Titel: Heterogeneity, High Performance Computing, Self-Organization and the Cloud (Palgrave Studies in Digital Business & Enabling Technologies)
Verlag: Palgrave Macmillan
Erscheinungsjahr: 2018
Sprache: Englisch
ISBN-10: 3030093875
ISBN-13: 9783030093877
Einband: Softcover
Zustand: New

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Inhaltsangabe

1 Chapter 1: Addressing the Complexity of HPC in the Cloud: Emergence, Self-Organisation, Self-Management and the Separation of Concerns

1.1 Introduction. 14

1.2 Cloud Computing. 14

1.3 High Performance Computing. 16

1.4 HPC and the Cloud. 18

1.5 Heterogeneous Computing. 19

1.6 Addressing Complexity in the Cloud through Self-* Design Principles. 21

1.7 Application Scenarios. 25

1.7.1 Oil and Gas Exploration. 25

1.7.2 Ray Tracing. 26

1.7.3 Genomics. 26

1.8 Conclusion. 28

1.9 Chapter 1 Related CloudLightning Readings. 29

2 Chapter 2: Cloud Architectures and Management Approaches. 35

2.1 Introduction. 36

2.2 Cloud Architecture. 36

2.2.1 Infrastructure Organisation. 37

2.2.2 The Cloud Management Layer. 39

2.2.3 The Service Delivery Layer. 40

2.3 Transitioning to Heterogeneous Clouds. 41

2.3.1 Resource Management. 42

2.3.2 Resource Abstraction. 43

2.4 The CloudLightning Approach. 43

2.4.1 Infrastructure Organisation. 43

2.4.2 Hardware Organisation. 44

2.4.3 The Cloud Management Layer. 44

2.4.4 Service Delivery Model. 48

2.4.5 Advanced Architecture Support. 49

2.5 Conclusion. 51

2.6 Chapter 2 Related CloudLightning Readings. 52

3 Chapter 3: Self-organising, Self-managing Frameworks and Strategies 55

3.1 Introduction. 56

3.2 Key Concepts. 56

3.3 Augmenting the CloudLightning Architecture. 57

3.4 Self-organisation and Self-management in CloudLightning Architecture. 59

3.4.1 Directed Evolution. 59

3.4.2 Self-management mechanisms. 61

3.4.3 Self-organisation mechanisms. 64

3.5 CloudLightning SOSM strategies. 65

3.5.1 Self-management strategies. 65

3.5.2 Self-organisation strategies. 67

3.6 Conclusion. 70

3.7 Chapter 3 Related CloudLightning Readings. 71

4 Chapter 4: Application Blueprints and Service Description.. 72

4.1 Introduction. 73

4.2 Representative Application Lifecycle and Resource Management Frameworks. 73

4.3 &nb

�ber die Autorin bzw. den Autor

Theo Lynn is Professor of Digital Business and the Associate Dean (Industry Engagement & Innovation) at DCU Business School, Ireland.

John P. Morrison is the founder and director of the Centre for Unified Computing, University College Cork, Ireland.

David Kenny is the project manager of the CloudLightning project at University College Cork, Ireland.

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