebulouscloud.eu/smi#> .
+@prefix attr: <https://www.nebulouscloud.eu/smi/SMI-OBJECT#> .
+@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
+@prefix dcterms: <http://purl.org/dc/terms/> .
+@prefix dc: <http://purl.org/dc/elements/1.1/> .
+
+attr:attr-root a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-root" ;
+ dcterms:created "1900-01-01T00:07:48Z"^^xsd:dateTime ;
+ dcterms:description "This model encapsulates all the necessary user preference indicators that will allow for comparisons between cloud continuum resources, in the NebulOuS Cloud/Fog Service Broker. It involves the reuse, extension and proper adjustment of mainly the Service Measurement Index (SMI) (CSMIC, 2013) and the Broker@Cloud preferences model (Patiniotakis et al., 2015) that have been introduced for capturing preferences over cloud services." ;
+ dcterms:identifier "attr-root" ;
+ dcterms:modified "2023-11-23T14:40:11.988Z"^^xsd:dateTime ;
+ dcterms:title "Cloud Continuum Preferences Model" .
+
+attr:attr-reputation-brand-name
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-brand-name" ;
+ dcterms:created "2014-05-23T18:34:52Z"^^xsd:dateTime ;
+ dcterms:description "It is the linguistic expression of the reputation of the provider as perceived by its users" ;
+ dcterms:identifier "attr-reputation-brand-name" ;
+ dcterms:modified "2023-11-23T14:33:41.804Z"^^xsd:dateTime ;
+ dcterms:title "Brand Name" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-reputation a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation" ;
+ dcterms:created "2014-05-23T18:21:41Z"^^xsd:dateTime ;
+ dcterms:description "It is related to the reputation of the provider and of the cloud continuum resource offerings that are provided or that have been provided in the past." ;
+ dcterms:identifier "attr-reputation" ;
+ dcterms:modified "2023-11-23T11:39:30.397Z"^^xsd:dateTime ;
+ dcterms:title "Reputation" ;
+ skos:broader attr:attr-root .
+
+attr:attr-performance-suitability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-suitability" ;
+ dcterms:created "2014-07-18T12:02:58Z"^^xsd:dateTime ;
+ dcterms:description "How closely do the capabilities of the resource match the needs of the user." ;
+ dcterms:identifier "attr-performance-suitability" ;
+ dcterms:modified "2023-11-23T14:14:08.532Z"^^xsd:dateTime ;
+ dcterms:title "Suitability" ;
+ skos:broader attr:attr-performance .
+
+attr:attr-performance
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance" ;
+ dcterms:created "2014-05-23T18:20:08Z"^^xsd:dateTime ;
+ dcterms:description "It covers the features and functions of the provided resources" ;
+ dcterms:identifier "attr-performance" ;
+ dcterms:modified "2023-11-23T11:38:45.121Z"^^xsd:dateTime ;
+ dcterms:title "Performance" ;
+ skos:broader attr:attr-root .
+
+attr:attr-assurance-serviceability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-serviceability" ;
+ dcterms:created "2014-05-23T18:28:31Z"^^xsd:dateTime ;
+ dcterms:description "The ease and efficiency of performing maintenance and correcting problems with the resource." ;
+ dcterms:identifier "attr-assurance-serviceability" ;
+ dcterms:modified "2023-11-23T13:58:32.12Z"^^xsd:dateTime ;
+ dcterms:title "Serviceability" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-reputation-sustainability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-sustainability" ;
+ dcterms:created "2014-07-18T13:34:01Z"^^xsd:dateTime ;
+ dcterms:description "The impact on the economy, society and the environment of a certain provider." ;
+ dcterms:identifier "attr-reputation-sustainability" ;
+ dcterms:modified "2023-11-23T14:36:32.058Z"^^xsd:dateTime ;
+ dcterms:title "Sustainability" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-security-data-geographic-political
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-data-geographic-political" ;
+ dcterms:created "2014-07-18T12:52:25Z"^^xsd:dateTime ;
+ dcterms:description "The user's constraints on resource location based on geography or politics." ;
+ dcterms:identifier "attr-security-data-geographic-political" ;
+ dcterms:modified "2023-11-23T14:23:06.007Z"^^xsd:dateTime ;
+ dcterms:title "Data Geographic/Political" ;
+ skos:broader attr:attr-security .
+
+attr:attr-security a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security" ;
+ dcterms:created "2014-05-23T18:21:05Z"^^xsd:dateTime ;
+ dcterms:description "It indicates the effectiveness of a provider's controls on access to resources, data, and the physical facilities from which resources are provided." ;
+ dcterms:identifier "attr-security" ;
+ dcterms:modified "2023-11-23T14:21:43.655Z"^^xsd:dateTime ;
+ dcterms:title "Security and Privacy" ;
+ skos:broader attr:attr-root .
+
+attr:attr-accountability-personnel-requirements
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-personnel-requirements" ;
+ dcterms:created "2014-07-18T07:36:10Z"^^xsd:dateTime ;
+ dcterms:description "The extent to which provider personnel have the skills, experience, education, and certifications required to effectively offer and maintain a cloud continuum resource." ;
+ dcterms:identifier "attr-accountability-personnel-requirements" ;
+ dcterms:modified "2023-11-23T14:20:59.228Z"^^xsd:dateTime ;
+ dcterms:title "Provider Personnel Requirements" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-accountability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability" ;
+ dcterms:created "1970-01-01T00:00:00Z"^^xsd:dateTime ;
+ dcterms:description "Measures the properties related to the cloud continuum resource provider " ;
+ dcterms:identifier "attr-accountability" ;
+ dcterms:modified "2023-11-23T11:37:45.402Z"^^xsd:dateTime ;
+ dcterms:title "Accountability" ;
+ skos:broader attr:attr-root .
+
+attr:attr-accountability-compliance
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-compliance" ;
+ dcterms:created "2014-07-18T07:30:22Z"^^xsd:dateTime ;
+ dcterms:description "It examines whether or not, standards, processes, and policies committed to by the provider, are followed." ;
+ dcterms:identifier "attr-accountability-compliance" ;
+ dcterms:modified "2023-11-23T11:49:44.192Z"^^xsd:dateTime ;
+ dcterms:title "Compliance" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-accountability-personnel-requirements-technical-competency-of-support
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-personnel-requirements-technical-competency-of-support" ;
+ dcterms:created "2014-07-18T07:36:47Z"^^xsd:dateTime ;
+ dcterms:identifier "attr-accountability-personnel-requirements-technical-competency-of-support" ;
+ dcterms:modified "2023-11-23T11:53:16.264Z"^^xsd:dateTime ;
+ dcterms:title "Technical competency w.r.t resources hardware" ;
+ skos:broader attr:attr-accountability-personnel-requirements .
+
+attr:attr-assurance-availability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-availability" ;
+ dcterms:created "2014-05-23T18:27:57Z"^^xsd:dateTime ;
+ dcterms:description "The amount of time that a user can make use of a service." ;
+ dcterms:identifier "attr-assurance-availability" ;
+ dcterms:modified "2023-11-23T13:55:45.154Z"^^xsd:dateTime ;
+ dcterms:title "Availability" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-assurance a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance" ;
+ dcterms:created "2014-05-23T18:16:36Z"^^xsd:dateTime ;
+ dcterms:description "Indicates how likely it is that the service will be available as specified" ;
+ dcterms:identifier "attr-assurance" ;
+ dcterms:modified "2023-11-23T11:38:19.703Z"^^xsd:dateTime ;
+ dcterms:title "Assurance" ;
+ skos:broader attr:attr-root .
+
+attr:attr-reputation-sustainability-societal-impact
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-sustainability-societal-impact" ;
+ dcterms:created "2014-07-18T13:35:01Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-reputation-sustainability-societal-impact" ;
+ dcterms:modified "2014-07-18T13:35:01Z"^^xsd:dateTime ;
+ dcterms:title "Societal impact" ;
+ skos:broader attr:attr-reputation-sustainability .
+
+attr:attr-performance-capacity-memory-speed
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity-memory-speed" ;
+ dcterms:created "2014-07-18T11:57:47Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-performance-capacity-memory-speed" ;
+ dcterms:modified "2014-07-18T11:57:47Z"^^xsd:dateTime ;
+ dcterms:title "Memory Speed" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:attr-performance-capacity
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity" ;
+ dcterms:created "2014-07-18T11:42:01Z"^^xsd:dateTime ;
+ dcterms:description "The maximum number of resources that a provider can deliver while meeting agreed SLAs." ;
+ dcterms:identifier "attr-performance-capacity" ;
+ dcterms:modified "2023-11-23T14:05:35.838Z"^^xsd:dateTime ;
+ dcterms:title "Capacity" ;
+ skos:broader attr:attr-performance .
+
+attr:attr-security-proactive-threat-vulnerability-management
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-proactive-threat-vulnerability-management" ;
+ dcterms:created "2014-07-18T12:55:12Z"^^xsd:dateTime ;
+ dcterms:description "Mechanisms in place to ensure that the resource is protected against known recurring threats as well as new evolving vulnerabilities." ;
+ dcterms:identifier "attr-security-proactive-threat-vulnerability-management" ;
+ dcterms:modified "2023-11-23T14:24:22.839Z"^^xsd:dateTime ;
+ dcterms:title "Proactive Threat & Vulnerability Management" ;
+ skos:broader attr:attr-security .
+
+attr:attr-assurance-serviceability-type-of-support
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-serviceability-type-of-support" ;
+ dcterms:created "2014-05-23T21:30:19+03:00"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-assurance-serviceability-type-of-support" ;
+ dcterms:modified "2014-05-23T21:30:19+03:00"^^xsd:dateTime ;
+ dcterms:title "Type of Support" ;
+ skos:broader attr:attr-assurance-serviceability .
+
+attr:attr-assurance-reliability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-reliability" ;
+ dcterms:created "2014-07-18T08:53:48Z"^^xsd:dateTime ;
+ dcterms:description "It reflects measures of how a resource operates without failure under given conditions during a given time period." ;
+ dcterms:identifier "attr-assurance-reliability" ;
+ dcterms:modified "2023-11-23T13:56:52.072Z"^^xsd:dateTime ;
+ dcterms:title "Reliability" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-performance-capacity-clock-speed
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity-clock-speed" ;
+ dcterms:created "2014-07-18T11:56:52Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-performance-capacity-clock-speed" ;
+ dcterms:modified "2014-07-18T11:56:52Z"^^xsd:dateTime ;
+ dcterms:title "Clock Speed" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:attr-usability-client-personnel-requirements
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-client-personnel-requirements" ;
+ dcterms:created "2014-07-18T13:00:27Z"^^xsd:dateTime ;
+ dcterms:description "The minimum number of personnel satisfying roles, skills, experience, education, and certification required of the user to effectively access and utilize a resource." ;
+ dcterms:identifier "attr-usability-client-personnel-requirements" ;
+ dcterms:modified "2023-11-23T14:29:32.154Z"^^xsd:dateTime ;
+ dcterms:title "Client Personnel Requirements" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-usability a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability" ;
+ dcterms:created "2014-07-18T12:58:49Z"^^xsd:dateTime ;
+ dcterms:description "It is related to the ease with which a resource can be used" ;
+ dcterms:identifier "attr-usability" ;
+ dcterms:modified "2023-11-23T11:39:18.385Z"^^xsd:dateTime ;
+ dcterms:title "Usability" ;
+ skos:broader attr:attr-root .
+
+attr:attr-security-management
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-management" ;
+ dcterms:created "2014-07-18T12:56:50Z"^^xsd:dateTime ;
+ dcterms:description "The capabilities of providers to ensure network, data and infrastructure security based on the security requirements of the user." ;
+ dcterms:identifier "attr-security-management" ;
+ dcterms:modified "2023-11-23T14:25:15.572Z"^^xsd:dateTime ;
+ dcterms:title "Security Management" ;
+ skos:broader attr:attr-security .
+
+attr:attr-performance-capacity-memory
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity-memory" ;
+ dcterms:created "2014-07-18T11:57:29Z"^^xsd:dateTime ;
+ dcterms:identifier "attr-performance-capacity-memory" ;
+ dcterms:modified "2023-11-23T14:06:48.606Z"^^xsd:dateTime ;
+ dcterms:title "Memory Size" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:attr-security-physical-environmental-security
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-physical-environmental-security" ;
+ dcterms:created "2014-07-18T12:54:37Z"^^xsd:dateTime ;
+ dcterms:description "Policies and processes in use by the provider to protect the provider facilities and physical resources from unauthorized access, damage or interference." ;
+ dcterms:identifier "attr-security-physical-environmental-security" ;
+ dcterms:modified "2023-11-23T14:24:06.408Z"^^xsd:dateTime ;
+ dcterms:title "Physical & Environmental Security" ;
+ skos:broader attr:attr-security .
+
+attr:attr-security-proactive-threat-vulnerability-management-firewall-utm
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-proactive-threat-vulnerability-management-firewall-utm" ;
+ dcterms:created "2014-07-18T12:55:50Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-security-proactive-threat-vulnerability-management-firewall-utm" ;
+ dcterms:modified "2014-07-18T12:55:50Z"^^xsd:dateTime ;
+ dcterms:title "Firewall (UTM-unified threat management)" ;
+ skos:broader attr:attr-security-proactive-threat-vulnerability-management .
+
+attr:attr-assurance-service-stability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-service-stability" ;
+ dcterms:created "2014-05-23T18:28:13Z"^^xsd:dateTime ;
+ dcterms:description "The degree to which the resource is resistant to (network) change, deterioration, or displacement." ;
+ dcterms:identifier "attr-assurance-service-stability" ;
+ dcterms:modified "2023-11-23T13:58:15.633Z"^^xsd:dateTime ;
+ dcterms:title "Service Stability" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-security-data-privacy-loss
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-data-privacy-loss" ;
+ dcterms:created "2014-07-18T12:53:42Z"^^xsd:dateTime ;
+ dcterms:description "User restrictions on access and use of data are enforced by the provider. Any failures of these protection measures are promptly detected and reported to the user." ;
+ dcterms:identifier "attr-security-data-privacy-loss" ;
+ dcterms:modified "2023-11-23T14:23:38.32Z"^^xsd:dateTime ;
+ dcterms:title "Data Privacy & Data Loss" ;
+ skos:broader attr:attr-security .
+
+attr:attr-financial-cost-operation-cost
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-cost-operation-cost" ;
+ dcterms:created "2014-05-23T18:32:03Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-financial-cost-operation-cost" ;
+ dcterms:modified "2014-07-18T09:25:18Z"^^xsd:dateTime ;
+ dcterms:title "Operating cost" ;
+ skos:broader attr:attr-financial-cost .
+
+attr:attr-financial-cost
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-cost" ;
+ dcterms:created "2014-05-23T18:19:47Z"^^xsd:dateTime ;
+ dcterms:description "The user’s cost to exploit a cloud continuum resource over time. This includes the cost of data migration, along with recurring costs (e.g., monthly access fees) and usage based costs." ;
+ dcterms:identifier "attr-financial-cost" ;
+ dcterms:modified "2023-11-23T14:03:11.63Z"^^xsd:dateTime ;
+ dcterms:title "Cost" ;
+ skos:broader attr:attr-financial .
+
+attr:attr-security-management-encrypted-storage
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-management-encrypted-storage" ;
+ dcterms:created "2014-07-18T15:57:10+03:00"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-security-management-encrypted-storage" ;
+ dcterms:modified "2014-07-18T15:57:10+03:00"^^xsd:dateTime ;
+ dcterms:title "Encrypted Storage" ;
+ skos:broader attr:attr-security-management .
+
+attr:attr-reputation-ease-of-doing-business
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-ease-of-doing-business" ;
+ dcterms:created "2014-07-18T13:32:31Z"^^xsd:dateTime ;
+ dcterms:description "Users’ satisfaction with the ability to do business with a certain provider." ;
+ dcterms:identifier "attr-reputation-ease-of-doing-business" ;
+ dcterms:modified "2023-11-23T14:35:17.092Z"^^xsd:dateTime ;
+ dcterms:title "Ease of doing business" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-agility-adaptability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-adaptability" ;
+ dcterms:created "2014-07-18T08:13:04Z"^^xsd:dateTime ;
+ dcterms:description "The ability of the provider to adjust to changes in user requirements." ;
+ dcterms:identifier "attr-agility-adaptability" ;
+ dcterms:modified "2023-11-23T13:46:15.718Z"^^xsd:dateTime ;
+ dcterms:title "Adaptability" ;
+ skos:broader attr:attr-agility .
+
+attr:attr-agility a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility" ;
+ dcterms:created "2014-05-23T18:20:44Z"^^xsd:dateTime ;
+ dcterms:description "Indicates the impact of a resource use upon a user's ability to change direction, strategy, or tactics quickly and with minimal disruption." ;
+ dcterms:identifier "attr-agility" ;
+ dcterms:modified "2023-11-23T11:38:04.567Z"^^xsd:dateTime ;
+ dcterms:title "Agility" ;
+ skos:broader attr:attr-root .
+
+attr:attr-security-access-control-privilege-management
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-access-control-privilege-management" ;
+ dcterms:created "2014-07-18T12:50:58Z"^^xsd:dateTime ;
+ dcterms:description "Policies and processes in use by the provider to ensure that only the provider and user personnel with appropriate role/reasons to access a resource may do so." ;
+ dcterms:identifier "attr-security-access-control-privilege-management" ;
+ dcterms:modified "2023-11-23T14:22:09.413Z"^^xsd:dateTime ;
+ dcterms:title "Access Control & Privilege Management" ;
+ skos:broader attr:attr-security .
+
+attr:attr-usability-installability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-installability" ;
+ dcterms:created "2014-07-18T13:23:17Z"^^xsd:dateTime ;
+ dcterms:description "Installability characterizes the time and effort required to get a resource ready for use." ;
+ dcterms:identifier "attr-usability-installability" ;
+ dcterms:modified "2023-11-23T14:29:49.794Z"^^xsd:dateTime ;
+ dcterms:title "Installability" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-security-retention-disposition
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-retention-disposition" ;
+ dcterms:created "2014-07-18T12:56:25Z"^^xsd:dateTime ;
+ dcterms:description "The provider’s data retention and disposition processes meet the users' requirements." ;
+ dcterms:identifier "attr-security-retention-disposition" ;
+ dcterms:modified "2023-11-23T14:24:56.997Z"^^xsd:dateTime ;
+ dcterms:title "Retention/Disposition" ;
+ skos:broader attr:attr-security .
+
+attr:attr-accountability-governance
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-governance" ;
+ dcterms:created "2014-07-18T07:31:58Z"^^xsd:dateTime ;
+ dcterms:description "The processes used by the provider to manage user expectations, issues and perceived performance." ;
+ dcterms:identifier "attr-accountability-governance" ;
+ dcterms:modified "2023-11-23T11:50:02.21Z"^^xsd:dateTime ;
+ dcterms:title "Governance" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-reputation-provider-ethicality
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-provider-ethicality" ;
+ dcterms:created "2014-07-18T13:33:42Z"^^xsd:dateTime ;
+ dcterms:description "Ethicality refers to the manner in which the provider conducts business; it includes business practices and ethics outside the scope of regulatory compliance. It also includes fair practices with suppliers, customers, and employees" ;
+ dcterms:identifier "attr-reputation-provider-ethicality" ;
+ dcterms:modified "2023-11-23T14:36:18.404Z"^^xsd:dateTime ;
+ dcterms:title "Provider Ethicality" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-financial-agility
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-agility" ;
+ dcterms:created "2014-07-18T09:41:28Z"^^xsd:dateTime ;
+ dcterms:description "The flexibility and elasticity of the financial aspects of the provider’s resources" ;
+ dcterms:identifier "attr-financial-agility" ;
+ dcterms:modified "2023-11-23T14:04:08.73Z"^^xsd:dateTime ;
+ dcterms:title "Financial Agility" ;
+ skos:broader attr:attr-financial .
+
+attr:attr-financial a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial" ;
+ dcterms:created "2014-07-18T09:22:34Z"^^xsd:dateTime ;
+ dcterms:description "It is related to all the economic aspects related to using a cloud continuum resource" ;
+ dcterms:identifier "attr-financial" ;
+ dcterms:modified "2023-11-23T14:02:42.329Z"^^xsd:dateTime ;
+ dcterms:title "Financial" ;
+ skos:broader attr:attr-root .
+
+attr:attr-usability-understandability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-understandability" ;
+ dcterms:created "2014-07-18T13:25:06Z"^^xsd:dateTime ;
+ dcterms:description "The ease with which users can understand the capabilities and operation of the resource." ;
+ dcterms:identifier "attr-usability-understandability" ;
+ dcterms:modified "2023-11-23T14:31:03.143Z"^^xsd:dateTime ;
+ dcterms:title "Understandability" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-performance-capacity-storage-capacity
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity-storage-capacity" ;
+ dcterms:created "2014-07-18T11:58:03Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-performance-capacity-storage-capacity" ;
+ dcterms:modified "2014-07-18T11:58:03Z"^^xsd:dateTime ;
+ dcterms:title "Storage Capacity" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:attr-reputation-sustainability-economical-impact
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-sustainability-economical-impact" ;
+ dcterms:created "2014-07-18T13:34:41Z"^^xsd:dateTime ;
+ dcterms:identifier "attr-reputation-sustainability-economical-impact" ;
+ dcterms:modified "2023-11-23T14:36:42.81Z"^^xsd:dateTime ;
+ dcterms:title "Economic impact" ;
+ skos:broader attr:attr-reputation-sustainability .
+
+attr:attr-financial-structure
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-structure" ;
+ dcterms:created "2014-07-18T09:41:49Z"^^xsd:dateTime ;
+ dcterms:description "How responsive to the user's needs are the provider's pricing and billing components" ;
+ dcterms:identifier "attr-financial-structure" ;
+ dcterms:modified "2023-11-23T14:04:26.835Z"^^xsd:dateTime ;
+ dcterms:title "Financial Structure" ;
+ skos:broader attr:attr-financial .
+
+attr:attr-agility-elasticity
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-elasticity" ;
+ dcterms:created "2014-05-23T18:24:03Z"^^xsd:dateTime ;
+ dcterms:description "The ability of adjusting the offered resource capacity to meet demand (e.g., in cases that a fog resource had been partially made available to NebulOuS)." ;
+ dcterms:identifier "attr-agility-elasticity" ;
+ dcterms:modified "2023-11-23T13:46:34.109Z"^^xsd:dateTime ;
+ dcterms:title "Elasticity" ;
+ skos:broader attr:attr-agility .
+
+attr:attr-reputation-contracting-experience
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-contracting-experience" ;
+ dcterms:created "2014-07-18T13:31:30Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "Indicators of client effort and satisfaction with the process of entering into the agreements required to use a service" ;
+ dcterms:identifier "attr-reputation-contracting-experience" ;
+ dcterms:modified "2014-07-18T13:31:30Z"^^xsd:dateTime ;
+ dcterms:title "Contracting Experience" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-assurance-serviceability-support-satisfaction
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-serviceability-support-satisfaction" ;
+ dcterms:created "2014-05-23T18:30:36Z"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-assurance-serviceability-support-satisfaction" ;
+ dcterms:modified "2014-05-23T18:30:36Z"^^xsd:dateTime ;
+ dcterms:title "Support satisfaction" ;
+ skos:broader attr:attr-assurance-serviceability .
+
+attr:attr-security-management-encryption-type
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-management-encryption-type" ;
+ dcterms:created "2014-07-18T15:57:28+03:00"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-security-management-encryption-type" ;
+ dcterms:modified "2014-07-18T15:57:28+03:00"^^xsd:dateTime ;
+ dcterms:title "Encryption Type" ;
+ skos:broader attr:attr-security-management .
+
+attr:attr-security-access-control-privilege-management-authentication-schemes
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-access-control-privilege-management-authentication-schemes" ;
+ dcterms:created "2014-07-18T12:51:22Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-security-access-control-privilege-management-authentication-schemes" ;
+ dcterms:modified "2014-07-18T12:51:22Z"^^xsd:dateTime ;
+ dcterms:title "Supported authentication schemes" ;
+ skos:broader attr:attr-security-access-control-privilege-management .
+
+attr:attr-reputation-service-reputation
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-service-reputation" ;
+ dcterms:created "2014-05-23T18:35:14Z"^^xsd:dateTime ;
+ dcterms:description "It is the linguistic expression of the reputation of the cloud continuum resource as perceived by its users." ;
+ dcterms:identifier "attr-reputation-service-reputation" ;
+ dcterms:modified "2023-11-23T14:34:03.793Z"^^xsd:dateTime ;
+ dcterms:title "Resource Reputation" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-usability-operability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-operability" ;
+ dcterms:created "2014-07-18T13:24:11Z"^^xsd:dateTime ;
+ dcterms:description "The ability of a resource to be easily operated by users." ;
+ dcterms:identifier "attr-usability-operability" ;
+ dcterms:modified "2023-11-23T14:30:27.039Z"^^xsd:dateTime ;
+ dcterms:title "Operability" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-assurance-serviceability-os-support
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-serviceability-os-support" ;
+ dcterms:created "2014-07-18T09:14:14Z"^^xsd:dateTime ;
+ dcterms:identifier "attr-assurance-serviceability-os-support" ;
+ dcterms:modified "2023-11-23T14:00:32.187Z"^^xsd:dateTime ;
+ dcterms:title "Network Support" ;
+ skos:broader attr:attr-assurance-serviceability .
+
+attr:attr-assurance-resiliency-fault-tolerance
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-resiliency-fault-tolerance" ;
+ dcterms:created "2014-07-18T08:54:24Z"^^xsd:dateTime ;
+ dcterms:description "The ability of a resource to continue to operate properly in the event of a failure." ;
+ dcterms:identifier "attr-assurance-resiliency-fault-tolerance" ;
+ dcterms:modified "2023-11-23T13:57:54.303Z"^^xsd:dateTime ;
+ dcterms:title "Resiliency/Fault Tolerance" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-agility-flexibility
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-flexibility" ;
+ dcterms:created "2014-07-18T08:16:15Z"^^xsd:dateTime ;
+ dcterms:description "The ability to add or remove predefined features from a resource." ;
+ dcterms:identifier "attr-agility-flexibility" ;
+ dcterms:modified "2023-11-23T13:50:22.434Z"^^xsd:dateTime ;
+ dcterms:title "Flexibility" ;
+ skos:broader attr:attr-agility .
+
+attr:attr-agility-portability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-portability" ;
+ dcterms:created "2014-07-18T08:16:33Z"^^xsd:dateTime ;
+ dcterms:description "The ability of a user to easily move a service from one provider to another with minimal disruption." ;
+ dcterms:identifier "attr-agility-portability" ;
+ dcterms:modified "2023-11-23T13:50:48.632Z"^^xsd:dateTime ;
+ dcterms:title "Portability" ;
+ skos:broader attr:attr-agility .
+
+attr:attr-security-management-transport-security-guarantees
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-management-transport-security-guarantees" ;
+ dcterms:created "2015-09-08T07:42:33.043Z"^^xsd:dateTime ;
+ dcterms:identifier "attr-security-management-transport-security-guarantees" ;
+ dcterms:modified "2023-11-23T14:25:46.938Z"^^xsd:dateTime ;
+ dcterms:title "Transport Layer Security" ;
+ skos:broader attr:attr-security-management .
+
+attr:attr-financial-cost-data-inbound
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-cost-data-inbound" ;
+ dcterms:created "2014-05-23T18:32:20Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-financial-cost-data-inbound" ;
+ dcterms:modified "2014-07-18T09:25:29Z"^^xsd:dateTime ;
+ dcterms:title "Data - Inbound" ;
+ skos:broader attr:attr-financial-cost .
+
+attr:attr-reputation-sustainability-carbon-footprint
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-sustainability-carbon-footprint" ;
+ dcterms:created "2014-07-18T13:35:43Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-reputation-sustainability-carbon-footprint" ;
+ dcterms:modified "2014-07-18T13:35:43Z"^^xsd:dateTime ;
+ dcterms:title "Carbon footprint" ;
+ skos:broader attr:attr-reputation-sustainability .
+
+attr:attr-financial-billing-process
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-billing-process" ;
+ dcterms:created "2014-07-18T09:23:02Z"^^xsd:dateTime ;
+ dcterms:description "The level of integration that is available between the user and provider’s billing systems and the predictability of periodic bills." ;
+ dcterms:identifier "attr-financial-billing-process" ;
+ dcterms:modified "2023-11-23T14:02:56.694Z"^^xsd:dateTime ;
+ dcterms:title "Billing Process" ;
+ skos:broader attr:attr-financial .
+
+attr:attr-performance-capacity-storage-throughput
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity-storage-throughput" ;
+ dcterms:created "2014-07-18T11:58:20Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-performance-capacity-storage-throughput" ;
+ dcterms:modified "2014-07-18T11:58:20Z"^^xsd:dateTime ;
+ dcterms:title "Storage Throughput" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:attr-financial-cost-data-outbound
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-financial-cost-data-outbound" ;
+ dcterms:created "2014-05-23T18:32:35Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-financial-cost-data-outbound" ;
+ dcterms:modified "2014-07-18T09:25:36Z"^^xsd:dateTime ;
+ dcterms:title "Data - Outbound" ;
+ skos:broader attr:attr-financial-cost .
+
+attr:attr-assurance-recoverability-recovery-time
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-recoverability-recovery-time" ;
+ dcterms:created "2014-07-18T11:53:21+03:00"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-assurance-recoverability-recovery-time" ;
+ dcterms:modified "2014-07-18T11:53:21+03:00"^^xsd:dateTime ;
+ dcterms:title "Recovery Time" ;
+ skos:broader attr:attr-assurance-recoverability .
+
+attr:attr-assurance-recoverability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-recoverability" ;
+ dcterms:created "2014-07-18T08:48:56Z"^^xsd:dateTime ;
+ dcterms:description "It is the degree to which a resource is able to quickly resume a normal state of operation after an unplanned disruption." ;
+ dcterms:identifier "attr-assurance-recoverability" ;
+ dcterms:modified "2023-11-23T13:56:24.986Z"^^xsd:dateTime ;
+ dcterms:title "Recoverability" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-usability-reusability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-reusability" ;
+ dcterms:created "2014-07-18T13:25:27Z"^^xsd:dateTime ;
+ dcterms:description "How generic the resource interface is and how easy it is to be used in different cloud applications" ;
+ dcterms:identifier "attr-usability-reusability" ;
+ dcterms:modified "2023-11-23T14:33:28.753Z"^^xsd:dateTime ;
+ dcterms:title "Reusability" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-agility-elasticity-time
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-elasticity-time" ;
+ dcterms:created "2014-05-23T18:25:30Z"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-agility-elasticity-time" ;
+ dcterms:modified "2014-05-23T18:25:30Z"^^xsd:dateTime ;
+ dcterms:title "Time" ;
+ skos:broader attr:attr-agility-elasticity .
+
+attr:attr-accountability-certifications
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-certifications" ;
+ dcterms:created "2014-07-18T07:35:05Z"^^xsd:dateTime ;
+ dcterms:description "The provider maintains current certifications for standards relevant to their user' requirements." ;
+ dcterms:identifier "attr-accountability-certifications" ;
+ dcterms:modified "2023-11-23T11:50:53.22Z"^^xsd:dateTime ;
+ dcterms:title "Provider Certifications" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-assurance-maintainability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-maintainability" ;
+ dcterms:created "2014-07-18T08:48:37Z"^^xsd:dateTime ;
+ dcterms:description "It refers to the ability for the provider to make modifications to the resource to keep the offering in a condition of good repair." ;
+ dcterms:identifier "attr-assurance-maintainability" ;
+ dcterms:modified "2023-11-23T13:56:06.398Z"^^xsd:dateTime ;
+ dcterms:title "Maintainability" ;
+ skos:broader attr:attr-assurance .
+
+attr:attr-usability-learnability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-learnability" ;
+ dcterms:created "2014-07-18T13:23:48Z"^^xsd:dateTime ;
+ dcterms:description "The effort required of users to learn to access and use the resource." ;
+ dcterms:identifier "attr-usability-learnability" ;
+ dcterms:modified "2023-11-23T14:30:11.779Z"^^xsd:dateTime ;
+ dcterms:title "Learnability" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-accountability-contract-sla-verification
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-contract-sla-verification" ;
+ dcterms:created "2014-07-18T07:35:43Z"^^xsd:dateTime ;
+ dcterms:description "The provider makes available to users SLAs adequate to manage the resource offered and mitigate risks of device unavailability." ;
+ dcterms:identifier "attr-accountability-contract-sla-verification" ;
+ dcterms:modified "2023-11-23T11:52:18.615Z"^^xsd:dateTime ;
+ dcterms:title "Provider Contract/SLA Verification" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-security-data-integrity
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-data-integrity" ;
+ dcterms:created "2014-07-18T12:53:07Z"^^xsd:dateTime ;
+ dcterms:description "Keeping the data that is created, used, and stored in its correct form so that users may be confident that it is accurate and valid." ;
+ dcterms:identifier "attr-security-data-integrity" ;
+ dcterms:modified "2023-11-23T14:23:21.403Z"^^xsd:dateTime ;
+ dcterms:title "Data Integrity" ;
+ skos:broader attr:attr-security .
+
+attr:attr-reputation-provider-business-stability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-provider-business-stability" ;
+ dcterms:created "2014-07-18T13:33:22Z"^^xsd:dateTime ;
+ dcterms:description "The likelihood that a certain provider will continue to exist throughout the contracted term." ;
+ dcterms:identifier "attr-reputation-provider-business-stability" ;
+ dcterms:modified "2023-11-23T14:35:34.604Z"^^xsd:dateTime ;
+ dcterms:title "Provider business stability" ;
+ skos:broader attr:attr-reputation .
+
+attr:attr-assurance-serviceability-free-support
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-assurance-serviceability-free-support" ;
+ dcterms:created "2014-05-23T21:29:49+03:00"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-assurance-serviceability-free-support" ;
+ dcterms:modified "2014-05-23T21:29:49+03:00"^^xsd:dateTime ;
+ dcterms:title "Free Support" ;
+ skos:broader attr:attr-assurance-serviceability .
+
+attr:attr-accountability-auditability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-auditability" ;
+ dcterms:created "2014-07-18T07:29:34Z"^^xsd:dateTime ;
+ dcterms:description "The ability of a resource user to verify that the provider is adhering to the standards, processes, and policies that they follow." ;
+ dcterms:identifier "attr-accountability-auditability" ;
+ dcterms:modified "2023-11-23T11:49:27.182Z"^^xsd:dateTime ;
+ dcterms:title "Auditability" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-security-data-privacy-loss-audit-trailing
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-data-privacy-loss-audit-trailing" ;
+ dcterms:created "2014-07-18T15:54:00+03:00"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-security-data-privacy-loss-audit-trailing" ;
+ dcterms:modified "2014-07-18T15:54:00+03:00"^^xsd:dateTime ;
+ dcterms:title "Audit Trailing" ;
+ skos:broader attr:attr-security-data-privacy-loss .
+
+attr:attr-usability-transparency
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-usability-transparency" ;
+ dcterms:created "2014-07-18T13:24:46Z"^^xsd:dateTime ;
+ dcterms:description "The extent to which users are able to determine when changes in a feature of the resource occur and whether these changes impact usability." ;
+ dcterms:identifier "attr-usability-transparency" ;
+ dcterms:modified "2023-11-23T14:30:46.765Z"^^xsd:dateTime ;
+ dcterms:title "Transparency" ;
+ skos:broader attr:attr-usability .
+
+attr:attr-accountability-ownership
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-ownership" ;
+ dcterms:created "2014-07-18T07:34:26Z"^^xsd:dateTime ;
+ dcterms:description "The level of rights a user has over his/her data, and intellectual property associated with the use of a cloud continuum resource." ;
+ dcterms:identifier "attr-accountability-ownership" ;
+ dcterms:modified "2023-11-23T11:50:27.771Z"^^xsd:dateTime ;
+ dcterms:title "Ownership" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-security-access-control-privilege-management-rbac
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-security-access-control-privilege-management-rbac" ;
+ dcterms:created "2014-07-18T12:51:44Z"^^xsd:dateTime ;
+ dcterms:creator "" ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-security-access-control-privilege-management-rbac" ;
+ dcterms:modified "2014-07-18T12:51:44Z"^^xsd:dateTime ;
+ dcterms:title "Role based Access Control (RBAC)" ;
+ skos:broader attr:attr-security-access-control-privilege-management .
+
+attr:attr-accountability-supply-chain
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-accountability-supply-chain" ;
+ dcterms:created "2014-07-18T08:10:41Z"^^xsd:dateTime ;
+ dcterms:description "The provider ensures that any SLAs that must be supported by its suppliers are supported." ;
+ dcterms:identifier "attr-accountability-supply-chain" ;
+ dcterms:modified "2023-11-23T11:54:23.842Z"^^xsd:dateTime ;
+ dcterms:title "Provider Supply Chain" ;
+ skos:broader attr:attr-accountability .
+
+attr:attr-reputation-sustainability-energy-consumption
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-reputation-sustainability-energy-consumption" ;
+ dcterms:created "2014-07-18T16:35:29+03:00"^^xsd:dateTime ;
+ dcterms:description "" ;
+ dcterms:identifier "attr-reputation-sustainability-energy-consumption" ;
+ dcterms:modified "2014-07-18T16:35:29+03:00"^^xsd:dateTime ;
+ dcterms:title "Energy consumption" ;
+ skos:broader attr:attr-reputation-sustainability .
+
+attr:attr-performance-capacity-num-of-cores
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-capacity-num-of-cores" ;
+ dcterms:created "2014-07-18T11:42:21Z"^^xsd:dateTime ;
+ dcterms:identifier "attr-performance-capacity-num-of-cores" ;
+ dcterms:modified "2023-11-23T14:06:36.611Z"^^xsd:dateTime ;
+ dcterms:title "Number of CPU Cores" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:attr-agility-scalability
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-scalability" ;
+ dcterms:created "2014-07-18T08:16:59Z"^^xsd:dateTime ;
+ dcterms:description "The ability of a provider to increase or decrease the number of cloud continuum resources offered in a certain area to meet client requirements." ;
+ dcterms:identifier "attr-agility-scalability" ;
+ dcterms:modified "2023-11-23T13:51:19.581Z"^^xsd:dateTime ;
+ dcterms:title "Scalability" ;
+ skos:broader attr:attr-agility .
+
+attr:attr-performance-accuracy
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-performance-accuracy" ;
+ dcterms:created "2014-07-18T12:01:37Z"^^xsd:dateTime ;
+ dcterms:description "The extent to which a resource adheres to its requirements." ;
+ dcterms:identifier "attr-performance-accuracy" ;
+ dcterms:modified "2023-11-23T14:06:05.099Z"^^xsd:dateTime ;
+ dcterms:title "Accuracy" ;
+ skos:broader attr:attr-performance .
+
+attr:attr-agility-extensibility
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:attr-agility-extensibility" ;
+ dcterms:created "2014-07-18T08:13:55Z"^^xsd:dateTime ;
+ dcterms:description "The ability to add new features or services to existing offered resources." ;
+ dcterms:identifier "attr-agility-extensibility" ;
+ dcterms:modified "2023-11-23T13:48:24.873Z"^^xsd:dateTime ;
+ dcterms:title "Extensibility" ;
+ skos:broader attr:attr-agility .
+
+attr:78baf8b3-2d1d-4899-88ef-ca74990f07eb
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:78baf8b3-2d1d-4899-88ef-ca74990f07eb" ;
+ dcterms:created "2023-11-23T11:49:02.671Z"^^xsd:dateTime ;
+ dcterms:description "The level of provider support in case of resources malfunctions (e.g., High refers to the same day replacement of the faulty device)" ;
+ dcterms:identifier "78baf8b3-2d1d-4899-88ef-ca74990f07eb" ;
+ dcterms:modified "2023-11-23T11:49:02.671Z"^^xsd:dateTime ;
+ dcterms:title "Malfunctions Mitigation Support" ;
+ skos:broader attr:attr-accountability .
+
+attr:3f1319a2-95dc-43bb-854c-18d9035b5724
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:3f1319a2-95dc-43bb-854c-18d9035b5724" ;
+ dcterms:created "2023-11-23T11:53:31.442Z"^^xsd:dateTime ;
+ dcterms:identifier "3f1319a2-95dc-43bb-854c-18d9035b5724" ;
+ dcterms:modified "2023-11-23T11:53:31.442Z"^^xsd:dateTime ;
+ dcterms:title "Technical competency w.r.t network connectivity " ;
+ skos:broader attr:attr-accountability-personnel-requirements .
+
+attr:e0194a71-c2af-4ccf-b342-29db1a49a3d0
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:e0194a71-c2af-4ccf-b342-29db1a49a3d0" ;
+ dcterms:created "2023-11-23T13:44:39.726Z"^^xsd:dateTime ;
+ dcterms:description "The likelihood that a certain fog or edge resource leased to be used by an external user, can be moved away from its original physical location, during the contracting period. This can have either a positive (resource move based on the application requirements) or negative (unforeseen resource move) impact on the application and its agility." ;
+ dcterms:identifier "e0194a71-c2af-4ccf-b342-29db1a49a3d0" ;
+ dcterms:modified "2023-11-23T13:45:52.44Z"^^xsd:dateTime ;
+ dcterms:title "Moveability" ;
+ skos:broader attr:attr-agility .
+
+attr:16030149-6fd5-4066-ac80-8da605dc964f
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:16030149-6fd5-4066-ac80-8da605dc964f" ;
+ dcterms:created "2023-11-23T13:45:16.921Z"^^xsd:dateTime ;
+ dcterms:identifier "16030149-6fd5-4066-ac80-8da605dc964f" ;
+ dcterms:modified "2023-11-23T13:45:16.921Z"^^xsd:dateTime ;
+ dcterms:title "Desired Move Support" ;
+ skos:broader attr:e0194a71-c2af-4ccf-b342-29db1a49a3d0 .
+
+attr:e1591d3a-6665-4149-965c-32f3eb9e1c63
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:e1591d3a-6665-4149-965c-32f3eb9e1c63" ;
+ dcterms:created "2023-11-23T13:45:35.787Z"^^xsd:dateTime ;
+ dcterms:identifier "e1591d3a-6665-4149-965c-32f3eb9e1c63" ;
+ dcterms:modified "2023-11-23T13:45:35.787Z"^^xsd:dateTime ;
+ dcterms:title "Unforeseen Move Likelihood" ;
+ skos:broader attr:e0194a71-c2af-4ccf-b342-29db1a49a3d0 .
+
+attr:fd871ec6-d953-430d-a354-f13c66fa8bc9
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:fd871ec6-d953-430d-a354-f13c66fa8bc9" ;
+ dcterms:created "2023-11-23T13:47:32.127Z"^^xsd:dateTime ;
+ dcterms:identifier "fd871ec6-d953-430d-a354-f13c66fa8bc9" ;
+ dcterms:modified "2023-11-23T13:47:32.127Z"^^xsd:dateTime ;
+ dcterms:title "Extend offered processing capacity" ;
+ skos:broader attr:attr-agility-elasticity .
+
+attr:dcedb196-2c60-4c29-a66d-0e768cfd698a
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:dcedb196-2c60-4c29-a66d-0e768cfd698a" ;
+ dcterms:created "2023-11-23T13:47:46.169Z"^^xsd:dateTime ;
+ dcterms:identifier "dcedb196-2c60-4c29-a66d-0e768cfd698a" ;
+ dcterms:modified "2023-11-23T13:47:46.168Z"^^xsd:dateTime ;
+ dcterms:title "Extend offered memory capacity" ;
+ skos:broader attr:attr-agility-elasticity .
+
+attr:0cf00a53-fd33-4887-bb38-e0bbb04e3f3e
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:0cf00a53-fd33-4887-bb38-e0bbb04e3f3e" ;
+ dcterms:created "2023-11-23T13:48:01.21Z"^^xsd:dateTime ;
+ dcterms:identifier "0cf00a53-fd33-4887-bb38-e0bbb04e3f3e" ;
+ dcterms:modified "2023-11-23T13:48:01.21Z"^^xsd:dateTime ;
+ dcterms:title "Extend offered network capacity" ;
+ skos:broader attr:attr-agility-elasticity .
+
+attr:8968013b-e2af-487b-9140-25e6f857204c
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:8968013b-e2af-487b-9140-25e6f857204c" ;
+ dcterms:created "2023-11-23T13:49:45.536Z"^^xsd:dateTime ;
+ dcterms:description "Number of available locations in the world." ;
+ dcterms:identifier "8968013b-e2af-487b-9140-25e6f857204c" ;
+ dcterms:modified "2023-11-23T13:49:45.536Z"^^xsd:dateTime ;
+ dcterms:title "Geographic Coverage" ;
+ skos:broader attr:attr-agility-extensibility .
+
+attr:d95c1dae-1e22-4fb4-9cdc-743e96d0dddc
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:d95c1dae-1e22-4fb4-9cdc-743e96d0dddc" ;
+ dcterms:created "2023-11-23T13:51:47.955Z"^^xsd:dateTime ;
+ dcterms:identifier "d95c1dae-1e22-4fb4-9cdc-743e96d0dddc" ;
+ dcterms:modified "2023-11-23T13:51:47.955Z"^^xsd:dateTime ;
+ dcterms:title "Cloud resources addition" ;
+ skos:broader attr:attr-agility-scalability .
+
+attr:8cd09fe9-c119-4ccd-b651-0f18334dbbe4
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:8cd09fe9-c119-4ccd-b651-0f18334dbbe4" ;
+ dcterms:created "2023-11-23T13:52:06.092Z"^^xsd:dateTime ;
+ dcterms:identifier "8cd09fe9-c119-4ccd-b651-0f18334dbbe4" ;
+ dcterms:modified "2023-11-23T13:52:06.092Z"^^xsd:dateTime ;
+ dcterms:title "Fog resources addition" ;
+ skos:broader attr:attr-agility-scalability .
+
+attr:7147995c-8e68-4106-ab24-f0a7673eb5f5
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:7147995c-8e68-4106-ab24-f0a7673eb5f5" ;
+ dcterms:created "2023-11-23T13:52:21.571Z"^^xsd:dateTime ;
+ dcterms:identifier "7147995c-8e68-4106-ab24-f0a7673eb5f5" ;
+ dcterms:modified "2023-11-23T13:52:21.571Z"^^xsd:dateTime ;
+ dcterms:title "Edge resources addition" ;
+ skos:broader attr:attr-agility-scalability .
+
+attr:2da82ab2-8ae9-4aa2-a842-0d3f846c4b47
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:2da82ab2-8ae9-4aa2-a842-0d3f846c4b47" ;
+ dcterms:created "2023-11-23T13:52:40.819Z"^^xsd:dateTime ;
+ dcterms:identifier "2da82ab2-8ae9-4aa2-a842-0d3f846c4b47" ;
+ dcterms:modified "2023-11-23T13:52:40.819Z"^^xsd:dateTime ;
+ dcterms:title "Total number of available Fog resources" ;
+ skos:broader attr:attr-agility-scalability .
+
+attr:203ecada-25fd-469c-92f6-dd84f2c7cba6
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:203ecada-25fd-469c-92f6-dd84f2c7cba6" ;
+ dcterms:created "2023-11-23T13:52:50.788Z"^^xsd:dateTime ;
+ dcterms:identifier "203ecada-25fd-469c-92f6-dd84f2c7cba6" ;
+ dcterms:modified "2023-11-23T13:52:50.788Z"^^xsd:dateTime ;
+ dcterms:title "Total number of available Edge devices" ;
+ skos:broader attr:attr-agility-scalability .
+
+attr:49c8d03f-5ceb-4994-8257-cd319190a62a
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:49c8d03f-5ceb-4994-8257-cd319190a62a" ;
+ dcterms:created "2023-11-23T13:57:16.215Z"^^xsd:dateTime ;
+ dcterms:identifier "49c8d03f-5ceb-4994-8257-cd319190a62a" ;
+ dcterms:modified "2023-11-23T13:57:16.215Z"^^xsd:dateTime ;
+ dcterms:title "Uptime" ;
+ skos:broader attr:attr-assurance-reliability .
+
+attr:47a2c5e9-f74d-4ff3-98fe-4c66b98eaaef
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:47a2c5e9-f74d-4ff3-98fe-4c66b98eaaef" ;
+ dcterms:created "2023-11-23T14:03:38.084Z"^^xsd:dateTime ;
+ dcterms:identifier "47a2c5e9-f74d-4ff3-98fe-4c66b98eaaef" ;
+ dcterms:modified "2023-11-23T14:03:38.084Z"^^xsd:dateTime ;
+ dcterms:title "Storage" ;
+ skos:broader attr:attr-financial-cost .
+
+attr:7a77f809-8aba-4550-9f0c-8b619183b1cd
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:7a77f809-8aba-4550-9f0c-8b619183b1cd" ;
+ dcterms:created "2023-11-23T14:08:58.307Z"^^xsd:dateTime ;
+ dcterms:identifier "7a77f809-8aba-4550-9f0c-8b619183b1cd" ;
+ dcterms:modified "2023-11-23T14:08:58.307Z"^^xsd:dateTime ;
+ dcterms:title "Number of GPU Cores" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:3b414a80-83b4-472c-8166-715d4c9d7508
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:3b414a80-83b4-472c-8166-715d4c9d7508" ;
+ dcterms:created "2023-11-23T14:09:19.412Z"^^xsd:dateTime ;
+ dcterms:identifier "3b414a80-83b4-472c-8166-715d4c9d7508" ;
+ dcterms:modified "2023-11-23T14:09:19.412Z"^^xsd:dateTime ;
+ dcterms:title "CPU MFLOPs" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:b945c916-2873-4528-bc4a-e3b0c9d603d9
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:b945c916-2873-4528-bc4a-e3b0c9d603d9" ;
+ dcterms:created "2023-11-23T14:09:42.234Z"^^xsd:dateTime ;
+ dcterms:identifier "b945c916-2873-4528-bc4a-e3b0c9d603d9" ;
+ dcterms:modified "2023-11-23T14:09:42.234Z"^^xsd:dateTime ;
+ dcterms:title "GPU MFLOPs" ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef" ;
+ dcterms:created "2023-11-23T14:10:20.077Z"^^xsd:dateTime ;
+ dcterms:identifier "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef" ;
+ dcterms:modified "2023-11-23T14:10:20.077Z"^^xsd:dateTime ;
+ dcterms:title "Solid State Drive " ;
+ skos:broader attr:attr-performance-capacity .
+
+attr:ffebba96-d53d-44c9-be75-3258de80ed70
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:ffebba96-d53d-44c9-be75-3258de80ed70" ;
+ dcterms:created "2023-11-23T14:12:35.627Z"^^xsd:dateTime ;
+ dcterms:description "The specific features provided by a resource." ;
+ dcterms:identifier "ffebba96-d53d-44c9-be75-3258de80ed70" ;
+ dcterms:modified "2023-11-23T14:12:35.627Z"^^xsd:dateTime ;
+ dcterms:title "Network Functionality" ;
+ skos:broader attr:attr-performance .
+
+attr:7104ee2b-52ba-4655-991f-845a1397d850
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:7104ee2b-52ba-4655-991f-845a1397d850" ;
+ dcterms:created "2023-11-23T14:12:50.463Z"^^xsd:dateTime ;
+ dcterms:identifier "7104ee2b-52ba-4655-991f-845a1397d850" ;
+ dcterms:modified "2023-11-23T14:12:50.463Z"^^xsd:dateTime ;
+ dcterms:title "Features" ;
+ skos:broader attr:ffebba96-d53d-44c9-be75-3258de80ed70 .
+
+attr:876397bf-599f-40a7-91ec-93cca7c392b4
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:876397bf-599f-40a7-91ec-93cca7c392b4" ;
+ dcterms:created "2023-11-23T14:13:02.112Z"^^xsd:dateTime ;
+ dcterms:identifier "876397bf-599f-40a7-91ec-93cca7c392b4" ;
+ dcterms:modified "2023-11-23T14:13:02.112Z"^^xsd:dateTime ;
+ dcterms:title "Bandwidth" ;
+ skos:broader attr:ffebba96-d53d-44c9-be75-3258de80ed70 .
+
+attr:ea2e12db-b52a-42f4-86cb-f654cfe09a92
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:ea2e12db-b52a-42f4-86cb-f654cfe09a92" ;
+ dcterms:created "2023-11-23T14:13:13.355Z"^^xsd:dateTime ;
+ dcterms:identifier "ea2e12db-b52a-42f4-86cb-f654cfe09a92" ;
+ dcterms:modified "2023-11-23T14:13:13.355Z"^^xsd:dateTime ;
+ dcterms:title "Upload Speed" ;
+ skos:broader attr:ffebba96-d53d-44c9-be75-3258de80ed70 .
+
+attr:e8180e25-d58c-49d3-862e-cbb18dd1820e
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:e8180e25-d58c-49d3-862e-cbb18dd1820e" ;
+ dcterms:created "2023-11-23T14:13:25.765Z"^^xsd:dateTime ;
+ dcterms:identifier "e8180e25-d58c-49d3-862e-cbb18dd1820e" ;
+ dcterms:modified "2023-11-23T14:13:25.765Z"^^xsd:dateTime ;
+ dcterms:title "Download Speed" ;
+ skos:broader attr:ffebba96-d53d-44c9-be75-3258de80ed70 .
+
+attr:6e648d7b-c09b-4c69-8c70-5030b2d21eed
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:6e648d7b-c09b-4c69-8c70-5030b2d21eed" ;
+ dcterms:created "2023-11-23T14:13:47.587Z"^^xsd:dateTime ;
+ dcterms:identifier "6e648d7b-c09b-4c69-8c70-5030b2d21eed" ;
+ dcterms:modified "2023-11-23T14:13:47.587Z"^^xsd:dateTime ;
+ dcterms:title "Network Throughput" ;
+ skos:broader attr:ffebba96-d53d-44c9-be75-3258de80ed70 .
+
+attr:9f5706e3-08bd-412d-8d59-04f464e867a8
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:9f5706e3-08bd-412d-8d59-04f464e867a8" ;
+ dcterms:created "2023-11-23T14:14:30.708Z"^^xsd:dateTime ;
+ dcterms:identifier "9f5706e3-08bd-412d-8d59-04f464e867a8" ;
+ dcterms:modified "2023-11-23T14:14:30.708Z"^^xsd:dateTime ;
+ dcterms:title "Proximity to Data Source" ;
+ skos:broader attr:attr-performance-suitability .
+
+attr:b9f4f982-3809-4eac-831c-37288c046133
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:b9f4f982-3809-4eac-831c-37288c046133" ;
+ dcterms:created "2023-11-23T14:14:59.389Z"^^xsd:dateTime ;
+ dcterms:description " Point/area of interest defined by the user." ;
+ dcterms:identifier "b9f4f982-3809-4eac-831c-37288c046133" ;
+ dcterms:modified "2023-11-23T14:14:59.389Z"^^xsd:dateTime ;
+ dcterms:title "Proximity to POI" ;
+ skos:broader attr:attr-performance-suitability .
+
+attr:bced9c2a-7234-44f8-9f51-ccd9da39f15e
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:bced9c2a-7234-44f8-9f51-ccd9da39f15e" ;
+ dcterms:created "2023-11-23T14:22:36.87Z"^^xsd:dateTime ;
+ dcterms:identifier "bced9c2a-7234-44f8-9f51-ccd9da39f15e" ;
+ dcterms:modified "2023-11-23T14:22:36.87Z"^^xsd:dateTime ;
+ dcterms:title "Attribute based Access Control supported(ABAC)" ;
+ skos:broader attr:attr-security-access-control-privilege-management .
+
+attr:5759cddd-ec82-4273-88c4-5f55981469d0
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:5759cddd-ec82-4273-88c4-5f55981469d0" ;
+ dcterms:created "2023-11-23T14:26:19.627Z"^^xsd:dateTime ;
+ dcterms:description "This attribute refers to the availability of open source code, open source business processes and open source hardware from the cloud continuum provider side" ;
+ dcterms:identifier "5759cddd-ec82-4273-88c4-5f55981469d0" ;
+ dcterms:modified "2023-11-23T14:26:19.627Z"^^xsd:dateTime ;
+ dcterms:title "Process Transparency" ;
+ skos:broader attr:attr-security .
+
+attr:d503cabe-17d7-4b9b-9231-a8b211f3ce11
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:d503cabe-17d7-4b9b-9231-a8b211f3ce11" ;
+ dcterms:created "2023-11-23T14:34:32.812Z"^^xsd:dateTime ;
+ dcterms:description "It refers to the linguistic expression of the level of confidence that the provider is and will continue to abide to legal security and be compliant with local regulations" ;
+ dcterms:identifier "d503cabe-17d7-4b9b-9231-a8b211f3ce11" ;
+ dcterms:modified "2023-11-23T14:34:32.812Z"^^xsd:dateTime ;
+ dcterms:title "Provider Trust" ;
+ skos:broader attr:attr-reputation .
+
+attr:55a60ec3-55f7-48db-83bc-be2875c5210c
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:55a60ec3-55f7-48db-83bc-be2875c5210c" ;
+ dcterms:created "2023-11-23T14:36:03.633Z"^^xsd:dateTime ;
+ dcterms:description "The likelihood that certain resources, contracted to be exploited by an external user will not be moved and will continue to exist throughout the contracted term." ;
+ dcterms:identifier "55a60ec3-55f7-48db-83bc-be2875c5210c" ;
+ dcterms:modified "2023-11-23T14:36:03.633Z"^^xsd:dateTime ;
+ dcterms:title "Resources stability" ;
+ skos:broader attr:attr-reputation .
+
+attr:1153e8ec-301f-488b-92b2-ef978e390e6f
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:1153e8ec-301f-488b-92b2-ef978e390e6f" ;
+ dcterms:created "2023-11-23T14:37:15.994Z"^^xsd:dateTime ;
+ dcterms:description "The previous experience and performance history with respect to leasing cloud continuum resources from a certain provider" ;
+ dcterms:identifier "1153e8ec-301f-488b-92b2-ef978e390e6f" ;
+ dcterms:modified "2023-11-23T14:37:15.994Z"^^xsd:dateTime ;
+ dcterms:title "Provider Track record" ;
+ skos:broader attr:attr-reputation .
+
+attr:aba29c53-78ea-42fb-96c2-2ea135f10830
+ a smi:SMI-OBJECT ;
+ dc:type "CONCEPT" ;
+ dcterms:URI "attr:aba29c53-78ea-42fb-96c2-2ea135f10830" ;
+ dcterms:created "2023-11-23T14:37:38.085Z"^^xsd:dateTime ;
+ dcterms:description "The previous experience and performance history with respect to using certain cloud continuum resource types from a certain provider" ;
+ dcterms:identifier "aba29c53-78ea-42fb-96c2-2ea135f10830" ;
+ dcterms:modified "2023-11-23T14:37:38.085Z"^^xsd:dateTime ;
+ dcterms:title "Resource Track record" ;
+ skos:broader attr:attr-reputation .
diff --git a/cfsb-backend/data_types.py b/cfsb-backend/data_types.py
new file mode 100644
index 0000000..3a07bca
--- /dev/null
+++ b/cfsb-backend/data_types.py
@@ -0,0 +1,87 @@
+Linguistic = 1
+Float = 2
+Seconds = 3
+Percentage = 4
+Boolean = 5
+Integer = 6
+Linguistic_bad = 7
+
+# 1 for LOW, 2 for MEDIUM, etc.
+linguistic_low_choices = ["Low", "Medium", "High"]
+linguistic_very_low_choices = ["Very low", "LOW", "MEDIUM", "HIGH", "VERY HIGH", "PERFECT"]
+linguistic_bad_choices = ["BAD", "OK", "GOOD"]
+boolean_choices = ["True", "False"]
+
+linguistic_low_attributes = [
+ "attr-accountability-auditability",
+ "attr-78baf8b3-2d1d-4899-88ef-ca74990f07eb",
+ "attr-agility-adaptability",
+ "attr-agility-portability",
+ "attr-assurance-maintainability",
+ "attr-assurance-service-stability",
+ "attr-financial-structure",
+ "attr-performance-accuracy",
+ "attr-usability-installability",
+ "attr-usability-learnability",
+ "attr-usability-operability",
+ "attr-usability-transparency",
+ "attr-usability-understandability",
+ "attr-usability-reusability",
+ "d503cabe-17d7-4b9b-9231-a8b211f3ce11",
+ "attr-reputation-contracting-experience",
+ "attr-reputation-ease-of-doing-business",
+ "attr-reputation-provider-ethicality",
+ "attr-reputation-sustainability-economical-impact",
+ "attr-reputation-sustainability-societal-impact"
+]
+
+linguistic_very_low_attributes = [
+ "attr-assurance", # TODO delete this, we keep it for testing
+ "attr-assurance-serviceability-support-satisfaction"
+]
+
+linguistic_bad_attributes = [
+ "attr-reputation-brand-name",
+ "attr-reputation-service-reputation",
+]
+
+boolean_attributes = [
+ "fd871ec6-d953-430d-a354-f13c66fa8bc9",
+ "dcedb196-2c60-4c29-a66d-0e768cfd698a",
+ "0cf00a53-fd33-4887-bb38-e0bbb04e3f3e",
+ "d95c1dae-1e22-4fb4-9cdc-743e96d0dddc",
+ "8cd09fe9-c119-4ccd-b651-0f18334dbbe4",
+ "7147995c-8e68-4106-ab24-f0a7673eb5f5",
+ "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef"
+]
+
+time_in_seconds_attributes = [
+ "attr-assurance-reliability",
+]
+
+percentage_attributes = [
+ "attr-assurance-availability",
+ "attr-reputation-provider-business-stability",
+ "55a60ec3-55f7-48db-83bc-be2875c5210c"
+]
+
+
+def get_attr_data_type(attribute):
+ data = {}
+ print("get type for " + attribute)
+ if attribute in linguistic_low_attributes:
+ data["type"] = 1
+ data["values"] = linguistic_low_choices
+ elif attribute in linguistic_very_low_attributes:
+ data["type"] = 1
+ data["values"] = linguistic_low_choices
+ elif attribute in linguistic_bad_attributes:
+ data["type"] = 7
+ data["values"] = linguistic_low_choices
+ # elif attribute in boolean_attributes:
+ # data["type"] = 5
+ # data["values"] = boolean_choices
+ else:
+ data["type"] = 0 # all other cases
+ print(data)
+ return data
diff --git a/cfsb-backend/get_data.py b/cfsb-backend/get_data.py
new file mode 100644
index 0000000..7a10592
--- /dev/null
+++ b/cfsb-backend/get_data.py
@@ -0,0 +1,140 @@
+from rdflib import Graph, URIRef
+
+# Create a new RDF graph
+g = Graph()
+
+# Load TTL data into the graph
+file_path = 'assets/Preferences_Model.ttl'
+g.parse(file_path, format='turtle')
+
+# Create variables for predicate names
+SMI_prefix = "https://www.nebulouscloud.eu/smi/SMI-OBJECT#"
+a = "http://www.w3.org/1999/02/22-rdf-syntax-ns#type"
+type = "http://purl.org/dc/elements/1.1/type"
+terms_URI = "http://purl.org/dc/terms/URI"
+terms_created = "http://purl.org/dc/terms/created"
+terms_description = "http://purl.org/dc/terms/description"
+terms_identifier = "http://purl.org/dc/terms/identifier"
+terms_modified = "http://purl.org/dc/terms/modified"
+terms_title = "http://purl.org/dc/terms/title"
+skos_broader = "http://www.w3.org/2004/02/skos/core#broader"
+
+
+def get_level_1_items():
+ items_list = []
+ level_1_items_list = []
+ for subject, predicate, object in g:
+ if "broader" in predicate and "attr-root" in object:
+ item_dict = {}
+ # keep only the attribute part - attr-performance
+ attribute = str(subject)
+ attribute = attribute.replace(SMI_prefix, '')
+ # add it in level_1_items_list for easy search in level 2 items loop
+ level_1_items_list.append(attribute)
+ item_data_dict = get_subject_data(str(subject))
+ item_dict["title"] = item_data_dict["title"]
+ item_dict["description"] = item_data_dict["description"]
+ item_dict["name"] = attribute
+ item_dict["children"] = []
+ items_list.append(item_dict)
+ items_2_list = get_level_2_items(level_1_items_list, items_list)
+ return items_2_list
+
+
+def get_level_2_items(level_1_items_list, level_1_items_dict_list):
+ items_list = []
+ level_2_items_list = []
+ for subject, predicate, object in g:
+ if "broader" in predicate:
+ object_str = str(object)
+ object_str = object_str.replace(SMI_prefix, '')
+ if object_str in level_1_items_list:
+ item_dict = {}
+ level_2_attribute = str(subject)
+ level_2_attribute = level_2_attribute.replace(SMI_prefix, '')
+ level_2_items_list.append(level_2_attribute)
+ item_data_dict = get_subject_data(str(subject))
+ item_dict["title"] = item_data_dict["title"]
+ item_dict["description"] = item_data_dict["description"]
+ item_dict["parent"] = object_str
+ item_dict["name"] = level_2_attribute
+ item_dict["children"] = []
+ items_list.append(item_dict)
+ items_3_list = get_level_3_items(level_2_items_list, items_list, level_1_items_dict_list)
+ return items_3_list
+
+
+def get_level_3_items(level_2_items_list, level_2_items_dict_list, level_1_items_dict_list):
+ items_list = []
+ level_3_items_list = []
+ for subject, predicate, object in g:
+ if "broader" in predicate:
+ object_str = str(object)
+ object_str = object_str.replace(SMI_prefix, '')
+ if object_str in level_2_items_list:
+ item_dict = {}
+ level_3_attribute = str(subject)
+ level_3_attribute = level_3_attribute.replace(SMI_prefix, '')
+ level_3_items_list.append(level_3_attribute)
+ item_data_dict = get_subject_data(str(subject))
+ item_dict["title"] = item_data_dict["title"]
+ item_dict["description"] = item_data_dict["description"]
+ item_dict["parent"] = object_str
+ item_dict["name"] = level_3_attribute
+ item_dict["children"] = []
+ items_list.append(item_dict)
+ level_2_children_list = insert_level_2_children(level_1_items_dict_list, level_2_items_dict_list, items_list)
+ return level_2_children_list
+
+
+def insert_level_2_children(level_1_items_dict_list, level_2_items_dict_list, level_3_items_dict_list):
+ for level_2_item in level_2_items_dict_list:
+ level_2_children_list = []
+ # print("level_2_item = " + level_2_item["name"])
+ for level_3_item in level_3_items_dict_list:
+ # print("level_3_item = " + level_3_item["name"])
+ if level_3_item["parent"] == level_2_item["name"]:
+ # print("Children of " + level_2_item["name"] + " is " + level_3_item["name"])
+ item_dict = {"name": level_3_item["name"]}
+ # level_2_children_list.append(item_dict)
+ level_2_children_list.append(level_3_item)
+ # here to append the list at the correct position of level_2_items_dict_list
+ level_2_item["children"] = level_2_children_list
+ items_dict_list = insert_level_1_children(level_1_items_dict_list, level_2_items_dict_list)
+ # return level_2_items_dict_list
+ return items_dict_list
+
+
+def insert_level_1_children(level_1_items_dict_list, level_2_items_dict_list):
+ for level_1_item in level_1_items_dict_list:
+ level_1_children_list = []
+ # print("level_1_item = " + level_1_item["name"])
+ for level_2_item in level_2_items_dict_list:
+ # print("level_2_item = " + level_2_item["name"])
+ if level_2_item["parent"] == level_1_item["name"]:
+ # print("Children of " + level_1_item["name"] + " is " + level_2_item["name"])
+ level_1_children_list.append(level_2_item)
+ # here to append the list at the correct position of level_1_items_dict_list
+ level_1_item["children"] = level_1_children_list
+ return level_1_items_dict_list
+
+
+def get_subject_data(item_subject):
+ subject_data = {
+ "title": "",
+ "description": ""
+ }
+ for subject, predicate, object in g:
+ if str(subject) == item_subject:
+ # print("checking data for " + item_subject + " and subject is " + subject)
+ if str(predicate) == terms_description and not str(object) == " ":
+ subject_data["description"] = str(object)
+ elif str(predicate) == terms_description:
+ subject_data["description"] = "No description available"
+ if str(predicate) == terms_title and not str(object) == " ":
+ subject_data["title"] = str(object)
+ elif str(predicate) == terms_title:
+ attr_subject = str(item_subject)
+ attr_subject = attr_subject.replace(SMI_prefix, '')
+ subject_data["title"] = attr_subject
+ return subject_data
diff --git a/cfsb-backend/read_file.py b/cfsb-backend/read_file.py
new file mode 100644
index 0000000..01e3d03
--- /dev/null
+++ b/cfsb-backend/read_file.py
@@ -0,0 +1,183 @@
+from rdflib import Graph, URIRef
+# from rdflib.namespace import RDF, RDFS, DC, DCTERMS, SKOS
+
+# Create a new RDF graph
+g = Graph()
+
+# Load TTL data into the graph
+file_path = 'assets/Preferences_Model.ttl'
+g.parse(file_path, format='turtle')
+SMI_prefix = "https://www.nebulouscloud.eu/smi/SMI-OBJECT#"
+
+a = "http://www.w3.org/1999/02/22-rdf-syntax-ns#type"
+type = "http://purl.org/dc/elements/1.1/type"
+terms_URI = "http://purl.org/dc/terms/URI"
+terms_created = "http://purl.org/dc/terms/created"
+terms_description = "http://purl.org/dc/terms/description"
+terms_identifier = "http://purl.org/dc/terms/identifier"
+terms_modified = "http://purl.org/dc/terms/modified"
+terms_title = "http://purl.org/dc/terms/title"
+skos_broader = "http://www.w3.org/2004/02/skos/core#broader"
+
+subjects = g.subjects()
+predicates = g.predicates()
+objects = g.objects()
+
+# for subject in subjects:
+# print(subject)
+# print(g.objects(subject=subject))
+#
+# for predicate in predicates:
+# print(predicate)
+#
+# for object in objects:
+# print("object start")
+# print(object)
+# print(g.subject_predicates(object))
+
+# print(g.serialize(format='turtle'))
+
+# file_data = g.serialize(format='turtle')
+
+level_1_items = []
+level_1_subjects_dict = {}
+level_2_items = []
+level_2_subjects_dict = {}
+level_3_items = []
+level_3_subjects_dict = {}
+
+
+def scan_level_1_items():
+ for subject, predicate, object in g:
+ print("\nloop data for level 1")
+ # print(f"Subject: {subject}, Predicate: {predicate}, Object: {object}")
+ if "broader" in predicate and "attr-root" in object:
+ attribute = str(subject)
+ attribute = attribute.replace(SMI_prefix, '')
+ print("\nRoot from predicate type: " + attribute)
+ level_1_items.append(attribute)
+ level_1_subjects_dict[attribute] = subject
+ return level_1_subjects_dict
+
+
+def scan_level_2_items():
+ for subject, predicate, object in g:
+ print("\nloop data for level 2")
+ # print(f"Subject: {subject}, Predicate: {predicate}, Object: {object}")
+ if "broader" in predicate:
+ object_str = str(object)
+ object_str = object_str.replace(SMI_prefix, '')
+ if object_str in level_1_items:
+ # parent found in level 1
+ level_2_attribute = str(subject)
+ level_2_attribute = level_2_attribute.replace(SMI_prefix, '')
+ print("\nLevel 2 attr: " + level_2_attribute)
+ level_2_items.append(level_2_attribute)
+ level_2_subjects_dict[level_2_attribute] = subject
+ print("for dict 2 key = " + level_2_attribute + " - Value = " + subject)
+ return level_2_subjects_dict
+
+
+def scan_level_3_items():
+ for subject, predicate, object in g:
+ print("\nloop data for level 3")
+ print(f"Subject: {subject}, Predicate: {predicate}, Object: {object}")
+ if "broader" in predicate:
+ object_str = str(object)
+ object_str = object_str.replace(SMI_prefix, '')
+ if object_str in level_2_items:
+ level_3_attribute = str(subject)
+ level_3_attribute = level_3_attribute.replace(SMI_prefix, '')
+ print("\nLevel 3 attr: " + level_3_attribute)
+ level_3_items.append(level_3_attribute)
+ level_3_subjects_dict[level_3_attribute] = subject
+ return level_3_subjects_dict
+
+
+print(level_1_items)
+print(level_1_subjects_dict)
+print("count level 1: " + str(len(level_1_items)))
+print(level_2_items)
+print(level_2_subjects_dict)
+print("count level 2: " + str(len(level_2_items)))
+print(level_3_items)
+print(level_3_subjects_dict)
+print("count level 3: " + str(len(level_3_items)))
+
+print("\n------------\n")
+
+attr_dict = {}
+
+
+def create_level_1_attr_dict(item, item_subject):
+ print("item: " + item)
+ attr_data = {}
+ for subject, predicate, object in g:
+ if subject == item_subject:
+ attr_data["level"] = 1
+ attr_data["subject"] = subject
+ if str(predicate) == terms_description:
+ # print("\nDescription found for " + item + " - description: " + str(object))
+ attr_data["description"] = str(object)
+ if str(predicate) == terms_title:
+ # print("\nTitle found for " + item + " - title: " + str(object))
+ attr_data["title"] = str(object)
+ if str(predicate) == skos_broader:
+ # print("\nskos found for " + item + " - Parent: " + str(object))
+ attr_data["parent"] = str(object)
+
+ attr_dict[item] = attr_data
+ print(attr_data)
+
+
+def create_attr_dict(item, item_subject):
+ attr_data_dict = {}
+ for subject, predicate, object in g:
+ if subject == item_subject:
+ attr_data_dict["subject"] = subject
+ if str(predicate) == terms_description:
+ print("\nDescription found for " + item + " - description: " + str(object))
+ attr_data_dict["description"] = str(object)
+ if str(predicate) == terms_title:
+ print("\nTitle found for " + item + " - title: " + str(object))
+ attr_data_dict["title"] = str(object)
+ if str(predicate) == skos_broader:
+ print("\nskos found for " + item + " - Parent: " + str(object))
+ attr_data_dict["parent"] = str(object)
+ if object in level_1_subjects_dict.values():
+ print("found level 2 item")
+ attr_data_dict["level"] = 2
+ elif object in level_2_subjects_dict.values():
+ print("found level 3 item")
+ attr_data_dict["level"] = 3
+ attr_dict[item] = attr_data_dict
+
+
+for item, item_subject in level_1_subjects_dict.items():
+ create_level_1_attr_dict(item, item_subject)
+
+for item, item_subject in level_2_subjects_dict.items():
+ create_attr_dict(item, item_subject)
+
+for item, item_subject in level_3_subjects_dict.items():
+ create_attr_dict(item, item_subject)
+
+print(attr_dict)
+
+
+def get_data():
+ print("in get data")
+ scan_level_1_items()
+ scan_level_2_items()
+ scan_level_3_items()
+
+ for item, item_subject in level_1_subjects_dict.items():
+ create_level_1_attr_dict(item, item_subject)
+
+ for item, item_subject in level_2_subjects_dict.items():
+ create_attr_dict(item, item_subject)
+
+ for item, item_subject in level_3_subjects_dict.items():
+ create_attr_dict(item, item_subject)
+
+ return attr_dict
diff --git a/cfsb-backend/requirements.txt b/cfsb-backend/requirements.txt
new file mode 100644
index 0000000..cc205b3
--- /dev/null
+++ b/cfsb-backend/requirements.txt
@@ -0,0 +1,14 @@
+blinker==1.7.0
+click==8.1.7
+Flask==3.0.0
+Flask-Cors==4.0.0
+isodate==0.6.1
+itsdangerous==2.1.2
+Jinja2==3.1.2
+MarkupSafe==2.1.3
+numpy==1.26.3
+pyparsing==3.1.1
+rdflib==7.0.0
+scipy==1.11.4
+six==1.16.0
+Werkzeug==3.0.1
diff --git a/cfsb-backend/templates/selected_items.html b/cfsb-backend/templates/selected_items.html
new file mode 100644
index 0000000..df443aa
--- /dev/null
+++ b/cfsb-backend/templates/selected_items.html
@@ -0,0 +1,17 @@
+<!-- templates/selected_items.html -->
+<!DOCTYPE html>
+<html lang="en">
+<head>
+ <meta charset="UTF-8">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+ <title>Selected Items</title>
+</head>
+<body>
+<h1>Selected Items</h1>
+<ul>
+ {% for item in items %}
+ <li>{{ item }}</li>
+ {% endfor %}
+</ul>
+</body>
+</html>