Orchestration ≈ OrchestrationOrchestration
View article: Advances and Open Problems in Federated Learning
Advances and Open Problems in Federated Learning Open
Federated learning (FL) is a machine learning setting where many clients (e.g., mobile devices or whole organizations) collaboratively train a model under the orchestration of a central server (e.g., service provider), while keeping the tr…
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On Multi-Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration Open
| openaire: EC/H2020/723172/EU//5GPagoda\n\t\t\tMulti-access edge computing (MEC) is an emerging ecosystem, which aims at converging telecommunication and IT services, providing a cloud computing platform at the edge of the radio access ne…
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Network Slicing and Softwarization: A Survey on Principles, Enabling Technologies, and Solutions Open
| openaire: EC/H2020/761816/EU//global5g.org\n\t\t\tNetwork slicing has been identified as the backbone of the rapidly evolving 5G technology. However, as its consolidation and standardization progress, there are no literatures that compre…
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Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future Open
The upcoming 5th Generation (5G) of wireless networks is expected to lay a foundation of intelligent networks with the provision of some isolated Artificial Intelligence (AI) operations. However, fully-intelligent network orchestration and…
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Metabolites: messengers between the microbiota and the immune system Open
The mammalian intestine harbors one of the largest microbial densities on Earth, necessitating the implementation of control mechanisms by which the host evaluates the state of microbial colonization and reacts to deviations from homeostas…
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Pandemics and Supply Chain Management Research: Toward a Theoretical Toolbox<sup>*</sup> Open
The COVID‐19 pandemic paralyzed the world and revealed the critical importance of supply chain management—perhaps more so than any other event in modern history—in navigating crises. The extensive scope of disruption, massive spillover of …
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Orchestrating industrial ecosystem in circular economy: A two-stage transformation model for large manufacturing companies Open
Making the transition to a circular economy is an important goal for society and individual companies, particularly in resource-intensive manufacturing industries. Yet the complexity and interdependencies of such an undertaking mean that n…
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Environmental uncertainty, resource orchestration and digital transformation: A fuzzy-set QCA approach Open
Digital transformation is essential if enterprises are to obtain a competitive advantage in the digital economy. However, successful transformation is a problem for both academia and industry. The literature mainly focuses on the net effec…
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Fog Orchestration for Internet of Things Services Open
Large-scale Internet of Things (IoT) services such as healthcare, smart cities, and marine monitoring are pervasive in cyber-physical environments. These complex IoT services are increasingly composed of sensors, devices, and compute resou…
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AI-Assisted Network-Slicing Based Next-Generation Wireless Networks Open
The integration of communications with different scales, diverse radio access technologies, and various network resources renders next-generation wireless networks (NGWNs) highly heterogeneous and dynamic. Emerging use cases and applicatio…
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Investigating the Influence of Artificial Intelligence on Business Value in the Digital Era of Strategy: A Literature Review Open
For organizations, the development of new business models and competitive advantages through the integration of artificial intelligence (AI) in business and IT strategies holds considerable promise. The majority of businesses are finding i…
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The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance Open
Today, most organizations are undergoing a digital transformation. At the same time, the gravity of environmental issues has put sustainability and the circular economy at the top of corporate agendas. To this end, information systems, in …
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Dynamic capabilities for ecosystem orchestration A capability-based framework for smart city innovation initiatives Open
Firms are faced with increased dynamism due to rapid technological development, digitalization, and sustainability requirements, creating novel opportunities for ecosystem innovation. This is particularly prevalent in smart city contexts w…
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TFX Open
Creating and maintaining a platform for reliably producing and deploying machine learning models requires careful orchestration of many components---a learner for generating models based on training data, modules for analyzing and validati…
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The Marathon 2: A Navigation System Open
Developments in mobile robot navigation have enabled robots to operate in warehouses, retail stores, and on sidewalks around pedestrians. Various navigation solutions have been proposed, though few as widely adopted as ROS Navigation. 10 y…
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Management and orchestration challenges in network functions virtualization Open
© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes,crea…
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The democratic legitimacy of orchestration: the UNFCCC, non-state actors, and transnational climate governance Open
Is orchestration democratically legitimate? On one hand, debates concerning the legitimacy and democratic deficits of international politics continue unabated. On the other, the Secretariat of the United Nations Framework Convention on Cli…
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Co-Designing a Real-Time Classroom Orchestration Tool to Support Teacher–AI Complementarity Open
Involving stakeholders throughout the creation of new educational technologies can help ensure their usefulness and usability in real-world contexts. However, given the complexity of learning analytics (LA) systems, it can be challenging t…
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Mobile network architecture evolution toward 5G Open
As a chain is as strong as its weakest element, so are the efficiency, flexibility, and robustness of a mobile network, which relies on a range of different functional elements and mechanisms. Indeed, the mobile network architecture needs …
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A Survey of Intelligent Network Slicing Management for Industrial IoT: Integrated Approaches for Smart Transportation, Smart Energy, and Smart Factory Open
Network slicing has been widely agreed as a promising technique to accommodate diverse services for the Industrial Internet of Things (IIoT). Smart transportation, smart energy, and smart factory/manufacturing are the three key services to…
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Supply chain learning of sustainability in multi-tier supply chains Open
Purpose The purpose of this paper is to explore how multinational corporations (MNCs) orchestrate internal and external resources to help their multi-tier supply chains learn sustainability-related knowledge. Design/methodology/approach An…
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Multiword Expression Processing: A Survey Open
Multiword expressions (MWEs) are a class of linguistic forms spanning conventional word boundaries that are both idiosyncratic and pervasive across different languages. The structure of linguistic processing that depends on the clear disti…
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Green intellectual capital and ambidextrous green innovation: The impact on environmental performance Open
This study relies on a unique synthesis of ambidexterity theory and the natural resource orchestration approach to investigate how green intellectual capital elements, namely green human, structural, and relational capital, along with ambi…
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Edge-Computing Architectures for Internet of Things Applications: A Survey Open
The rapid growth of the Internet of Things (IoT) applications and their interference with our daily life tasks have led to a large number of IoT devices and enormous sizes of IoT-generated data. The resources of IoT devices are limited; th…
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QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey Open
We provide in this paper a tutorial and a comprehensive survey of QoE\nmanagement solutions in current and future networks. We start with a high level\ndescription of QoE management for multimedia services, which integrates QoE\nmodelling,…
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6G Architecture to Connect the Worlds Open
The post-pandemic future will offer tremendous opportunity and challenge from transformation of the human experience linking physical, digital and biological worlds: 6G should be based on a new architecture to fully realize the vision to c…
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Valuing the Contributions of Nonstate and Subnational Actors to Climate Governance Open
Nonstate and subnational climate governance activities are proliferating. Alongside them are databases and registries that attempt to calculate their contributions to global decarbonization. We label these registries “orchestration platfor…
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Open-System Orchestration as a Relational Source of Sensing Capabilities: Evidence from a Venture Association Open
Research on innovation networks has highlighted the pivotal role that actors with more prominence and power, such as hub firms, may play in orchestrating the activities of other network members along a collective innovation effort. Our stu…
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Valuing Value in Innovation Ecosystems: How Cross-Sector Actors Overcome Tensions in Collaborative Sustainable Business Model Development Open
This article aims to uncover the processes of developing sustainable business models in innovation ecosystems. Innovation ecosystems with sustainability goals often consist of cross-sector partners and need to manage three tensions: the te…
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What Is Morphological Computation? On How the Body Contributes to Cognition and Control Open
The contribution of the body to cognition and control in natural and artificial agents is increasingly described as “offloading computation from the brain to the body,” where the body is said to perform “morphological computation.” Our inv…