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Machine learning. --- Learning, Machine --- Artificial intelligence --- Machine theory

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th We are delighted to present the proceedings of the 10 Asia-Paci?c Network Operations and Management Symposium (APNOMS 2007), which was held in Sapporo, Japan, on October 10-12, 2007. The Organizing Committee (OC) selected the theme of this year's sym- sium to be Managing Next Generation Networks and Services.  Recently, v- ious convergences in wired and wireless networks, as well as the convergence of telecommunications and broadcastings, have taken place for ubiquitous mul- media service provisioning. For example, broadband IP/MPLS wired networks have been actively converged with IEEE 802.11e wireless LAN, IEEE 802.16 Wireless MAN, 3G/4G wireless cellular networks, and direct multimedia bro- cast(DMB) networks.For e?cientsupportofserviceprovisioningfor ubiquitous multimedia services on broadband convergence networks, well-designed and - plemented network operations and management functions with QoS-guaranteed tra?c engineering are essential. This year, the APNOMS call for papers resulted in 161 paper submissions from 24 di?erent countries, which included countries outside the Asia-Paci?c region (from Europe, the Middle East, and North and South America). Each paper was carefully reviewed by at least three international experts. Based on review scores and the discussions that followed, APNOMS 2007 Technical P- gram Committee reached the consensus that 48 high-quality papers (29.8% of the submissions) should be selected as full papers and 30 as short papers. - ceptedpaperswerearrangedinto10technicalsessionsand2shortpapersessions (poster presentations).These sessionsfocused on the managementofdistributed networks, network con?guration and planning, network monitoring, and es- cially the area of management of wireless networks and security.

Mass communications --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- ICT (informatie- en communicatietechnieken) --- IR (information retrieval) --- informatica --- maatschappij --- informatiesystemen --- computernetwerken --- communicatietechnologie

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Telecommunication systems --- Computer networks --- Systèmes de télécommunications --- Réseaux d'ordinateurs --- Management --- Congresses. --- Gestion --- Congrès --- Telecommunications --- Electrical & Computer Engineering --- Engineering & Applied Sciences --- Information Technology --- Computer Science (Hardware & Networks) --- Computer science. --- Computer communication systems. --- Information storage and retrieval. --- User interfaces (Computer systems). --- Computers and civilization. --- Electrical engineering. --- Computer Science. --- Computer Communication Networks. --- Information Systems Applications (incl. Internet). --- Information Storage and Retrieval. --- User Interfaces and Human Computer Interaction. --- Computers and Society. --- Communications Engineering, Networks. --- Electric engineering --- Engineering --- Civilization and computers --- Civilization --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Informatics --- Science --- Distributed processing --- Information storage and retrieva. --- Telecommunication. --- Electric communication --- Mass communication --- Telecom --- Telecommunication industry --- Communication --- Information theory --- Telecommuting --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software

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This book provides a comprehensive guide to the emerging field of network slicing and its importance to bringing novel 5G applications into fruition. The authors discuss the current trends, novel enabling technologies, and current challenges imposed on the cellular networks. Resource management aspects of network slicing are also discussed by summarizing and comparing traditional game theoretic and optimization based solutions. Finally, the book presents some use cases of network slicing and applications for vertical industries. Topics include 5G deliverables, Radio Access Network (RAN) resources, and Core Network (CN) resources. Discusses the 5G network requirements and the challenges therein and how network slicing offers a solution Features the enabling technologies of future networks and how network slicing will play a role Presents the role of machine learning and data analytics for future cellular networks along with summarizing the machine learning approaches for 5G and beyond networks.

Wireless communication systems --- Security measures. --- Telecommunication. --- Computer Communication Networks. --- Engineering. --- Optical pattern recognition. --- Communications Engineering, Networks. --- Computational Intelligence. --- Pattern Recognition. --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Construction --- Industrial arts --- Technology --- Electric communication --- Mass communication --- Telecom --- Telecommunication industry --- Telecommunications --- Communication --- Information theory --- Telecommuting --- Electrical engineering. --- Computer communication systems. --- Computational intelligence. --- Pattern recognition. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Electric engineering --- Engineering --- Distributed processing --- Computer networks. --- Pattern perception.

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