Towards Machine Learning in Distributed Array DBMS: Networking Considerations
The proposed training manual is designed to prepare undergraduate students in "Computer Science" and in "Computers, complexes, systems and networks." The manual is designed to prepare students principles of computer networks and technologies used in local area networks. The principles of the construction of computer networks and telecommunications systems interconnection model systems used for networks, data bases, organization channels of analog and digital communication lines via wired and wireless environments principles transmission control information, coding and data compression technology of modern local organizations networks (Ethernet, Token Ring, FDDI, Fast Ethernet, Gigabit Ethernet, 100VG-AnyLAN), network equipment LANs. The manual can be used by students to prepare for the performance of laboratory and practical work on the course "Computer Networks and Telecommunications", "Networking" and "Administering Network Systems".
The 18 full and 13 short papers presented were carefully reviewed and selected from 255 submissions. There were organized in topical sections named: Image Processing, Pattern Analysis and Machine Vision; Information and Data Convergence; Disruptive Technologies for Future; E-Governance and Smart World
This paper discusses the problem of simulation system constructing for the specific domain. Authors suggest the ontological approach using. The simulation system TriadNS is considered. This simulation system is devoted for computer networks design and analysis. Authors represent base ontology and some another ontologies describing the concepts of specific domain.
This book constitutes the proceedings of the 16th IFIP International Conference on Wired/Wireless Internet Communications, WWIC 2018, held in Boston, MA, USA, in June 2018. The 26 regular papers presented in this volume were carefully reviewed and selected from 42 submissions. They were organized in topical sections named: IoT and sensor networks; learning-based networking; network deployment; network security; aerial networks; and vehicular and content delivery networks.
The paper describes basic steps of designing the enterprise computer network. The whole process presented as a sequence of decision making problems in case of multicriteriality. Proposed approach of the computer networks design in case of ambiguity initial information, and taking into account the possible further development of the enterprise’s infrastructure and its business activity. It is proposed to solve this problem by method of payoff matrix is proposed combined with analytic hierarchy process and methods of expert evaluation of alternatives.
Growth of local area network Observatory associated with employee needs to access network resources has led to an increase in the number of computing and network devices. Until recently, we tested performance of these systems excellent manual and most of the problems and faults detected already on the fact the accident occurred. For a small number of network nodes, manual monitoring is not a significant problem, but with increasing the number of nodes troubleshooting becomes a very difficult task for network and system administrators and outage in work of netwok services Observatory may becomes critical. Therefore there was a need to automate the monitoring service network resources and servers.