The evolution of pervasive information systems / / edited by Manuele Kirsch Pinheiro, [and three others]

• Record Nr.: UNISA996547958803316
• Pubbl/distr/stampa: Cham, Switzerland : , : Springer, , [2023]; ©2023
• ISBN: 3-031-18176-X
• Descrizione fisica: 1 online resource (195 pages)
• Disciplina: 943.005
• Soggetti: Electronic data processing; Punched card systems
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- Preface -- Contents -- What Is a "Pervasive Information System" (PIS)? -- 1 Introduction -- 2 What Is an Information System (IS)? -- 3 Information System Evolution: Towards a Pervasive Information System -- 4 Defining Pervasive Information System -- 5 PIS Requirements and Characteristics -- 5.1 Minimal Requirements -- 5.2 Additional Characteristics -- 6 Final Remarks -- References -- Design and Modeling in Pervasive Information Systems -- 1 Introduction -- 2 Research Approach -- 3 Results of the Systematic Mapping Study -- 3.1 RQ1. What Is the Distribution Evolution of the Sources? -- 3.2 RQ2. How Is Addressed the Design and Modeling of Pervasive Information Systems in Research Proposals? -- 3.2.1 Paper Type -- 3.2.2 Nature of the Proposal -- 3.2.3 Added Value of the Proposal -- 3.2.4 Usage of the IoT Based System -- 3.2.5 Application Domain -- 3.2.6 Discussion -- 3.3 RQ3. How Are Met the PIS Requirements in These Design-Dedicated Research Proposals? -- 4 Conclusion and Open Issues -- References -- SMS References*12pt -- The Context Awareness Challenges for PIS -- 1 Introduction -- 2 Literature Review -- 3 Towards a Context Facility -- 4 Impact of a Context Facility Vision on Context Management -- 5 Discussion -- 6 Conclusion -- Bibliography -- Middleware Supporting PIS: Requirements, Solutions, and Challenges -- 1 Introduction -- 2 Requirements for PIS Middleware -- 2.1 Sensing and Actuation Support -- 2.2 Context-Awareness -- 2.3 Dynamic ; Adaptation Capabilities -- 2.4 Quality of Context Management -- 2.5 Application Development Support -- 2.6 Support for Multiple Interaction Patterns -- 2.7 Enabling Interoperability -- 2.8 Security and Privacy -- 2.9 Scalability -- 2.10 Energy Efficiency and Energy-Awareness -- 3 State of the Art on Middleware Supporting PIS Requirements -- 3.1 QoC Management.; 3.2 Protocols for Multiple Interaction Patterns -- 3.3 Enabling Interoperability -- 3.4 Security and Privacy -- 3.5 Scalability -- 3.6 Energy Efficiency and Energy-Awareness -- 4 PIS Middleware Proposals -- 4.1 QoC Management with QoCIM and Processing Functions -- 4.2 muDEBS -- 4.3 DeX Mediators -- 4.4 QoDisco -- 4.5 IoTVar -- 5 Open Challenges for Future PIS Middleware -- 5.1 Enabling End-to-End Interoperability -- 5.2 PIS Adaptive Middleware -- 5.3 Support to Develop PIS Relying on Middleware -- 5.4 Privacy and Security -- 5.5 Context Data Sampling and Filtering -- 5.6 PIS Sustainability -- 6 Conclusion -- References -- Edge Computing and Learning -- 1 Introduction -- 2 Edge Computing in Pervasive Computing -- 2.1 Principles and Examples -- 2.2 Terminology -- 3 Edge Pervasive Applications -- 3.1 Challenges -- 3.1.1 Application Design -- 3.1.2 Application Security -- 3.1.3 Application Data -- 3.1.4 Application Context -- 3.1.5 Application Placement -- 3.2 Pervasive Platforms -- 3.3 Conclusion -- 4 Machine Learning on the Edge -- 4.1 Principles -- 4.2 A Variety of Actors -- 4.3 A Specific Life-Cycle -- 4.4 Conclusion -- 5 Challenges -- 5.1 Model Development -- 5.2 Installation -- 5.3 Configuration -- 5.4 Data Collection -- 5.5 Model Execution -- 5.6 Model Monitoring -- 5.7 Model Update -- 6 Recent Trends -- 6.1 Microservice-Based Platform -- 6.2 Federated Learning -- 7 Conclusion -- References -- PIS: IoT &amp -- Industry 4.0 Challenges -- 1 Introduction -- 2 State of the Art -- 3 Existing Solutions -- 3.1 IIoT Protocols -- 3.2 Industry 4.0 Architectures -- 3.3 Standards -- 4 Discussions -- 5 Conclusions -- References -- PIS: Interoperability and Decision-Making Process-A Review -- 1 Introduction -- 2 Background and Related Reviews -- 3 Systematic Research Process -- 4 IT Artifacts for Interoperability and Their Implications in PIS/SoIS.; 5 Ten Factors Influencing PIS/SoIS Interoperability -- 5.1 Technical Factors -- 5.2 Human Factors -- 5.3 Organizational Factors -- 5.4 Impact of Interoperability Factors in the Decision-making Processes -- 6 Key Findings and Reflections -- 7 Final Remarks and Future Directions -- References.