Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration

Future AI applications require performance, reliability and privacy that the existing, cloud-dependant system architectures cannot provide. In this article, we study orchestration in the device-edge-cloud continuum, and focus on AI for edge, that is, the AI methods used in resource orchestration. We claim that to support the constantly growing requirements of intelligent applications in the device-edge-cloud computing continuum, resource orchestration needs to embrace edge AI and emphasize local autonomy and intelligence. To justify the claim, we provide a general definition for continuum orchestration, and look at how current and emerging orchestration paradigms are suitable for the computing continuum. We describe certain major emerging research themes that may affect future orchestration, and provide an early vision of an orchestration paradigm that embraces those research themes. Finally, we survey current key edge AI methods and look at how they may contribute into fulfilling the vision of future continuum orchestration.Comment: 50 pages, 8 figures (Revised content in all sections, added figures and new section

Regions in International Trade

The book provides a comprehensive approach to the assessment of the nature of exporting activity, combining well-established theoretical reasoning with empirical evidence, and also signalling important economic policy recommendations. It is suitable for a wide range of recipients ranging from scholars and students to policy-makers or local/regional authorities engaged in the process of designing/implementing regional policies

Marine Resources, Climate Change and International Management Regimes

This open access volume examines how international institutions set up to manage marine living resources are adapting to the effects of climate change on the geographic distribution of these resources. In the Barents Sea, the world’s biggest cod stock is expanding north-eastwards, while in the Nordic Seas significant changes in abundance, distribution and migration patterns can be observed in the world’s largest stocks for mackerel and herring. In the Antarctic, increasing temperatures and the associated declines in sea ice, ocean acidification and changes in circulation is likely to affect the geographical distribution of krill, the keystone species of Southern Ocean ecosystems. These developments put established international management regimes under pressure. In this interdisciplinary research volume, world-leading marine biologists, international lawyers and political scientists join efforts to study the resilience of Arctic and Antarctic marine resource management institutions to large-scale shifts of major marine stocks. The eBook editions of this book are available open access under a CC BY-NC-ND 3.0 licence on bloomsburycollections.com

The Economic Effects of Trust : Theory and Empirical Evidence

Butter, F.A.G. den [Promotor

Improving Energy Efficiency through Data-Driven Modeling, Simulation and Optimization

In October 2014, the EU leaders agreed upon three key targets for the year 2030: a reduction by at least 40% in greenhouse gas emissions, savings of at least 27% for renewable energy, and improvements by at least 27% in energy efficiency. The increase in computational power combined with advanced modeling and simulation tools makes it possible to derive new technological solutions that can enhance the energy efficiency of systems and that can reduce the ecological footprint. This book compiles 10 novel research works from a Special Issue that was focused on data-driven approaches, machine learning, or artificial intelligence for the modeling, simulation, and optimization of energy systems

Marine Resources, Climate Change and International Management Regimes

This open access volume examines how international institutions set up to manage marine living resources are adapting to the effects of climate change on the geographic distribution of these resources. In the Barents Sea, the world’s biggest cod stock is expanding north-eastwards, while in the Nordic Seas significant changes in abundance, distribution and migration patterns can be observed in the world’s largest stocks for mackerel and herring. In the Antarctic, increasing temperatures and the associated declines in sea ice, ocean acidification and changes in circulation is likely to affect the geographical distribution of krill, the keystone species of Southern Ocean ecosystems. These developments put established international management regimes under pressure. In this interdisciplinary research volume, world-leading marine biologists, international lawyers and political scientists join efforts to study the resilience of Arctic and Antarctic marine resource management institutions to large-scale shifts of major marine stocks. The eBook editions of this book are available open access under a CC BY-NC-ND 3.0 licence on bloomsburycollections.com