Article

Article title METHODS OF HIGHLY RELIABLE NET-CENTRIC INFORMATION-CONTROL SYSTEMS WITH THE DISTRIBUTION DISTRIBUTION DISPATCHING AND CLUSTERING
Authors E.V. Melnik, D.Ya. Ivanov, V.A. Gandurin, A.B. Klimenko
Section SECTION III. DISTRIBUTED INFORMATION AND CONTROL SYSTEMS
Month, Year 10, 2015 @en
Index UDC 004.272.3 + 004.052.2
DOI
Abstract Combining the concepts of network-centric system organization, the principles of decentralized dispatching and performance reservation of computing nodes can significantly increase the reliability and fault-tolerance of control information systems. However, the principles of the network-centric information control system (NCICS) with distributed dispatching and clustering operation have some differences from previously developed and implemented concepts: lack of dedicated control elements, the indeterminacy of control task, as well as uncertainty of the communication environment raise the question of new complex methods of NCICS operation providing synthesis. This paper highlights the basic questions of the NCICS with distributed dispatching and clustering organization. A set of methods that implements the NCICS operation in the main modes (diagnosis, normal and reconfiguration) was synthesized. The methods basis using the modified metaheuristics (simulated annealing, ant colonies method, epidemic method) is composed. The article also presents the results of an experimental study of the simulated annealing with temperature quenching scheme method prospects in the terms of this method using possibility for NCICS reconfiguring. Scalability and reliability of NCICS with clustering and decentralized dispatching make this kind of NCICS some of the most promising for the further use on complex and hazardous objects.

Download PDF

Keywords Network-centric system; fault-tolerance; reliability; information-control system; decentral- ized dispatching.
References 1. Shishov A. Razrabotka i vnedrenie ASU “Kuznetsov” s primeneniem setetsentricheskogo podkhoda i mul'tiagentnykh tekhnologiy [Development and implementation of ACS “Kuznetsov” using network-centric approach and multi-agent technology], XII Vserossiyskoe soveshchanie po problemam upravleniya VSPU-2014 [XII all-Russian conference on control problems the EVERYTHING-2014]. Moscow, 2014, Vol. 16, pp. 9050-9062.
2. Fedoseev S.A. Setetsentricheskiy podkhod k zadache upravleniya zakazami na promyshlennom predpriyatii [Network-centric approach to task order management at industrial enterprise], XII Vserossiyskoe soveshchanie po problemam upravleniya VSPU-2014 [XII all-Russian conference on control problems the EVERYTHING-2014]. Moscow, 2014, pp. 7524-7528.
3. Fedoseev S.A., V.Yu.Stolbov, Pustovoyt K.S. Model' gruppovogo upravleniya v
setetsentricheskikh proizvodstvennykh sistemakh [Model of group management in network-centric manufacturing systems], Materialy konferentsii «Upravlenie v tekhnicheskikh, ergaticheskikh, organizatsionnykh i setevykh sistemakh» (UTEOSS-2012) [Proceedings of conference "Control in technical, ergatic, organizational and network systems" (UTEOS-2012)].
St. Petersburg: GNTs RF OAO «Kontsern «TsNII «Elektropribor», 2012, pp. 1240-1243.
4. Tsvetkov V.Ya. et al. Setetsentricheskoe upravleniya promyshlennym predpriyatiem [Network-centric management at industrial enterprises], Izvestiya vysshikh uchebnykh zavedeniy. Geodeziya i aerofotos"emka [Izvestia vuzov «Geodesy and aerophotography»], 2012, No. 1, pp. 106-108.
5. Korobkin V.V., Serogodskiy A.I. Bezopasnost' funktsionirovaniya programmnogo obespecheniya v upravlyayushchikh sistemakh na vysokoriskovykh promyshlennykh ob"ektakh [Serovajsky safe operation of software in control systems on high-risk industrial objects], Shestaya Vserossiyskaya mul'tikonferentsiya po problemam upravleniya (30 sentyabrya – 5 oktyabrya 2013 g.): Materialy mul'tikonferentsii v 4 t. [the Sixth all-Russian multiconference on control problems (30 September – 5 October 2013): Proceedings of the multiconference in 4 volumes]. Taganrog: Izd-vo YuFU, 2013, pp. 228-232.
6. Korovin Ya.S., Tkachenko M.G., Kononov S.V. Operativnaya diagnostika sostoyaniya neftepromyslovogo oborudovaniya na osnove tekhnologiy intellektual'noy obrabotki dannykh [Operational diagnostics of oil field equipment based on the technology of data mining], Neftyanoe khozyaystvo [Oil Industry], 2012, No. 9, pp. 116-118.
7. Mashoshin A.I. Algoritmy upravleniya integrirovannoy setetsentricheskoy sistemoy
podvodnogo nablyudeniya [Algorithms of management of integrated network-centric system of underwater surveillance], Shestaya Vserossiyskaya mul'tikonferentsiya po problemam upravleniya (30 sentyabrya – 5 oktyabrya 2013 g.): Materialy mul'tikonferentsii v 4 t. [the Sixth all-Russian multiconference on control problems (30 September – 5 October 2013): Proceedings of the multiconference in 4 volumes], 2013, pp. 112-116.
8. Peshekhonov V.G., Braga Yu.A., Mashoshin A.I. Setetsentricheskiy podkhod k resheniyu problemy osveshcheniya podvodnoy obstanovki v Arktike [Network-сentric approach to solving of the underwater observation problem in Arctic], Izvestiya YuFU. Tekhnicheskie nauki [Izvestiya SFedU. Engineering Sciences], 2012, No. 3 (128), pp. 219-227.
9. Zaborovskiy V.S. et al. Setetsentricheskiy podkhod k sozdaniyu sistemy udalennogo upravleniya robototekhnicheskimi ob"ektami s borta orbital'noy stantsii [Network-centric approach to the creation of a system for remote control of the robotic objects from the Board of orbital station], Nauchno-tekhnicheskie vedomosti SPbGPU. Informatika. Telekommunikatsii. Upravlenie [Scientific and technical Gazette of SPSPU. Informatics. Telecommunications. Management], 2013, Vol. 186, No. 6, pp. 17-26.
10. Shabunin A.B. et al. Setetsentrichskiy podkhod k sozdaniyu raspredelennykh sistem upravleniya resursami OAO “RZhD” na osnove mul'tiagentnykh tekhnologiy [Settecentesco approach to creating distributed systems of resource management of JSC "Russian Railways" on the basis of multiagent technologies], Trudy XIV Mezhdunarodnoy konferentsii «Problemy upravleniya i modelirovaniya v slozhnykh sistemakh» PUMSS’2012 [Proceedings of XIV International conference "problems of control and modeling in complex systems" PUSS'2012]. Samara: SNTs RAN, 2012, pp. 724-734.
11. Shabunin A.B. et al. Setetsentricheskiy podkhod k sozdaniyu mul'tiagentnoy sistemy dlya upravleniya proizvodstvennymi protsessami OAO «RZhD» [Network-centric approach to the creation of multi-agent systems for control of production processes of JSC "RZD"], Materialy Mezhdunarodnoy nauchno-prakticheskoy mul'tikonferentsii «Upravlenie bol'shimi sistemami-2011». 14-16 noyabrya [Materials of International scientific-practical of the multiconference "Control of large systems - Mami-2011". From 14 to 16 November], Vol. 3. Moscow, 2011, pp. 222-225.
12. Shneps M.A. O setyakh telekommunikatsiy dlya Sistemy 112, MChS i MO [About telecommunication networks to the System 112, MOE and MOE], Int. J. Open Inf. Technol., 2014, Vol. 2, No. 3, pp. 1-10.
13. Sheremet I.A. Primenenie apparata rekursivnykh mul'timnozhestv dlya formirovaniya obshchey operatsionnoy kartiny v setetsentricheskikh sistemakh [A. application of the recursive multisets to build a common operating picture of network-centric systems], 4-ya Vserossiyskaya mul'tikonferentsiya po problemam upravleniya [4th all-Russian multiconference on control problems]. Taganrog: Izd-voTTIYuFU, 2011, pp. 261-262.
14. Dado E., Koenders E.A.B., Carvalho D.B.F. Netcentric Virtual Laboratories for Composite Materials, Compos. Their Prop. / ed. Hu N. InTech, 2012, pp. 227-244.
15. Ashton K. That “Internet of Things” ThingThing, in the real world things matter more than ideas, RFiD J. 2009.
16. Gubbi J. et al. Internet of Things (IoT): A vision, architectural elements, and future directions, Futur. Gener. Comput. Syst., 2013, Vol. 29, pp. 1645-1660.
17. Farkhadov M.P., Dushkin D.N. Setetsentricheskie tekhnologii: evolyutsiya, tekushchee polozhenie i oblasti dal'neyshikh issledovaniy [Network-centric technology: evolution, current status and areas for future research], Avtomatizatsiya i sovremennye tekhnologii [Automation and Modern Technology], 2012, No. 1, pp. 21-29.
18. Rakhmanov A.A. Printsipy i podkhody k kontseptual'nomu proektirovaniyu setetsentricheskikh sistem [Principles and methods of approach to conceptual designing of network-centric systems], Izvestiya YuFU. Tekhnicheskie nauki [Izvestiya SFedU. Engineering Sciences], 2010, No. 12 (113), pp. 125-134.
19. Efremov A.Yu., Maksimov D.Yu. Setetsentricheskaya sistema upravleniya – chto vkladyvaetsya v eto ponyatie [Network-Centric management system – what is embedded in this concept], 3-ya Rossiyskaya konferentsiya s mezhdunarodnym uchastiem «Tekhnicheskie i programmnye sredstva sistem upravleniya, kontrolya i izmereniya» (UKI-12) [3D Russian conference with international participation "Technical and software control systems, control and measurement" (IPC-12)], 2012, pp. 158-161.
20. Chausov F. Nekotorye podkhody k sovershenstvovaniyu sistemy upravleniya voyskami (silami) novogo oblika [Some approaches to improving the system of control of troops (forces) of the new form], Vremya i flot [Time and Navy], 2011, No. 4, pp. 21-24.
21. Ivanov D.Ya., Mel'nik E.V. Printsipy organizatsii detsentralizovannykh setetsentricheskikh informatsionno-upravlyayushchikh sistem [Principles of organization of decentralized network-centric information management systems], Vestnik komp'yuternykh i informatsionnykh tekhnologiy [Herald of Computer and Information Technologies], 2013, No. 4, pp. 25-30.
22. Ivanov D.Ya., Mel'nik E.V. Marshrutizatsiya i raspredelenie nagruzki v kommunikatsionnoy srede setetsentricheskikh informatsionno-upravlyayushchikh sistemakh s raspredelennym dispetchirovaniem i klasterizatsiey [Routing and load sharing in the communication environment, network-centric information management systems with distributed dispatching and clustering], Aktual'nye voprosy sovremennoy tekhniki i tekhnologii: Sbornik dokladov XII Mezhdunarodnoy nauchnoy konferentsii (Lipetsk, 26 iyulya 2013 g.) [Actual problems of modern engineering and technology: Collection of papers of the XII International scientific conference (Lipetsk, July 26, 2013)], ed. by Gorbenko A.V. Lipetsk: Izdatel'skiy tsentr “Gravis,” 2013, pp. 24-28.
23. Kalyaev I.A., Mel'nik E.V. Detsentralizovannye sistemy komp'yuternogo upravleniya [Decentralized systems of computer management]. Rostov-on-Don: Izd-vo YuNTs RAN, 2011, 196 p.
24. Kalyaev I.A. et al. Metody i sredstva povysheniya bezopasnosti i sokrashcheniya vremeni operatsiy s yadernym toplivom na AES s reaktorom tipa VVER-1000 [Methods and means of improving safety and operations with nuclear fuel for NPP with the reactor VVER-1000], ed. by Kapustyana S.G. and al. Rostov-on-Don: Izd-vo YuFU, 2014, 208 p.
25. Dorigo M., Birattari M. Swarm intelligence, Scholarpedia, 2007, Vol. 2, No. 9, pp. 1462.
26. Kostadinova R., Adam C. Performance Analysis of the Epidemic Algorithms, Intell. Control Autom., 2008, No. 6, pp. 6675-6679.
27. Hollerung T.D., Bleckmann P. Epidemic Algorithms. Available at: http://my.fit.edu/~gfrederi/ComplexNetworks/09-Epidemic-Algorithms.pdf (accessed 15 May 2015).
28. Alba E. Parallel Metaheuristics: A New Class of Algorithms, Parallel Metaheuristics A New Cl. Algorithms, 2005, 554 p.
29. Klimenko A.B. Eksperimental'noe sravnenie effektivnosti temperaturnykh skhem “tusheniya” dlya resheniya zadachi planirovaniya rabot s odnovremennym formirovaniem neobkhodimogo kolichestva neskladiruemykh resursov [an Experimental comparison of the effectiveness of the temperature schemes “fighting” to solve the problem of planning with simultaneous formation of the required number of non-resources], Evraziyskiy sovet uchenykh. Tekhnicheskie nauki [Eurasian Council of scientists. Technical Sciences], 2014, Vol. 4, pp. 85-87.
30. Sabanin V.R., Smirnov N.I., Repin A.I. Modifitsirovannyy geneticheskiy algoritm dlya zadach optimizatsii i upravleniya [Modified genetic algorithm for task optimization and control], Exponenta Pro. Matematika v prilozheniyakh [Exponenta Pro. Mathematics in applications], 2004, No. 3-4, pp. 78-85.
31. Taranov A.Yu., Klimenko A.B., Klimenko V.V. Metody rasparallelivaniya imitatsii otzhiga pri detsentralizovannom reshenii zadachi sostavleniya raspisaniya s opredeleniem minimal'nogo kolichestva resursov [Methods of parallelization of simulated annealing decentralized solution to the problem of scheduling the definition of a minimum number of resources], Sbornik statey po materialam XXII Mezhdunarodnoy nauchno-prakticheskoy konferentsii «Estestvennye i matematicheskie nauki v sovremennom mire» [Collection of articles on materials of XXII International scientific and practical conference "Natural and mathematical science in the modern world"], 2014, pp. 11-18.
32. Pukha I.S., Klimenko V.V., Klimenko A.B. Parallel'nye metaevristiki v aspekte resheniya zadach detsentralizovannogo dispetchirovaniya informatsionno-upravlyayushchikh sistem [Parallel metaheuristic in the aspect of solving decentralized scheduling management information systems], Universum: Tekhnicheskie nauki: elektronnyy nauchnyy zhurnal [Universum: engineering science: electronic scientific journal], 2014, No. 9, pp. 1-12.
33. Ingber L. Simulated annealing: Practice versus theory, Math. Comput. Model., 1993, Vol. 18, pp. 29-57.
34. Kirkpatrick S., Gelatt C.D., Vecchi M.P. Optimization by simulated annealing, Science, 1983, Vol. 220, pp. 671-680.
35. Batishchev D.I., Isaev S.A. Optimizatsiya mnogoekstremal'nykh funktsiy s pomoshch'yu geneticheskikh algoritmov [Optimization of multiextremal functions with genetic algorithms], Mezhvuz. Sbornik [Mezhvuzovskiy Collection]. Voronezh, VGTU, 1997, No. 3, pp. 4-17.
36. Schoonderwoerd R. et al. Ant-based load balancing in telecommunications networks, Adapt. Behav. Sage Publications, 1997, Vol. 5, No. 2, pp. 169-207.
37. Di Caro G., Dorigo M. AntNet: Distributed stigmergetic control for communications networks, J. Artif. Intell. Res., 1998, Vol. 9, pp. 317-365.
38. Di Caro G., Ducatelle F., Gambardella L.M. AntHocNet: An adaptive nature-inspired algorithm for routing in mobile ad hoc networks, Eur. Trans. Telecommun., 2005, Vol. 16, No. 5, pp. 443-455.

Comments are closed.