12 research outputs found

    Introduction to Devices Orchestration in Internet of Things Using SBPMN

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    In this research we try to provide an architecture that allows the orchestration of objects that are part of the Internet of things creating business processes. Internet of Things is still in full development; this implies that there is a lack of standards for its proper implementation. Among these gaps is for example the technology used to allow objects to connect to the network, since there are several options but none seems to end imposed that is why this work try to provide architecture that imposes an alternative solution to this problem. However, it is difficult to provide a common solution to all the objects used in everyday life because of its great diversity, it requires us to classify them and thus create an appropriate architecture for each of the types These architectures are designed to facilitate the devices orchestration in a similar way as is currently done with web services enabling business process modeling

    Kuruma: The Vehicle Automatic Data Capture for Urban Computing Collaborative Systems

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    Smartphones can provide coverage in large areas all around the world and with the availability of powerful operating systems they can become solid sensing infrastructures. In fact, static sensors are hard to deploy and maintain while modern mobile devices include many sensors that can be used to sense and benefit from collaborative communities. This project tries to improve urban computing by developing a framework able to create monitoring applications for mobile devices, focusing on obtaining the highest degree of interoperability between sensors. A prototype application has been developed to demonstrate the feasibility of creating multidisciplinary applications with several different approaches. The application developed consists of a Road Roughness Information System that measures smoothness and detects irregularities on the roads

    IoT in education: integration of objects with virtual academic communities

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    Internet has changed the way people interact and education has not been immune to this change, which has created new forms of interaction between teachers and students that helps to improve the teaching and learning process, and expands the context in which students learn. Moreover, with the integration of objects to the Internet, new possibilities for applications and services in domains such as education are available, where its use can lead to innovations that could facilitate the teaching-learning process. In this paper a new model for integrating objects to Virtual Academic Communities (VAC) is proposed. Tests of the proposed model were performed by the implementation of a case study, and the outcomes show that using IoT provides a more engaging learning environment for students and more data about the learning process to help teachers to enhance their knowledge about the learning pace of their students and their learning difficultie

    Kuruma: The Vehicle Automatic Data Capture for Urban Computing Collaborative Systems

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    Smartphones can provide coverage in large areas all around the world and with the availability of powerful operating systems they can become solid sensing infrastructures. In fact, static sensors are hard to deploy and maintain while modern mobile devices include many sensors that can be used to sense and benefit from collaborative communities. This project tries to improve urban computing by developing a framework able to create monitoring applications for mobile devices, focusing on obtaining the highest degree of interoperability between sensors. A prototype application has been developed to demonstrate the feasibility of creating multidisciplinary applications with several different approaches. The application developed consists of a Road Roughness Information System that measures smoothness and detects irregularities on the road

    Erweiterung einer Modellierungsmethodik für serviceorientiertes Geschäftsprozessmanagement

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    The introduction of service-oriented architectures (SOA) in the enterprise context promises many advantages. For example, by composing existing services new capabilities can be provided quickly allowing a fast and agile reaction to changing market conditions. In order to support companies in a successful adoption of SOA, service-orientation must be integrated in their enterprise architecture. Many companies made high investments in the past modelling their enterprise architecture based on different modelling methods. The introduction of SOA is fostered if existing models can be reused and investments are preserved. Therefore, existing modelling methods must be extended by service-oriented concepts. This thesis extends the modelling method ARIS with concepts for service-oriented business process management. It contributes a graphical modelling language, which is tightly integrated with the existing ARIS modelling method. Besides a modelling language, a modelling method also consists of algorithms and applications using the content captured in the models. Therefore, this thesis develops three distinct applications based on the contributed modelling language. First, service discovery enables identifying services needed for business process automation. Second, the automated EPC to BPEL model transformation allows transforming a business process into an executable service orchestration. Third, semantic business process management formalises enterprise models so that they are machine processable. To evaluate the usefulness of the designed modelling language and the developed applications, two empirical case studies are conducted. The first case study evaluates the modelling language together with the applications service discovery and process transformation. The second case study evaluates the application semantic business process management. Both case studies demonstrate the usefulness and relevance of the modelling language as well as its applications. Hence, companies introducing service-oriented concepts can use the extended ARIS modelling method to document and analyse their service-oriented enterprise architecture.Serviceorientierte Architekturen (SOA) versprechen diverse Vorteile bei der Anwendung im Unternehmenskontext. So können z.B. durch Kombination unabhängiger Services neue Dienste kurzfristig bereitgestellt werden, was zu einer höheren Flexibilität und Agilität des Unternehmens führt. Damit Unternehmen das SOA-Konzept erfolgreich umsetzen können, muss die Serviceorientierung in die Unternehmensarchitektur integriert sein. Viele Unternehmen haben in der Vergangenheit bereits in die Modellierung ihrer Unternehmensarchitektur auf Basis verschiedener Modellierungsmethodiken investiert. Damit das SOA-Konzept auf breite Akzeptanz stößt, müssen die vorhandenen Modelle wiederverwendet werden. Dies wird erleichtert, wenn existierende Modellierungsmethodiken um serviceorientierte Modellierungskonzepte erweitert werden. In der vorliegenden Arbeit wurde die Modellierungsmethodik ARIS um Modellierungskonzepte für serviceorientierte Unternehmensarchitekturen erweitert. Dazu wurde eine konkrete grafische Modellierungssprache entwickelt und in ARIS integriert. Da eine Modellierungsmethodik neben einer Modellierungssprache auch Algorithmen und Verfahren zur Auswertung der erstellten Modelle umfasst, wurden in der vorliegenden Arbeit drei Anwendungen entwickelt. Mit der Servicesuche können zur Geschäftsprozessautomatisierung benötigte Services automatisch identifiziert werden. Mit der Geschäftsprozesstransformation können als EPK-Modell vorliegende Geschäftsprozesse automatisch in eine Serviceorchestrierung auf Basis von BPEL überführt werden. Mit dem semantischen Geschäftsprozessmanagement werden Geschäftsprozesse soweit formalisiert, dass sie durch maschinelle Verfahren auswertbar sind. Um die Nützlichkeit und Relevanz der Modellierungsmethodik samt der entwickelten Anwendungen zu evaluieren, wurden zwei empirische Fallstudien durchgeführt. In der ersten Fallstudie wurde die entwickelte Modellierungssprache sowie die Anwendungen Servicesuche und Geschäftsprozesstransformation untersucht. In Fallstudie zwei wurde die Anwendung semantisches Geschäftsprozessmanagement evaluiert. Beide Fallstudien haben die Nützlichkeit und Relevanz der Modellierungsmethodik und der Anwendungen bestätigt. Damit können Unternehmen auf Basis der in dieser Arbeit entwickelten Erweiterung von ARIS ihre serviceorientierte Unternehmensarchitektur dokumentieren und auswerten

    Identity Management Framework for Internet of Things

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    Self-managed Workflows for Cyber-physical Systems

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    Workflows are a well-established concept for describing business logics and processes in web-based applications and enterprise application integration scenarios on an abstract implementation-agnostic level. Applying Business Process Management (BPM) technologies to increase autonomy and automate sequences of activities in Cyber-physical Systems (CPS) promises various advantages including a higher flexibility and simplified programming, a more efficient resource usage, and an easier integration and orchestration of CPS devices. However, traditional BPM notations and engines have not been designed to be used in the context of CPS, which raises new research questions occurring with the close coupling of the virtual and physical worlds. Among these challenges are the interaction with complex compounds of heterogeneous sensors, actuators, things and humans; the detection and handling of errors in the physical world; and the synchronization of the cyber-physical process execution models. Novel factors related to the interaction with the physical world including real world obstacles, inconsistencies and inaccuracies may jeopardize the successful execution of workflows in CPS and may lead to unanticipated situations. This thesis investigates properties and requirements of CPS relevant for the introduction of BPM technologies into cyber-physical domains. We discuss existing BPM systems and related work regarding the integration of sensors and actuators into workflows, the development of a Workflow Management System (WfMS) for CPS, and the synchronization of the virtual and physical process execution as part of self-* capabilities for WfMSes. Based on the identified research gap, we present concepts and prototypes regarding the development of a CPS WFMS w.r.t. all phases of the BPM lifecycle. First, we introduce a CPS workflow notation that supports the modelling of the interaction of complex sensors, actuators, humans, dynamic services and WfMSes on the business process level. In addition, the effects of the workflow execution can be specified in the form of goals defining success and error criteria for the execution of individual process steps. Along with that, we introduce the notion of Cyber-physical Consistency. Following, we present a system architecture for a corresponding WfMS (PROtEUS) to execute the modelled processes-also in distributed execution settings and with a focus on interactive process management. Subsequently, the integration of a cyber-physical feedback loop to increase resilience of the process execution at runtime is discussed. Within this MAPE-K loop, sensor and context data are related to the effects of the process execution, deviations from expected behaviour are detected, and compensations are planned and executed. The execution of this feedback loop can be scaled depending on the required level of precision and consistency. Our implementation of the MAPE-K loop proves to be a general framework for adding self-* capabilities to WfMSes. The evaluation of our concepts within a smart home case study shows expected behaviour, reasonable execution times, reduced error rates and high coverage of the identified requirements, which makes our CPS~WfMS a suitable system for introducing workflows on top of systems, devices, things and applications of CPS.:1. Introduction 15 1.1. Motivation 15 1.2. Research Issues 17 1.3. Scope & Contributions 19 1.4. Structure of the Thesis 20 2. Workflows and Cyber-physical Systems 21 2.1. Introduction 21 2.2. Two Motivating Examples 21 2.3. Business Process Management and Workflow Technologies 23 2.4. Cyber-physical Systems 31 2.5. Workflows in CPS 38 2.6. Requirements 42 3. Related Work 45 3.1. Introduction 45 3.2. Existing BPM Systems in Industry and Academia 45 3.3. Modelling of CPS Workflows 49 3.4. CPS Workflow Systems 53 3.5. Cyber-physical Synchronization 58 3.6. Self-* for BPM Systems 63 3.7. Retrofitting Frameworks for WfMSes 69 3.8. Conclusion & Deficits 71 4. Modelling of Cyber-physical Workflows with Consistency Style Sheets 75 4.1. Introduction 75 4.2. Workflow Metamodel 76 4.3. Knowledge Base 87 4.4. Dynamic Services 92 4.5. CPS-related Workflow Effects 94 4.6. Cyber-physical Consistency 100 4.7. Consistency Style Sheets 105 4.8. Tools for Modelling of CPS Workflows 106 4.9. Compatibility with Existing Business Process Notations 111 5. Architecture of a WfMS for Distributed CPS Workflows 115 5.1. Introduction 115 5.2. PROtEUS Process Execution System 116 5.3. Internet of Things Middleware 124 5.4. Dynamic Service Selection via Semantic Access Layer 125 5.5. Process Distribution 126 5.6. Ubiquitous Human Interaction 130 5.7. Towards a CPS WfMS Reference Architecture for Other Domains 137 6. Scalable Execution of Self-managed CPS Workflows 141 6.1. Introduction 141 6.2. MAPE-K Control Loops for Autonomous Workflows 141 6.3. Feedback Loop for Cyber-physical Consistency 148 6.4. Feedback Loop for Distributed Workflows 152 6.5. Consistency Levels, Scalability and Scalable Consistency 157 6.6. Self-managed Workflows 158 6.7. Adaptations and Meta-adaptations 159 6.8. Multiple Feedback Loops and Process Instances 160 6.9. Transactions and ACID for CPS Workflows 161 6.10. Runtime View on Cyber-physical Synchronization for Workflows 162 6.11. Applicability of Workflow Feedback Loops to other CPS Domains 164 6.12. A Retrofitting Framework for Self-managed CPS WfMSes 165 7. Evaluation 171 7.1. Introduction 171 7.2. Hardware and Software 171 7.3. PROtEUS Base System 174 7.4. PROtEUS with Feedback Service 182 7.5. Feedback Service with Legacy WfMSes 213 7.6. Qualitative Discussion of Requirements and Additional CPS Aspects 217 7.7. Comparison with Related Work 232 7.8. Conclusion 234 8. Summary and Future Work 237 8.1. Summary and Conclusion 237 8.2. Advances of this Thesis 240 8.3. Contributions to the Research Area 242 8.4. Relevance 243 8.5. Open Questions 245 8.6. Future Work 247 Bibliography 249 Acronyms 277 List of Figures 281 List of Tables 285 List of Listings 287 Appendices 28

    Introduction to devices orchestration in Internet of things using SBPMN

    No full text
    In this research we try to provide an architecture that allows the orchestration of objects that are part of the Internet of things creating business processes. Internet of Things is still in full development; this implies that there is a lack of standards for its proper implementation. Among these gaps is for example the technology used to allow objects to connect to the network, since there are several options but none seems to end imposed that is why this work try to provide architecture that imposes an alternative solution to this problem. However, it is difficult to provide a common solution to all the objects used in everyday life because of its great diversity, it requires us to classify them and thus create an appropriate architecture for each of the types These architectures are designed to facilitate the devices orchestration in a similar way as is currently done with web services enabling business process modeling

    Introduction to Devices Orchestration in Internet of Things Using SBPMN

    No full text
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