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Table of Contents
Preface; Background; Content; Intended Readership; Contents; Contributors; Part I Introduction; 1 The Notion of Self-aware Computing; 1.1 Introduction; 1.2 Definition of Self-aware Computing; 1.3 Previous Initiatives in Self-aware Computing; 1.3.1 Self-awareness in Artificial Intelligence; 1.3.2 Engineering Self-aware Systems; 1.3.3 Self-awareness in Pervasive Computing; 1.3.4 Systems with Decentralized Self-awareness; 1.3.5 Computational Self-awareness; 1.4 A Concept of a Self-aware Learning and Reasoning Loop; 1.5 Conclusion; References.
2 Self-aware Computing Systems: Related Concepts and Research Areas2.1 Introduction; 2.2 Control; 2.3 Artificial Intelligence; 2.3.1 Overview of Agents and Multi-agent Systems; 2.3.2 Comparison with Self-aware Computing; 2.4 Autonomic Computing; 2.5 Organic Computing; 2.6 Service-Based Systems and Cloud Computing; 2.6.1 Service-Based Systems; 2.6.2 Cloud Computing; 2.6.3 Comparison with Self-aware Computing; 2.7 Self-organizing Systems; 2.7.1 Overview of Self-organizing Systems; 2.7.2 Cross-pollination Opportunities with Self-aware Computing; 2.8 Self-adaptive Systems.
2.8.1 Overview of Basic Self-adaptive Systems2.8.2 Anticipatory Self-adaptive Systems; 2.9 Reflective Computing; 2.10 Models@run.time and Reflection; 2.11 Situation-Aware Systems and Context Awareness; 2.12 Symbiotic Cognitive Computing; 2.13 Auto-tuning; 2.14 Constructive Definition; 2.15 Summary; References; 3 Towards a Framework for the Levels and Aspects of Self-aware Computing Systems; 3.1 Introduction; 3.1.1 Why Consider Types of Self-awareness in Computing Systems?; 3.1.2 Summary of This Chapter; 3.2 Fundamentals, Inspiration, and Interpretations in Computing.
3.2.1 What Is Self-awareness?3.2.2 Interpretations and Applications; 3.3 A Conceptual Framework; 3.3.1 Overarching Levels of Self-awareness; 3.3.2 Aspects of Reflective and Meta-reflective Self-awareness; 3.3.3 Domain of Self-awareness; 3.3.4 Putting It All Together; 3.4 Self-awareness and Goals; 3.5 Challenges; References; 4 Reference Scenarios for Self-aware Computing; 4.1 Introduction; 4.2 Rationale; 4.3 Adaptive Sorting; 4.3.1 Scenario; 4.3.2 Key Questions; 4.4 Data Center Resource Management; 4.4.1 Scenario; 4.4.2 Key Questions; 4.5 Cyber-Physical Systems; 4.5.1 Thermostat.
4.5.2 Smart Home4.5.3 Smart Micro-grid; 4.5.4 System of Autonomous Shuttles; 4.6 Conclusion; References; Part II System Architectures; 5 Architectural Concepts for Self-aware Computing Systems; 5.1 Introduction; 5.2 Preliminaries; 5.2.1 Running Example: Smart Home; 5.2.2 Architectural Modeling with UML; 5.2.3 Self-awareness Terminology and Framework; 5.3 Architectural Elements for Self-awareness; 5.3.1 System, Environmental Context, and Modules; 5.3.2 Reflective and Prereflective Processes; 5.3.3 Awareness Models, Empirical Data (Models), and Goal Models.
2 Self-aware Computing Systems: Related Concepts and Research Areas2.1 Introduction; 2.2 Control; 2.3 Artificial Intelligence; 2.3.1 Overview of Agents and Multi-agent Systems; 2.3.2 Comparison with Self-aware Computing; 2.4 Autonomic Computing; 2.5 Organic Computing; 2.6 Service-Based Systems and Cloud Computing; 2.6.1 Service-Based Systems; 2.6.2 Cloud Computing; 2.6.3 Comparison with Self-aware Computing; 2.7 Self-organizing Systems; 2.7.1 Overview of Self-organizing Systems; 2.7.2 Cross-pollination Opportunities with Self-aware Computing; 2.8 Self-adaptive Systems.
2.8.1 Overview of Basic Self-adaptive Systems2.8.2 Anticipatory Self-adaptive Systems; 2.9 Reflective Computing; 2.10 Models@run.time and Reflection; 2.11 Situation-Aware Systems and Context Awareness; 2.12 Symbiotic Cognitive Computing; 2.13 Auto-tuning; 2.14 Constructive Definition; 2.15 Summary; References; 3 Towards a Framework for the Levels and Aspects of Self-aware Computing Systems; 3.1 Introduction; 3.1.1 Why Consider Types of Self-awareness in Computing Systems?; 3.1.2 Summary of This Chapter; 3.2 Fundamentals, Inspiration, and Interpretations in Computing.
3.2.1 What Is Self-awareness?3.2.2 Interpretations and Applications; 3.3 A Conceptual Framework; 3.3.1 Overarching Levels of Self-awareness; 3.3.2 Aspects of Reflective and Meta-reflective Self-awareness; 3.3.3 Domain of Self-awareness; 3.3.4 Putting It All Together; 3.4 Self-awareness and Goals; 3.5 Challenges; References; 4 Reference Scenarios for Self-aware Computing; 4.1 Introduction; 4.2 Rationale; 4.3 Adaptive Sorting; 4.3.1 Scenario; 4.3.2 Key Questions; 4.4 Data Center Resource Management; 4.4.1 Scenario; 4.4.2 Key Questions; 4.5 Cyber-Physical Systems; 4.5.1 Thermostat.
4.5.2 Smart Home4.5.3 Smart Micro-grid; 4.5.4 System of Autonomous Shuttles; 4.6 Conclusion; References; Part II System Architectures; 5 Architectural Concepts for Self-aware Computing Systems; 5.1 Introduction; 5.2 Preliminaries; 5.2.1 Running Example: Smart Home; 5.2.2 Architectural Modeling with UML; 5.2.3 Self-awareness Terminology and Framework; 5.3 Architectural Elements for Self-awareness; 5.3.1 System, Environmental Context, and Modules; 5.3.2 Reflective and Prereflective Processes; 5.3.3 Awareness Models, Empirical Data (Models), and Goal Models.