Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Applied Mathematics and Mechanics in Aerospace Industry Read chapter Read first chapter

2021 | OriginalPaper | Chapter

21. Fractal Analysis and Programming of Elastic Systems Using Container-Component Model

Author : Alexander S. Semenov

Published in: Applied Mathematics and Computational Mechanics for Smart Applications

Publisher: Springer Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The analysis and design of distributed algorithms is one of the main reasons to use fractal programming. Its aims are to represent the distributed algorithm as an “elastic object” that transforms dynamically at runtime. The use of container-component model provides the following advantages: the ability to select automatically a distributed configuration, building a visual model of the elastic computing organization, and evaluating its effectiveness. Container-component model is integrated with the box-counting fractal analysis method and fractal control based on dynamic sampling of the workload. The example of fractal analysis and programming of the distributed gradient ascent algorithm is given.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Using Spectral Form of Mathematical Description to Represent Iterated Stratonovich Stochastic Integrals
next chapter On the Modeling of the University Education Processes in the Information Technology
Literature
1.
Semenov, A.S.: Essentials of fractal programming. In: Jain, L.C., Favorskaya, M.N., Nikitin, I.S., Reviznikov, D.L. (eds.) Advances in Theory and Practice of Computational Mechanics: Proceedings of the 21st International Conference on Computational Mechanics and Modern Applied Software Systems, SIST, vol. 173, pp. 373–386. Springer, Singapore. (2020)
2.
Semenov, A.S.: Prototype based programming with fractal algebra. AIP Conf. Proc. 2181, 020009 (2019)CrossRef
3.
Tel, G.: Introduction to distributed algorithms. Cambridge University Press, Cambridge (2000)CrossRef
4.
Santoro, N.: Design and Analysis of Distributed Algorithms. Wiley Inc., New Jersey (2007)MATH
5.
Raynal, M.: Distributed Algorithms for Message-Passing Systems. Springer, Berlin Heidelberg (2013)CrossRef
6.
Raynal, M.: Fault-Tolerant Message-Passing Distributed Systems. An Algorithmic Approach. Springer, Berlin (2018)CrossRef
7.
Lynch, N.A.: Distributed Algorithms. Morgan Kaufmann Publishers, Inc., San Francisco, California (1996)MATH
8.
Zhongkui, L, Zhisheng, D.: Cooperative Control of Multi-Agent Systems a Consensus Region Approach. Taylor & Francis Group (2015)
9.
Rastgoftar, H.: Continuum Deformation of Multi-Agent Systems. Springer International Publishing AG (2016)
10.
Erciyes, K.: Distributed Graph Algorithms for Computer Networks. Springer, London (2013)CrossRef
11.
Reisig, W.: Elements of Distributed Algorithms: Modeling and Analysis with Petri Nets. Springer Science & Business Media (2013)
12.
Semenov, A.S.: Fractal Petri nets. In: 4th International Conference on Control, Decision and Information Technologies. Barcelona, Spain, pp. 1174–1179 (2017)
13.
Oussous, A., Benjelloun, F., Lahcen, A., Belfkih, S.: Big data technologies: a survey. J. King Saud Univ. Comput. Inf. Sci. 30(4), 431–448 (2018)
14.
Harrington, P.: Machine Learning in Action. Manning Publications (2013)
15.
Yanga, C., Huangb, Q., Lic, Z., Liua, K., Hua, F.: Big Data and cloud computing: innovation opportunities and challenges. Int. J. Digit. Earth 10(1), 13–53 (2017)CrossRef
16.
Guo, H., Goodchild, M., Annoni, A. (eds.): Manual of Digital Earth. Springer, Singapore (2016)
17.
Herbst, N. R., Kounev, S., Reussner, R.: Elasticity in cloud computing: What it is, and what it is not. In: 10th International Conference on Autonomic Computing San Jose, CA, pp. 23–27 (2013)
18.
Becker, S., Brataas, G., Lehrig, S. (eds.): Engineering Scalable, Elastic, and Cost-Efficient Cloud Computing Applications. The CloudScale Method. Springer, Cham (2017)
19.
Peitgen, H., Jurgens, H., Saupe, D.: Chaos and Fractals. New Frontiers of Science. Springer New York, Inc, New York (2004)CrossRef
20.
Crownover, R.: Introduction to Fractals and Chaos. Jones and Bartlett Publishers, Inc. (1995)
21.
Rosenberg, E.A.: Survey of Fractal Dimensions of Networks. Springer Briefs in Computer Science. Springer, Cham (2018)CrossRef
22.
Manolakis, D.G., Ingle, V.K.: Applied Digital Signal Processing. Theory and practice. Cambridge University Press, Cambridge (2011)CrossRef
23.
Luke, S.: Essentials of metaheuristics, 2nd edn. Online Version 2.2 (2015)
24.
25.
Metadata
Title
Fractal Analysis and Programming of Elastic Systems Using Container-Component Model
Author
Alexander S. Semenov
Copyright Year
2021
Publisher
Springer Singapore
Book
Applied Mathematics and Computational Mechanics for Smart Applications

Print ISBN: 978-981-334-825-7

Electronic ISBN: 978-981-334-826-4

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-33-4826-4_21

Premium Partner

    Image Credits