Model-driven development, deployment, and analysis of Internet of Things applications:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Düren
Shaker Verlag
2023
|
| Ausgabe: | 1. Auflage |
| Schriftenreihe: | Aachener Informatik Berichte, Software Engineering
Band 54 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xv, 318 Seiten Illustrationen, Diagramme 24 cm x 17 cm, 504 g |
| ISBN: | 9783844089608 3844089608 |
Internformat
MARC
| LEADER | 00000nam a22000008cb4500 | ||
|---|---|---|---|
| 001 | BV048877410 | ||
| 003 | DE-604 | ||
| 005 | 20241118 | ||
| 007 | t| | ||
| 008 | 230327s2023 gw a||| m||| 00||| eng d | ||
| 015 | |a 23,N06 |2 dnb | ||
| 016 | 7 | |a 1279858141 |2 DE-101 | |
| 020 | |a 9783844089608 |9 978-3-8440-8960-8 | ||
| 020 | |a 3844089608 |9 3-8440-8960-8 | ||
| 035 | |a (OCoLC)1423714344 | ||
| 035 | |a (DE-599)DNB1279858141 | ||
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| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE-NW | ||
| 049 | |a DE-83 | ||
| 100 | 1 | |a Kirchhof, Jörg Christian |e Verfasser |0 (DE-588)1282944517 |4 aut | |
| 245 | 1 | 0 | |a Model-driven development, deployment, and analysis of Internet of Things applications |c Jörg Christian Kirchhof |
| 264 | 1 | |a Düren |b Shaker Verlag |c 2023 | |
| 300 | |a xv, 318 Seiten |b Illustrationen, Diagramme |c 24 cm x 17 cm, 504 g | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Aachener Informatik Berichte, Software Engineering |v Band 54 | |
| 502 | |b Dissertation |c RWTH Aachen University |d 2022 | ||
| 650 | 0 | 7 | |a Internet der Dinge |0 (DE-588)7713781-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Modellgetriebene Entwicklung |0 (DE-588)4832365-2 |2 gnd |9 rswk-swf |
| 653 | |a Internet of Things | ||
| 653 | |a Software Architectures | ||
| 653 | |a Digital Twins | ||
| 653 | |a IoT | ||
| 653 | |a Cyber-Physical Systems | ||
| 653 | |a Model-Driven Software Engineering | ||
| 653 | |a Domain-Specific Languages | ||
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Modellgetriebene Entwicklung |0 (DE-588)4832365-2 |D s |
| 689 | 0 | 1 | |a Internet der Dinge |0 (DE-588)7713781-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 830 | 0 | |a Aachener Informatik Berichte, Software Engineering |v Band 54 |w (DE-604)BV040516036 |9 54 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034142203&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-034142203 | |
Datensatz im Suchindex
| _version_ | 1822482780119891968 |
|---|---|
| adam_text |
CONTENTS
I
PROLOGUE
1
1
INTRODUCTION
3
1.1
MOTIVATION
.
3
1.2
GOAL,
APPROACH,
AND
MAIN
CONTRIBUTIONS
.
5
1.3
THESIS
ORGANIZATION
.
7
1.4
PUBLICATIONS
.
8
2
BACKGROUND
13
2.1
INTERNET
OF
THINGS
(IOT)
.
13
2.2
CLOUD
COMPUTING
AND
DIGITAL
TWINS
IN
THE
CONTEXT
OF
IOT
.
17
2.3
MODEL-DRIVEN
SOFTWARE
ENGINEERING
AND
DOMAIN-SPECIFIC
LANGUAGES
.
19
2.4
MONTICORE
.
20
2.5
SOFTWARE
ARCHITECTURE
AND
ARCHITECTURE
DESCRIPTION
LANGUAGES
.
23
2.6
MONTI
ARC
.
25
3
SCOPE
OF
THE
THESIS 29
3.1
VISION
AND
ASSUMPTIONS
.
29
3.2
LIFECYCLE
AND
DEVELOPMENT
PROCESS
OF
IOT
APPLICATIONS
.
32
3.3
WHAT
DO
IOT
PROJECTS
NEED?
.
35
3.4
CHALLENGES
.
35
3.5
RESEARCH
QUESTIONS
.
37
3.6
REQUIREMENTS
.
39
3.7
WHAT
IS
OUT
OF
SCOPE?
.
42
3.8
METHOD
AT
A
GLANCE
.
43
3.9
RUNNING
USE
CASE:
SMART
HOME
.
48
II
THE
MONTITHINGS
ECOSYSTEM
FOR
MODEL-DRIVEN
IOT
APPLICATIONS
49
4
C&C-BASED
IOT
APPLICATION
DEVELOPMENT
51
4.1
RESEARCH
QUESTIONS
.
51
4.2
MONTITHINGS
LANGUAGE
.
51
4.2.1
COMPONENT
DEFINITION
AND
INSTANTIATION
.
53
4.2.2
TYPE
SYSTEM
.
56
4.2.3
TIMING
.
58
4.2.4
BEHAVIOR
DESCRIPTION
.
59
4.2.5
OCL
.
63
4.2.6
SENSOR
AND
ACTUATOR
ACCESS
.
66
4.2.7
DYNAMIC
RECONFIGURATION
.
68
4.3
LANGUAGE
INTEGRATION
.
72
4.3.1
INTEGRATION
WITH
CLASS
DIAGRAMS
.
72
4.3.2
CONFIGURATION
LANGUAGE
.
73
4.3.3
SEQUENCE
DIAGRAM
TEST
SPECIFICATION
.
78
4.4
DISCUSSION
.
79
5
CODE
GENERATION
85
5.1
METHODOLOGY
AND
TOOL
INFRASTRUCTURE
.
85
5.2
RUN-TIME
ENVIRONMENT
(RTE)
.
88
5.2.1
COMPONENTS
AND
EVENT-HANDLING
.
89
5.2.2
PORTS
AND
COMMUNICATION
TECHNOLOGIES
/
PROTOCOLS
.
90
5.3
GENERATED
CODE
STRUCTURE
.
96
5.3.1
ARCHITECTURE
PARTITIONING
AND
SETUP
INFORMATION
EXCHANGE
.
98
5.3.2
GENERATED
CLIS
.
100
5.3.3
GENERATED
SCRIPTS
AND
COMPILATION
.
102
5.3.4
SUPPORTING
DIFFERENT
TARGET
PLATFORMS
.
103
5.3.5
TEST
CASE
GENERATION
.
103
5.4
DISCUSSION
.
104
6
DEPLOYMENT
AND
INTEGRATION
OF
C&C-BASED
IOT
APPLICATIONS
109
6.1
RESEARCH
QUESTIONS
.
109
6.2
DEVELOPMENT
AND
DEPLOYMENT
PROCESSES
.
110
6.3
REQUIREMENT-BASED
DEPLOYMENT
.
113
6.3.1
DEPLOYMENT
WORKFLOW
.
113
6.3.2
DEPLOYMENT
SYSTEM
OVERVIEW
.
116
6.3.3
PROLOG
CODE
GENERATION
.
120
6.4
FEATURE-BASED
DEPLOYMENT
.
126
6.5
MODEL-DRIVEN
APP
STORE
CONCEPT
.
129
6.6
INTEGRATION
WITH
MODEL-DRIVEN
INFORMATION
SYSTEMS:
SYNTHESIZING
DIGITAL
TWINS
.
130
6.7
DISCUSSION
.
137
7
EXECUTION
AND
RUNTIME
ANALYSIS
OF
C&C-BASED
IOT
APPLICATIONS
145
7.1
RESEARCH
QUESTIONS
.
145
7.2
METHODICAL
CONSIDERATIONS
.
146
7.3
FAULT
TOLERANCE
.
149
7.4
TRACING
BEHAVIOR
AND
FILTERING
LOGS
.
151
7.5
TRANSFORMATION-BASED
RECORD
AND
REPLAY
.
155
7.6
DISCUSSION
.
159
III
EVALUATION
AND
CONCLUSION
165
8
EXPERIMENTS
167
8.1
CASE
STUDY
1:
SMART
HOME
AND
SMART
HOTEL
.
167
8.2
CASE
STUDY
2:
FIRE
ALARM
DIGITAL
TWIN
.
173
8.3
CASE
STUDY
3:
HVAC
REPRODUCTION
.
176
8.4
PERFORMANCE
EVALUATION:
TRANSFORMATION-BASED
REPLAYER
.
180
8.5
PERFORMANCE
EVALUATION:
LOG
TRACING
.
182
8.6
STUDENT
LAB:
AUTONOMOUS
DRIVING
.
185
8.7
STUDENT
LAB:
FISCHERTECHNIK
.
187
8.8
DISCUSSION
.
189
9
CONCLUSION
AND
FUTURE
RESEARCH
DIRECTIONS
191
BIBLIOGRAPHY
195
A
ACRONYMS
215
B
SELECTED
GRAMMARS
FROM
THE
MONTIVERSE
217
B.1
ARCBASIS
(MONTIARC)
.
217
B.2
CLASS
DIAGRAMS
.
221
B.3
MCCOMMONSTATEMENTS
.
227
B.4
MCCOMMONLITERALS
.
229
B.5
OCL
EXPRESSIONS
.
235
B.6
SET
EXPRESSIONS
.
240
B.7
SI
UNITS
.
243
C
MONTITHINGS
GRAMMARS
253
C.1
BEHAVIOR
.
253
C.2
ERROR
HANDLING
.
255
C.3
SET
DEFINITIONS
.
256
C.4
MONTITHINGS
MAIN
GRAMMAR
.
257
C.5
CONFIGURATION
.
259
D
OPEN
SOURCE
SOFTWARE
USED
IN
RTE
263
E
MODELS
OF
THE
HVAC
CASE
STUDY
F
DIAGRAM
AND
LISTING
TAGS
LIST
OF
DEFINITIONS
LIST
OF
FIGURES
LISTINGS
LIST
OF
TABLES
RELATED
INTERESTING
WORK
FROM
THE
SE
GROUP,
RWTH
AACHEN
265
269
271
273
279
281
283 |
| adam_txt |
CONTENTS
I
PROLOGUE
1
1
INTRODUCTION
3
1.1
MOTIVATION
.
3
1.2
GOAL,
APPROACH,
AND
MAIN
CONTRIBUTIONS
.
5
1.3
THESIS
ORGANIZATION
.
7
1.4
PUBLICATIONS
.
8
2
BACKGROUND
13
2.1
INTERNET
OF
THINGS
(IOT)
.
13
2.2
CLOUD
COMPUTING
AND
DIGITAL
TWINS
IN
THE
CONTEXT
OF
IOT
.
17
2.3
MODEL-DRIVEN
SOFTWARE
ENGINEERING
AND
DOMAIN-SPECIFIC
LANGUAGES
.
19
2.4
MONTICORE
.
20
2.5
SOFTWARE
ARCHITECTURE
AND
ARCHITECTURE
DESCRIPTION
LANGUAGES
.
23
2.6
MONTI
ARC
.
25
3
SCOPE
OF
THE
THESIS 29
3.1
VISION
AND
ASSUMPTIONS
.
29
3.2
LIFECYCLE
AND
DEVELOPMENT
PROCESS
OF
IOT
APPLICATIONS
.
32
3.3
WHAT
DO
IOT
PROJECTS
NEED?
.
35
3.4
CHALLENGES
.
35
3.5
RESEARCH
QUESTIONS
.
37
3.6
REQUIREMENTS
.
39
3.7
WHAT
IS
OUT
OF
SCOPE?
.
42
3.8
METHOD
AT
A
GLANCE
.
43
3.9
RUNNING
USE
CASE:
SMART
HOME
.
48
II
THE
MONTITHINGS
ECOSYSTEM
FOR
MODEL-DRIVEN
IOT
APPLICATIONS
49
4
C&C-BASED
IOT
APPLICATION
DEVELOPMENT
51
4.1
RESEARCH
QUESTIONS
.
51
4.2
MONTITHINGS
LANGUAGE
.
51
4.2.1
COMPONENT
DEFINITION
AND
INSTANTIATION
.
53
4.2.2
TYPE
SYSTEM
.
56
4.2.3
TIMING
.
58
4.2.4
BEHAVIOR
DESCRIPTION
.
59
4.2.5
OCL
.
63
4.2.6
SENSOR
AND
ACTUATOR
ACCESS
.
66
4.2.7
DYNAMIC
RECONFIGURATION
.
68
4.3
LANGUAGE
INTEGRATION
.
72
4.3.1
INTEGRATION
WITH
CLASS
DIAGRAMS
.
72
4.3.2
CONFIGURATION
LANGUAGE
.
73
4.3.3
SEQUENCE
DIAGRAM
TEST
SPECIFICATION
.
78
4.4
DISCUSSION
.
79
5
CODE
GENERATION
85
5.1
METHODOLOGY
AND
TOOL
INFRASTRUCTURE
.
85
5.2
RUN-TIME
ENVIRONMENT
(RTE)
.
88
5.2.1
COMPONENTS
AND
EVENT-HANDLING
.
89
5.2.2
PORTS
AND
COMMUNICATION
TECHNOLOGIES
/
PROTOCOLS
.
90
5.3
GENERATED
CODE
STRUCTURE
.
96
5.3.1
ARCHITECTURE
PARTITIONING
AND
SETUP
INFORMATION
EXCHANGE
.
98
5.3.2
GENERATED
CLIS
.
100
5.3.3
GENERATED
SCRIPTS
AND
COMPILATION
.
102
5.3.4
SUPPORTING
DIFFERENT
TARGET
PLATFORMS
.
103
5.3.5
TEST
CASE
GENERATION
.
103
5.4
DISCUSSION
.
104
6
DEPLOYMENT
AND
INTEGRATION
OF
C&C-BASED
IOT
APPLICATIONS
109
6.1
RESEARCH
QUESTIONS
.
109
6.2
DEVELOPMENT
AND
DEPLOYMENT
PROCESSES
.
110
6.3
REQUIREMENT-BASED
DEPLOYMENT
.
113
6.3.1
DEPLOYMENT
WORKFLOW
.
113
6.3.2
DEPLOYMENT
SYSTEM
OVERVIEW
.
116
6.3.3
PROLOG
CODE
GENERATION
.
120
6.4
FEATURE-BASED
DEPLOYMENT
.
126
6.5
MODEL-DRIVEN
APP
STORE
CONCEPT
.
129
6.6
INTEGRATION
WITH
MODEL-DRIVEN
INFORMATION
SYSTEMS:
SYNTHESIZING
DIGITAL
TWINS
.
130
6.7
DISCUSSION
.
137
7
EXECUTION
AND
RUNTIME
ANALYSIS
OF
C&C-BASED
IOT
APPLICATIONS
145
7.1
RESEARCH
QUESTIONS
.
145
7.2
METHODICAL
CONSIDERATIONS
.
146
7.3
FAULT
TOLERANCE
.
149
7.4
TRACING
BEHAVIOR
AND
FILTERING
LOGS
.
151
7.5
TRANSFORMATION-BASED
RECORD
AND
REPLAY
.
155
7.6
DISCUSSION
.
159
III
EVALUATION
AND
CONCLUSION
165
8
EXPERIMENTS
167
8.1
CASE
STUDY
1:
SMART
HOME
AND
SMART
HOTEL
.
167
8.2
CASE
STUDY
2:
FIRE
ALARM
DIGITAL
TWIN
.
173
8.3
CASE
STUDY
3:
HVAC
REPRODUCTION
.
176
8.4
PERFORMANCE
EVALUATION:
TRANSFORMATION-BASED
REPLAYER
.
180
8.5
PERFORMANCE
EVALUATION:
LOG
TRACING
.
182
8.6
STUDENT
LAB:
AUTONOMOUS
DRIVING
.
185
8.7
STUDENT
LAB:
FISCHERTECHNIK
.
187
8.8
DISCUSSION
.
189
9
CONCLUSION
AND
FUTURE
RESEARCH
DIRECTIONS
191
BIBLIOGRAPHY
195
A
ACRONYMS
215
B
SELECTED
GRAMMARS
FROM
THE
MONTIVERSE
217
B.1
ARCBASIS
(MONTIARC)
.
217
B.2
CLASS
DIAGRAMS
.
221
B.3
MCCOMMONSTATEMENTS
.
227
B.4
MCCOMMONLITERALS
.
229
B.5
OCL
EXPRESSIONS
.
235
B.6
SET
EXPRESSIONS
.
240
B.7
SI
UNITS
.
243
C
MONTITHINGS
GRAMMARS
253
C.1
BEHAVIOR
.
253
C.2
ERROR
HANDLING
.
255
C.3
SET
DEFINITIONS
.
256
C.4
MONTITHINGS
MAIN
GRAMMAR
.
257
C.5
CONFIGURATION
.
259
D
OPEN
SOURCE
SOFTWARE
USED
IN
RTE
263
E
MODELS
OF
THE
HVAC
CASE
STUDY
F
DIAGRAM
AND
LISTING
TAGS
LIST
OF
DEFINITIONS
LIST
OF
FIGURES
LISTINGS
LIST
OF
TABLES
RELATED
INTERESTING
WORK
FROM
THE
SE
GROUP,
RWTH
AACHEN
265
269
271
273
279
281
283 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Kirchhof, Jörg Christian |
| author_GND | (DE-588)1282944517 |
| author_facet | Kirchhof, Jörg Christian |
| author_role | aut |
| author_sort | Kirchhof, Jörg Christian |
| author_variant | j c k jc jck |
| building | Verbundindex |
| bvnumber | BV048877410 |
| ctrlnum | (OCoLC)1423714344 (DE-599)DNB1279858141 |
| edition | 1. Auflage |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV048877410 |
| illustrated | Illustrated |
| index_date | 2024-07-03T21:45:15Z |
| indexdate | 2025-01-28T09:03:39Z |
| institution | BVB |
| institution_GND | (DE-588)1064118135 |
| isbn | 9783844089608 3844089608 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034142203 |
| oclc_num | 1423714344 |
| open_access_boolean | |
| owner | DE-83 |
| owner_facet | DE-83 |
| physical | xv, 318 Seiten Illustrationen, Diagramme 24 cm x 17 cm, 504 g |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Shaker Verlag |
| record_format | marc |
| series | Aachener Informatik Berichte, Software Engineering |
| series2 | Aachener Informatik Berichte, Software Engineering |
| spelling | Kirchhof, Jörg Christian Verfasser (DE-588)1282944517 aut Model-driven development, deployment, and analysis of Internet of Things applications Jörg Christian Kirchhof Düren Shaker Verlag 2023 xv, 318 Seiten Illustrationen, Diagramme 24 cm x 17 cm, 504 g txt rdacontent n rdamedia nc rdacarrier Aachener Informatik Berichte, Software Engineering Band 54 Dissertation RWTH Aachen University 2022 Internet der Dinge (DE-588)7713781-4 gnd rswk-swf Modellgetriebene Entwicklung (DE-588)4832365-2 gnd rswk-swf Internet of Things Software Architectures Digital Twins IoT Cyber-Physical Systems Model-Driven Software Engineering Domain-Specific Languages (DE-588)4113937-9 Hochschulschrift gnd-content Modellgetriebene Entwicklung (DE-588)4832365-2 s Internet der Dinge (DE-588)7713781-4 s DE-604 Aachener Informatik Berichte, Software Engineering Band 54 (DE-604)BV040516036 54 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034142203&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kirchhof, Jörg Christian Model-driven development, deployment, and analysis of Internet of Things applications Aachener Informatik Berichte, Software Engineering Internet der Dinge (DE-588)7713781-4 gnd Modellgetriebene Entwicklung (DE-588)4832365-2 gnd |
| subject_GND | (DE-588)7713781-4 (DE-588)4832365-2 (DE-588)4113937-9 |
| title | Model-driven development, deployment, and analysis of Internet of Things applications |
| title_auth | Model-driven development, deployment, and analysis of Internet of Things applications |
| title_exact_search | Model-driven development, deployment, and analysis of Internet of Things applications |
| title_exact_search_txtP | Model-Driven Development, Deployment, and Analysis of Internet of Things Applications |
| title_full | Model-driven development, deployment, and analysis of Internet of Things applications Jörg Christian Kirchhof |
| title_fullStr | Model-driven development, deployment, and analysis of Internet of Things applications Jörg Christian Kirchhof |
| title_full_unstemmed | Model-driven development, deployment, and analysis of Internet of Things applications Jörg Christian Kirchhof |
| title_short | Model-driven development, deployment, and analysis of Internet of Things applications |
| title_sort | model driven development deployment and analysis of internet of things applications |
| topic | Internet der Dinge (DE-588)7713781-4 gnd Modellgetriebene Entwicklung (DE-588)4832365-2 gnd |
| topic_facet | Internet der Dinge Modellgetriebene Entwicklung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034142203&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV040516036 |
| work_keys_str_mv | AT kirchhofjorgchristian modeldrivendevelopmentdeploymentandanalysisofinternetofthingsapplications |