Beyond Edge Computing: Swarm Computing and Ad-Hoc Edge Clouds
- 3h 38m
- Ana Juan Ferrer
- Springer
- 2023
This book explores the most recent Edge and Distributed Cloud computing research and industrial advances, settling the basis for Advanced Swarm Computing developments. It features the Swarm computing concepts and realizes it as an Ad-hoc Edge Cloud architecture.
Unlike current techniques in Edge and Cloud computing that solely view IoT connected devices as sources of data, Swarm computing aims at using the compute capabilities of IoT connected devices in coordination with current Edge and Cloud computing innovations. In addition to being more widely available, IoT-connected devices are also quickly becoming more sophisticated in terms of their ability to carry considerable compute and storage resources. Swarm computing and Ad-hoc Edge Cloud take full advantage of this trend to create on-demand, autonomic and decentralized self-managed computing infrastructures.
Focusing on cognitive resource and service management, the book examines the specific research challenges of the Swarm computing approach, related to the characteristics of IoT connected devices that form the infrastructure. It also offers academics and practitioners insights for future research in the fields of Edge and Swarm computing.
About the Author
Ana Juan Ferrer currently is Programme Officer for the European Commission Directorate-General for Communications Networks, Content and Technology, Future Networks, Cloud and Software Unit. Prior to this position, she spent 15 years performing industrial research as Head of Edge Computing Unit at Atos, Research & Innovation department. During this period, she was an Atos Distinguished Expert in Cloud Domain and Atos Scientific Community founding member in charge of Edge and Swarm computing Track.
In this Book
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Introduction
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Setting the Scene: Cloud, Edge, Mobile and Ad-hoc Computing Context
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Cloud Computing
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Mobile Cloud Computing
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Mobile Ad-hoc Cloud Computing
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Edge and Fog Computing
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Additional Technologies for Swarm Development
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Computing Beyond Edge: The Swarm Computing Concept
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Building Blocks for Ad-hoc Edge Clouds
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Cognitive Resource Management in Ad-hoc Edge Clouds
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Service Placement and Management
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Next Steps for Ad-hoc Edge Cloud and Swarm Computing Realization
