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Transpiling Applications into Optimized Serverless Orchestrations

Joel Scheuner, Philipp Leitner
2019 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W)  
function-level interfaces for code and configuration.  ...  However, composing a serverless application consisting of many tiny functions is still a cumbersome and inflexible process due to the lack of a unified source code view and strong coupling to non-standardized  ...  ACKNOWLEDGMENT This work was partially supported by the Wallenberg AI, Autonomous Systems and Software Program (WASP) funded by the Knut and Alice Wallenberg Foundation, and the Swedish Research Council  ... 
doi:10.1109/fas-w.2019.00031 dblp:conf/saso/ScheunerL19 fatcat:osiah2dlhvd2vocwbxl2zlqem4

IIP-Ecosphere Platform Requirements (Usage View)

Stichweh Heiko, Sauer Christian, Eichelberger Holger
2021 Zenodo  
Based on discussions of partners with interests in the platform and the platform architecture, i.e., the Think Tank "Platform" and the work package "AI Accelerator", a joint vision of the IIP-Ecosphere  ...  Based on the precursor work on the related edge configuration and management by the Lab Networks Industry 4.0 testbed "edge configuration" [LNI-UV], the authors used the joint vision as basis for creating  ...  The authors would like to thank all partners who participated and contributed to the IIP-Ecosphere Usage View workshops and also contributed to establishing the Usage View of the IIP-Ecosphere platform  ... 
doi:10.5281/zenodo.4485801 fatcat:qff7dxfuwva5fahdrde4bauobq

Artificial Intelligence for Enhanced Mobility and 5G Connectivity in UAV-Based Critical Missions

Silvia Lins, Kleber Cardoso, Cristiano Bonato Both, Luciano Mendes, Jose De Rezende, Antonio Silveira, Neiva Linder, Aldebaro Klautau
2021 IEEE Access  
There are other useful AI-related algorithms for SAR, such as planning and reasoning algorithms.  ...  SDAR Edge Intelligence (EI) is used for DNN partitioning in computer vision tasks (which could also be path planning, trajectory optimization tasks, etc.) and System Intelligence (SI) orchestrating AI-based  ...  intelligence using current and future standards, and an opensource testbed that can be used for research and development.  ... 
doi:10.1109/access.2021.3103041 fatcat:p4r7zswc7vbjtp37tctudwtpka

Artificial Intelligence in Oncology: Potential and Pitfalls

Munish Gairola
2019 Asian Journal of Oncology  
The potential and pitfalls of applying AI in oncology is exemplified by IBM's Watson for Oncology (WFO) program, operated from Memorial Sloan Kettering Cancer Center (MSKCC) in New York and deployed in  ...  While this specific vision of machines being able to replicate human thoughts, emotions, and reasons, remains for now in the realm of science fiction, narrower applications of AI that can perform specific  ...  The potential and pitfalls of applying AI in oncology is exemplified by IBM's Watson for Oncology (WFO) program, operated from Memorial Sloan Kettering Cancer Center (MSKCC) in New York and deployed in  ... 
doi:10.1055/s-0039-1693233 fatcat:5aalpxrugbdlffyveu3xqvht5i

Guest Editors' Introduction: Semantic Web Services

T. Payne, O. Lassila
2004 IEEE Intelligent Systems  
AI-based planning.  ...  In "Automatically Composed Workflows for Grid Environments," Jim Blythe, Ewa Deelman, and Yolanda Gil explore the benefits of AI-based scheduling and planning for such services, given semantic characterizations  ...  T h e A u t h o r s  ... 
doi:10.1109/mis.2004.29 fatcat:xueqyfa2drb5jdttebll2cfrea

Active: A Unified Platform for Building Intelligent Web Interaction Assistants

Didier Guzzoni, Charles Baur, Adam Cheyer
2006 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops  
ACKNOWLEDGEMENTS This research has been supported by SRI International and the NCCR Co-Me of the Swiss National Science Foundation.  ...  Active based application design An Active powered application is composed of one or more Active Ontologies deployed and executed on the Active server and a community of sensors and actuators integrated  ...  A plug-in mechanism enables researchers to package AI functionality to allow developers to apply and combine the concepts quickly and easily.  ... 
doi:10.1109/wi-iatw.2006.27 dblp:conf/iat/GuzzoniBC06 fatcat:vm4v43fs7nafzovvn2ul2ekzfm

ARtwin preliminary platform specifications

Bilal Al Jammal, Laurent Roullet, Lionel Natarianni, Sylvaine Kerboeuf, Jerôme Royan, Carole Bonan, David Tardivel, Loïc Touraine, Michal Polic, Alexander Werlberger, Nischita Sudharsan, Andreas Hutter
2020 Zenodo  
ARtwin project: A report defining the architecture of the ARtwin platform and its supoorted components.  ...  ARtwin has received funding from the European Union' Horizon 2020 research and innovation programme under Grant Agreement no. 856994.  ...  Figure 30 represents the 5G service which is planned to be deployed for the Use Cases.  ... 
doi:10.5281/zenodo.4381371 fatcat:knb6wimkq5eknnzraxr6od33vy

Communication, Computing, Caching, and Sensing for Next Generation Aerial Delivery Networks [article]

Gunes Karabulut Kurt, Halim Yanikomeroglu
2021 arXiv   pre-print
A high altitude platform station (HAPS), located around 20~km above the ground level in a quasi-stationary manner, serves as the main enabler of the vision we present.  ...  This paper describes the envisioned interactions between the information and communication technology and aerospace industries to serve autonomous devices for next generation aerial parcel delivery networks  ...  Abbas Yongacoglu for the valuable discussions. This work was supported by Huawei Canada Co., Ltd.  ... 
arXiv:2011.13224v3 fatcat:msb5j2svvzdelkn2xa352zsjyq

Why and How Governments Should Monitor AI Development [article]

Jess Whittlestone, Jack Clark
2021 arXiv   pre-print
In this paper we outline a proposal for improving the governance of artificial intelligence (AI) by investing in government capacity to systematically measure and monitor the capabilities and impacts of  ...  If adopted, this would give governments greater information about the AI ecosystem, equipping them to more effectively direct AI development and deployment in the most societally and economically beneficial  ...  Matt Clifford for helpful discussions and feedback on drafts of this work.  ... 
arXiv:2108.12427v2 fatcat:4oxmmdhn7zhrzm65ahxu4ubowy

A Framework for Building Distributed Agent-Based Industrial Applications

Dimitri Konstantes, Ciarán Bryce, Jean-Henry Morin, Christian Kobei, Apóstolos Vontas, Panos Hatzaras, Adamantios Koumpis
2001 IFAC Proceedings Volumes  
In the paper we present a fresh approach to viewing the technological and business and organizational aspects of agent-based systems utilized in industrial and manufacturing environments.  ...  on providing the essentials for the development, deployment, operation and evolution of agent-based technologies, infrastructures and (instances of such) systems.  ...  The integrated outcome of such an approach is a coherent software framework on top of which software components for networked enterprises can be developed and seamlessly integrated and deployed in a small  ... 
doi:10.1016/s1474-6670(17)36708-3 fatcat:wl4s6cp4ijhnnfnv5hg6pyneze

Testbed for 5G Connected Artificial Intelligence on Virtualized Networks

Cleverson Nahum, Lucas Novoa, Virginia Tavares, Pedro Batista, Silvia Lins, Neiva Linder, Aldebaro Klautau
2020 IEEE Access  
While AI encompasses planning, expert systems and other topics, especially due to recent advances in deep learning, ML has gained considerable momentum in areas such as computational vision and also communications  ...  Artificial Intelligence (AI) tools compose an important part of the strategy to automatize the deployment and configurations of parameters in a 5G network, aiming at achieving, for instance, self-organizing  ... 
doi:10.1109/access.2020.3043876 fatcat:gbq3y47kk5amnlerlj7xpsu3iy

Embedding Convolution Neural Network-Based Defect Finder for Deployed Vision Inspector in Manufacturing Company Frontec

Kyoung Jun Lee, Jun Woo Kwon, Soohong Min, Jungho Yoon
2020 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
In collaboration with Frontec, which produces parts such as bolts and nuts for the automobile industry, Kyung Hee University and Benple Inc. develop and deploy AI system for automatic quality inspection  ...  Various constraints to consider exist in adopting AI for the factory, such as response time and limited computing resources available.  ...  Acknowledgements This work was supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2017S1A5B8059804).  ... 
doi:10.1609/aaai.v34i08.7020 fatcat:a4mdcbjrbbbrtpe7yovxmhxidm

Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices [article]

Bhavin Joshi and Tapan Pathak and Vatsal Patel and Sarth Kanani and Pankesh Patel and Muhammad Intizar Ali and John Breslin
2020 arXiv   pre-print
solution while considering the trade-off between cost and accuracy; a flexible architecture to deploy new AI-based models or update existing models, as user requirements evolve; as well as seamlessly  ...  integrating different kinds of user interfaces and devices.  ...  Sklodowska-Curie actions COFUND) and from Science Foundation Ireland (SFI) under grant number SFI/16/RC/3918 (Confirm) cofunded by the European Regional Development Fund.  ... 
arXiv:2010.07680v1 fatcat:4isq4kkjjja35nuczkhdk4nr34

Cloud2Edge Elastic AI Framework for Prototyping and Deployment of AI Inference Engines in Autonomous Vehicles [article]

Sorin Grigorescu, Tiberiu Cocias, Bogdan Trasnea, Andrea Margheri, Federico Lombardi, Leonardo Aniello
2020 Sensors   pre-print
This paper proposes a novel framework for developing so-called AI Inference Engines for autonomous driving applications based on deep learning modules, where training tasks are deployed elastically over  ...  Although the integration of novel technologies such as Artificial Intelligence (AI) and Cloud/Edge computing provides golden opportunities to improve autonomous driving applications, there is the need  ...  General AI tooling systems such as MATLAB [3], Amazon Web Services (AWS) [4] or AI-One [5] provide functionalities to enable users to design and integrate custom AI modules.  ... 
doi:10.3390/s20195450 pmid:32977409 pmcid:PMC7582930 arXiv:2009.11722v1 fatcat:t4zglrnltfdmjnxlemaxwmsjqq

Pattern Based Composition of Web Services for Symbolic Computations [chapter]

Alexandru Cârstea, Georgiana Macariu, Dana Petcu, Alexander Konovalov
2008 Lecture Notes in Computer Science  
The prototype implementation of the system for dynamic generation of BPEL workflows and two examples demonstrating the benefits of our approach are described.  ...  The suitability of the BPEL workflow description language for the dynamic composition of Web services representing computational algebra systems is investigated.  ...  This research is partially supported by EU FP6 grant RII3-CT-2005-026133 SCIEnce: Symbolic Computing Infrastructure for Europe.  ... 
doi:10.1007/978-3-540-69384-0_18 fatcat:5ys3pti6cje5rp5kmgpryy5hyu
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