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001437690 019__ $$a1266811150
001437690 020__ $$a9783030791575$$q(electronic bk.)
001437690 020__ $$a3030791572$$q(electronic bk.)
001437690 020__ $$z9783030791568
001437690 0247_ $$a10.1007/978-3-030-79157-5$$2doi
001437690 035__ $$aSP(OCoLC)1258125842
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001437690 049__ $$aISEA
001437690 050_4 $$aQ334$$b.I35 2021
001437690 08204 $$a006.3$$223
001437690 1112_ $$aIFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations$$n(17th :$$d2021 :$$cHersonissos, Crete, Greece)
001437690 24510 $$aArtificial intelligence applications and innovations :$$bAIAI 2021 IFIP WG 12.5 international workshops : 5G-PINE 2021, AI-BIO 2021, DAAI 2021, DARE 2021, EEAI 2021, and MHDW 2021, Hersonissos, Crete, Greece, June 25-27, 2021, proceedings /$$cIlias Maglogiannis, John Macintyre, Lazaros Iliadis (eds.).
001437690 24630 $$aAIAI 2021 IFIP WG 12.5 international workshops
001437690 24630 $$a5G-PINE 2021, AI-BIO 2021, DAAI 2021, DARE 2021, EEAI 2021, and MHDW 2021
001437690 264_1 $$aCham :$$bSpringer,$$c[2021]
001437690 264_4 $$c©2021
001437690 300__ $$a1 online resource (xvi, 499 pages) :$$billustrations (some color)
001437690 336__ $$atext$$btxt$$2rdacontent
001437690 337__ $$acomputer$$bc$$2rdamedia
001437690 338__ $$aonline resource$$bcr$$2rdacarrier
001437690 347__ $$bPDF
001437690 347__ $$atext file
001437690 4901_ $$aIFIP advances in information and communication technology,$$x1868-4238 ;$$v628
001437690 500__ $$aInternational conference proceedings.
001437690 500__ $$aIncludes author index.
001437690 5050_ $$6880-01$$aIntro -- Preface -- Organization -- Contents -- 6th Workshop on "5G -- Putting Intelligence to the Network Edge" (5G-PINE 2021) -- 5G-PINE 2021 Workshop -- Organization -- Workshop Co-chairs -- 5G Communications as "Enabler" for Smart Power Grids: The Case of the Smart5Grid Project -- 1 Introduction -- 2 Smart5Grid: An Innovative Context for the Energy Ecosystem -- 3 Smart5Grid Use Cases -- 3.1 Use Case 1: Automatic Power Distribution Grid Fault Detection -- 3.2 Use Case 2: Remote Inspection of Automatically Delimited Working Areas at Distribution Level
001437690 5058_ $$a3.3 Use Case 3: Millisecond Level Precise Distribution Generation Control -- 3.4 Use Case 4: Real-Time Wide Area Millisecond Level Precise Distribution Generation Control -- 4 Concluding Remarks -- References -- 5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways -- 1 Introduction -- 2 Railway Vertical Services and Requirements in 5G-VICTORI -- 2.1 Vertical Services, Requirements and KPIs -- 2.2 Network Deployment Requirements and Options -- 3 5G-VICTORI Deployment for FRMCS -- 4 Further Challenges and Requirements -- 5 Conclusions -- References
001437690 5058_ $$a5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computing -- 1 Introduction -- 2 Background and Concepts -- 2.1 Data Shower and Multi-CDN -- 2.2 Streaming Monitoring and Analytics via MPEG-SAND -- 2.3 Network-Based Media Processing -- NBMP -- 3 Data Shower Architecture and Deployment -- 4 Conclusion -- References -- A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond -- 1 Introduction -- 2 Zero-Touch Management in the Scope of the MonB5G Project -- 3 Architectural Framework
001437690 5058_ $$a4 Assessment and Further Expectations -- References -- A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factory -- 1 Introduction -- 2 Specific Use Case -- 3 High Level Architecture -- 4 Infrastructure/Testbed -- 5 Scenarios -- 6 Conclusions and Future Work -- References -- Advanced First Responders' Services by Using FASTER Project Architectural Solution -- 1 Introduction -- 2 FASTER 5G-Enabling Network -- 3 FASTER QoS Monitoring Framework -- 4 Conclusion -- References -- High Mobility 5G Services for Vertical Industries -- Network Operator's View -- 1 Introduction
001437690 5058_ $$a2 Overview of the Vertical Industries in Focus -- 2.1 Automotive Sector -- 2.2 Unmanned Aviation Sector -- 3 3GPP 5GS Support of Vertical Industries in Focus -- 3.1 Approach to the Requirements -- 3.2 Implementation of Requirements -- Architecture and Mechanisms -- 4 Key Gaps and Challenges -- 4.1 Network Slicing -- 4.2 RAN Mechanisms -- 4.3 Specific Architectural Support of V2X/UAV Use Cases -- 4.4 Multi-Access Edge Computing -- 4.5 Agile Management and Provisioning Architecture -- 5 Conclusions -- References -- Machine Learning-Based, Networking and Computing Infrastructure Resource Management
001437690 506__ $$aAccess limited to authorized users.
001437690 520__ $$aThis book constitutes the refereed proceedings of six International Workshops held as parallel events of the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, virtually and in Hersonissos, Crete, Greece, in June 2021: the 6th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2021; Artificial Intelligence in Biomedical Engineering and Informatics Workshop, AI-BIO 2021; Workshop on Defense Applications of AI, DAAI 2021; Distributed AI for Resource-Constrained Platforms Workshop, DARE 2021; Energy Efficiency and Artificial Intelligence Workshop, EEAI 2021; and the 10th Mining Humanistic Data Workshop, MHDW 2021. The 24 full papers and 16 short papers presented at these workshops were carefully reviewed and selected from 72 submissions. The papers presented at 5G-PINE focus on the latest AI applications in the telecommunication industry and AI in modern 5G-oriented telecommunications infrastructures. The papers chosen for AI-BIO 2021 present research on the subject of AI, in its broadest sense, in biomedical engineering and health informatics. The DAAI 2021 papers aim at presenting recent evolutions in artificial intelligence applicable to defense and security applications. The papers selected for DARE 2021 address a variety of pertinent and challenging topics within the scope of distributed AI for resource-constrained platforms. The papers presented at EEAI 2021 aim to bring together interdisciplinary approaches that focus on the application of AI-driven solutions for increasing and improving energy efficiency of residential and tertiary buildings and of occupant behavior. The MHDW papers focus on topics such as recommendation systems, sentiment analysis, pattern recognition, data mining, and time series.
001437690 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed June 30, 2021).
001437690 650_0 $$aArtificial intelligence$$vCongresses.
001437690 650_6 $$aIntelligence artificielle$$vCongrès.
001437690 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001437690 655_7 $$aConference papers and proceedings.$$2lcgft
001437690 655_7 $$aActes de congrès.$$2rvmgf
001437690 655_0 $$aElectronic books.
001437690 7001_ $$aMaglogiannis, Ilias G.,$$eeditor.
001437690 7001_ $$aMacIntyre, J. D.$$q(John D.),$$eeditor.
001437690 7001_ $$aIliadis, Lazaros S.,$$eeditor.
001437690 77608 $$iPrint version: $$z9783030791568
001437690 77608 $$iPrint version: $$z9783030791582
001437690 77608 $$iPrint version: $$z9783030791599
001437690 830_0 $$aIFIP advances in information and communication technology ;$$v628.$$x1868-4238
001437690 852__ $$bebk
001437690 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-79157-5$$zOnline Access$$91397441.1
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001437690 980__ $$aBIB
001437690 980__ $$aEBOOK
001437690 982__ $$aEbook
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